30 results on '"Soheil Ashkani-Esfahani MD"'
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2. Determining the Key Predictive Factors for Non-Union in Fifth Metatarsal Fractures: A Machine Learning-Based Study
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Emma Tomlinson, Alexandra Flaherty, Bardiya Akhbari, Bradley Weaver, Gregory R. Waryasz MD, Daniel Guss MD, MBA, Joseph Schwab, Christopher W. DiGiovanni MD, Hamid Ghaednia, and Soheil Ashkani-Esfahani MD
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Orthopedic surgery ,RD701-811 - Abstract
Category: Midfoot/Forefoot; Trauma; Other Introduction/Purpose: Metatarsal fractures account for over 35% of all foot fractures, and of these 68% specifically involve the fifth metatarsal [1],[2]. Subgroups of fractures affecting the fifth metatarsal base may be at higher risk of nonunion and therefore benefit from early surgical fixation, but traditional predictive models focus on the location of the fracture and little else. In this study, we aimed to determine predictive factors associated with non-union of fifth metatarsal fractures to assist surgeons and patients, alike, in identifying those at higher risk of nonunion. Methods: A retrospective machine learning-based analysis of 1,000 patients, >=18 y/o, diagnosed with a fifth metatarsal fracture at three tertiary medical centers was conducted. The fifth metatarsal base fracture was confirmed radiographically. We gathered imaging and narrative data including demographics (age, height, weight, BMI, gender, race, smoking habits, activity level), medications, chronic conditions, and fracture status (fracture zone, displacement, treatment method, healing status, and healing time). Non-union was described as failing to heal within 180 days of initial injury [3]. A machine learning analysis together with Pearson's correlation test and T-test were utilized where applicable. Five imputation methods were used to fill in missing datapoints. P
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- 2022
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3. New Evaluation Method for Lateral Ankle Instability using Ultrasound
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Go Sato MD, Kenichi Takagi, Rohan Bhimani MD, MBA, Jirawat Saengsin MD, Bart Lubberts MD, PhD, Noortje Hagemeijer MD, Soheil Ashkani-Esfahani MD, and Yukihisa Yagura
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Orthopedic surgery ,RD701-811 - Abstract
Category: Ankle; Trauma Introduction/Purpose: Despite the fact that stress fluoroscopy is the most common method of quantifying lateral ankle instability, ultrasound evaluation has grown in popularity as a way to assess ankle stability at the point of care due to its simplicity, accuracy, low cost, and lack of exposure. The aim of this study is to introduce a new method for evaluating lateral ankle instability using ultrasound. Methods: A 37-year-old man with history of lateral ankle ligament injury underwent ultrasound and fluoroscopic evaluation. The anterior drawer distance (ADD) was quantified under anterior drawer stress. During ADD measurement, the patient sat with the knee extended and the heel on the examination table or chair, and the examiner performed the anterior drawer test (Image 1a). The amount of talar movement was measured as an ADD using an ultrasound probe placed on the posteromedial side of the ankle (Image 1b). A lateral clear space (LCS) was also measured under varus stress using ultrasound from the tip of the lateral malleolar to the lateral process of the talus. The aforementioned measurements were repeated under stress fluoroscopy and compared with ultrasound findings. Results: On ultrasound evaluation, the ADD was 7.1 mm and the LCS was 17.1 mm. Furthermore, the stress fluoroscopic evaluation yielded a similar result, with an ADD of 8.7 mm and an LCS of 17.5 mm. Conclusion: Our findings suggest that this new method of evaluation of lateral ankle instability under dynamic ultrasound appears to be a highly accurate and useful alternative for assessing lateral ankle stability at the point of care in a radiation-free, non- invasive, and low-cost manner.
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- 2022
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4. Correlation of Statins Use with the Incidence of Venous Thromboembolism in Patients with Ankle Fracture
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Nour Nassour MD, Bardiya Akhbari, Noopur Ranganathan, David Shin, Gregory R. Waryasz MD, Christopher W. DiGiovanni MD, Daniel Guss MD, MBA, Hamid Ghaednia, and Soheil Ashkani-Esfahani MD
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Orthopedic surgery ,RD701-811 - Abstract
Category: Ankle; Other Introduction/Purpose: Finding factors that can exacerbate or ameliorate the incidence of Venous thromboembolism (VTE) can affect the process of making decision on whether to start prophylaxis or not, especially when on the verge of whether to-give or not-to-give prophylaxis. Among each patient's profile, medications are of the most important factors influencing surgeon's decision on the prophylactic methods in VTE-vulnerable patients. Among medications, Statins were shown to reduce the incidence of VTE in patients who were receiving them for hyperlipidemia and cardiovascular conditions. However, none of the current VTE prediction methods, particularly in orthopaedic practice, have considered statins protective. Herein we aimed to determine any correlations between statin consumption and the incidence of VTE in ankle fractures and whether to include statins in prediction models of VTE. Methods: In this case-control machine learning-based study, approved by the Institutional Review Board (IRB), the ICD and CPT codes were used to identify the patients who were diagnosed with ankle fracture in the Mass General Brigham database from 2004 to end of May 2021. After screening approximately 16,421 patients with ankle fractures, a total of 1,176 patients who were suspect VTE according to their signs and symptoms were recruited, 239 had confirmed VTE (case group) and 937 did not have VTE (controls). Forty-nine cases and 396 controls were statin users. Using a semi-automated machine learning-based algorithm, patients' demographics, past medical and surgical history, fracture characteristics and weber classification, and statin consumption status were obtained, and values were organized in a numerical analyzable manner in the dataset. We used chi-squared and Pearson correlation tests where applicable, and outcomes were displayed and interpreted using p-value (p
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- 2022
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5. Chronic Plantar Fasciitis: Comparison of Ultrasonic Guided Percutaneous Fasciotomy vs New Technique Combining Fasciotomy with Amniotic Membrane Allograft
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Hirotaka F. Nakagawa, Kyungje Sung, Soheil Ashkani-Esfahani MD, Gregory R. Waryasz MD, Tabitha May, and Walter Sussman DO
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Orthopedic surgery ,RD701-811 - Abstract
Category: Basic Sciences/Biologics Introduction/Purpose: Plantar fasciitis is a common condition affecting approximately one in ten people in their lifetime. Treatment is typically conservative and symptoms are self-limiting. Operative treatment is indicated in recalcitrant cases. Minimally-invasive partial plantar fasciotomy can be performed using ultrasound-guided percutaneous techniques and is an attractive alternative to traditional surgery. Methods: A retrospective review was performed on consecutive patients who underwent either an ultrasound-guided fasciotomy or a combined percutaneous fasciotomy with a flowable amniotic matrix allograft. All ultrasound-guided percutaneous fasciotomy procedures were performed using the Tenex TX2 cutting device. Human amniotic allograft consisted of an injection of 0.5 mL of a flowable placental tissue matrix. Outcomes were assessed at short-term (2, 8, and 16 weeks) and long-term follow-up (26 and 52 weeks). Results: Both groups demonstrated a significant reduction in pain from baseline after the respective interventions and demonstrated a high level of patient satisfaction. The only significant difference in the 2 groups was at short-term follow-up in which the percutaneous fasciotomy with the amniotic membrane allograft (n=12) showed a statistically-significant reduction (p
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- 2022
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6. Prediction of Venous Thromboembolism after Ankle Fractures using Machine Learning: To Give Prophylaxis or Not to Give, That is the Question
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Nour Nassour MD, Bardiya Akhbari, Noopur Ranganathan, David Shin, Gregory R. Waryasz MD, Bart Lubberts MD, PhD, Christopher W. DiGiovanni MD, Joseph Schwab, Hamid Ghaednia, Soheil Ashkani-Esfahani MD, and Daniel Guss MD, MBA
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Orthopedic surgery ,RD701-811 - Abstract
Category: Ankle; Other Introduction/Purpose: The risk of venous thromboembolism (VTE) after foot and ankle surgery is significantly lower than rates after hip/knee arthroplasty, but it isn't zero. Specific subgroups of patients may be at higher risk, forcing patients and clinicians to navigate the risks and benefits of chemoprophylaxis with insufficient data. Efforts have been made to add clarity to such decision making using conventional data-analysis and risk-scoring methods, but none of these methods were patient-specific or built on robust models of a given patient's individual characteristics. In this study we used machine-learning to determine the potential risk factors for VTE after ankle fracture. We aimed to develop a patient-specific predictive model to assist clinicians and patients in deciding upon the use of postoperative chemoprophylaxis after foot and ankle surgery. Methods: In this preliminary machine-learning-based case-control study, 16,421 patients with ankle fractures were recruited retrospectively. We used an automated-string search method to find patients who were clinically suspected to have developed VTE. Among 1176 such patients, 239 had confirmed VTE within 180 days of sustaining an ankle fracture (cases) and 937 did not (controls). Groups were further sub-divided in patients who had been receiving chemoprophylaxis and those who hadn't. Over 110 factors and variables including patient demographics, past-medical and surgical history, fracture characteristics, treatment, medications, and laboratory values were included in our machine-learning dataset. Three analytical algorithms were used in our machine-learning methods including backward-logistic-regression, decision-tree-classifier (depth=5), and neural networks (two dense layers (n=16 and 4), two drop-out layers, and a sigmoid classifier). Conventional statistics were also used to compare the case and control groups (chi-squared, t-test, p
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- 2022
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7. Effect of Racial, Ethnic and Linguistic Disparities on the Treatment of End-Stage Ankle Osteoarthritis
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Vasundhara Mathur, Yuzuru Sakakibara MD, John Y. Kwon MD, Christopher W. DiGiovanni MD, Soheil Ashkani-Esfahani MD, and Daniel Guss MD, MBA
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Orthopedic surgery ,RD701-811 - Abstract
Category: Ankle Arthritis; Trauma Introduction/Purpose: Social and demographic determinants of health including gender, race, ethnicity and language, have been shown to impact treatment pathways across medical specialties. Very little such research, however, has focused explicitly on orthopaedic foot and ankle patients. Given the debilitating health implications of ankle arthritis, this study aimed to investigate the effect of demographic and social factors on the treatment pathways and outcomes of patients presenting to orthopaedic foot and ankle surgeons with end-stage ankle arthritis. Methods: In this retrospective, cross-sectional study, ICD 9/10 codes were used to identify 3,219 adult patients presenting to seven academic and community hospitals with ankle arthritis between 2011-2021. These patients were screened for end-stage ankle arthritis (Grade 3 or 4 on Kellgren-Lawrence Classification) and 509 patients were included in the final sample. For the primary variables of interest, patients were grouped by race (White/ Non-white), ethnicity (Hispanic/ Non-Hispanic), and primary spoken language (English/ non-English). Other demographic data included sex, age, body mass index, tobacco use, and insurance profile. The type of treatment (operative or nonoperative), length of postoperative admission, postoperative complication rates, and reoperation rates were compared between the groups using Chi square tests. Linear regression models were used to determine if the primary explanatory variables were among the factors affecting the time between initial consultation and surgical treatment, and duration of hospital stay. P0.05). Linear regression revealed that, among the explanatory variables, Hispanic ethnicity (Unstandardised coefficient=18.017; p=0.021), and history of former or no tobacco use (Unstandardised coefficient=9.156; p=0.021) significantly predicted the time gap between the diagnosis of end-stage ankle arthritis and surgical treatment. Regression models also showed that primary language being non-English and septic arthitis as a predisposing cause of arthitis significantly predicted hospital stay duration (Unstandardised coefficient= 3.409, 13.228 respectively, p= 0.010,
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- 2022
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8. Use of a Lightweight Portable Fluoroscopy Device for Obtaining Weightbearing Ankle Images
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Soheil Ashkani-Esfahani MD, Haggai Schermann MD, MPH, John Z. Zhao MD, Bart Lubberts MD, PhD, Philip Kaiser MD, and Gregory R. Waryasz MD
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Orthopedic surgery ,RD701-811 - Abstract
Category: Ankle; Other Introduction/Purpose: Portable fluoroscopy devices provide point-of-care imaging in emergency and out-patient clinics. In patients suffering from ankle syndesmosis injuries, imaging under physiologic load can lead to more accurate diagnosis, particularly in subtle cases. In this study, we compared weightbearing images obtained using a novel lightweight portable battery-powered fluoroscopy device with a conventional radiography device regarding syndesmosis examination measurements. Methods: In this prospective study, eleven healthy participants underwent bilateral three-view weightbearing imaging of both ankles using a radiography (X-ray group) device and a portable fluoroscopy system (Smart-C group). Radiographic measurements were done by two observers on anteroposterior, mortise, and lateral views were compared between the two techniques. These measurements included talar tilt, tibiofibular clear space, tibiofibular overlap, plafond malleolar angle, medial distal tibial angle, medial clear space, lateral distal tibial angle, anterior and posterior tibiofibular distance were measured using the appropriate view. Data were compared between the two techniques; the interobserver agreement was calculated within each group. P
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- 2022
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9. Patients' Opinions on Critical Portions of Surgical Procedures in Foot and Ankle Surgery
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Alexandra Flaherty, Vasundhara Mathur, Nasser Heyrani MD, Bart Lubberts MD, PhD, Gregory R. Waryasz MD, Daniel Guss MD, MBA, Soheil Ashkani-Esfahani MD, and Christopher W. DiGiovanni MD
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Orthopedic surgery ,RD701-811 - Abstract
Category: Other; Ankle Introduction/Purpose: Over the last decade, simultaneous or overlapping procedures in orthopedic surgery have come under increased media attention and public scrutiny. While little is known about what surgeons consider to be 'critical portions' of the myriad of foot and ankle procedures performed, even less is known about the expectations and opinions of patients themselves. In this study we aimed to elucidate patients' expectations of foot and ankle surgeons regarding their presence at different portions of a given surgery and what portions of a surgery they considered to be 'critical'. Methods: In this survey, data was collected using a questionnaire that was filled out by 49 patients presenting to an orthopedic foot and ankle tertiary referral clinic. The questions were designed around three common foot and ankle procedures: open reduction, internal fixation of fractures (ORIF), Achilles tendon repair, and ankle arthroscopy. For each procedure, the key steps were identified, and the responding patient was asked to characterize each step as 'Always Critical' 'Often Critical' 'Sometimes Critical' 'Rarely Critical' or 'Never Critical.' Additionally, demographics, education level, number of prior surgeries, and profession were also collected from the patients. Data were described using means, ranges, and percentages. Results: Of the 49 patients surveyed, the average age was 52.9 years old; 59% were female and 41% were male; 76% of respondents were college graduates, 8% completed some college, and 12% were high school graduates. Overall, 12% of respondents work in a healthcare related field. The average number of previous surgeries was 2.0, with a minimum of 0 and a maximum of 14. In all three procedures, the steps for which more than 50% of the patients identified as 'Always Critical' were discussion of risks, benefits, and alternatives, marking the surgical site, pre-operative time-out, skin incision for ORIF, soft tissue dissection, reduction of fracture, fracture fixation with hardware, repair of the tendon, and scoping the ankle. Across all three procedures, transferring the patient between operating table and bed, applying a sterile bandage, and applying a splint were categorized as the least critical portions of the procedure (Figure 1). Conclusion: The result of this study offers insight on what the most critical portion of three common foot and ankle procedures from the patient's perspective. Generally speaking, patients perceived initial dissection and even closure to be critical, in addition to procedural elements such as fracture reduction. Ongoing research aims to correlate these findings with the perceptions of foot and ankle surgeons themselves. Nonetheless, it highlights the potential discrepancy in perceptions between clinicians and patients as it pertains to 'critical portions' of a given procedure.
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- 2022
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10. The Lateral Fibular Stress Test: High Variability of Force Applied May Lead to Under-Detection of Syndesmotic Instability
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Eitan M. Ingall MD, Philip Kaiser MD, Soheil Ashkani-Esfahani MD, John Z. Zhao MD, and John Y. Kwon MD
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Orthopedic surgery ,RD701-811 - Abstract
Category: Ankle Introduction/Purpose: The lateral fibular stress test (LFST), also known as the hook or Cotton test, is commonly performed to assess syndesmotic instability intraoperatively. Several studies have determined that 100 Newtons (N) is the required force applied when performing the LFST to detect syndesmotic instability. We hypothesize that surgeons do not uniformly nor consistently apply 100N of force when performing the LFST and that substantial variation exists. Fundamentally, this could lead to under-detection of syndesmotic instability as surgeons may not be applying the requisite force in a consistent manner. Methods: A biomechanical SawBones lower leg model including simulated soft tissue envelope (SawBones inc., Vashon Island, Washington) was mounted to a board and a 1cm diameter hole was drilled across the tibia and fibula in the area of the syndesmosis. An industrial force gauge (Nidec-Shimpo, Kyoto, Japan) was then mounted. A metal extension piece was passed from the force gauge through the hole and positioned so that the tip was exposed on the lateral side of the model. A commonly utilized reduction clamp was affixed to the force gauge. Orthopaedic attending surgeons and trainees were asked to perform a series of LFSTs and to simulate the force they typically apply intra-operatively and this force was recorded in Newtons (N). Basic demographic data was collected on each participant. Results: 33 surgeons participated in the study, including 18 trainees. The median (IQR) force applied during the LFST was 96.42(71.42-126.33), 87.49 (69.19-117.40), 99.99(79.91-137.49), for the pooled group, attendings, and trainees respectively. Over half (54.5%) of all trials were less than 100N (57.8% of surgeons, 51.8% trainees). The distribution of pulls is shown in Figure 1. Intraobserver correlation was excellent within the overall cohort (0.92, p
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- 2022
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11. The Use of Amniotic Membrane for Peripheral Nerve Injury in Lower Extremity Surgical Procedures
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Alexis Cacace, Jillian Haywood, Soheil Ashkani-Esfahani MD, Michael A. Vrolyk PA-C, Arianna L. Gianakos DO, Christopher W. DiGiovanni MD, Daniel Guss MD, MBA, and Gregory R. Waryasz MD
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Orthopedic surgery ,RD701-811 - Abstract
Category: Basic Sciences/Biologics; Other Introduction/Purpose: Patients undergoing nerve decompression surgery often report persistent symptoms. Some have suggested that wrapping the affected nerve with amniotic membrane may improve outcomes if the nerve is wrapped with amniotic membrane at the time of surgery, possibly related to anti-inflammatory, antifibrotic, or pro-regenerative effects. There is little in the foot and ankle literature to support such approaches. The aim of this preliminary study was to assess the initial safety of amniotic membrane use outcomes in foot and ankle surgery during nerve decompression procedures as an initial study in anticipation of a randomized, prospective trial. Methods: We retrospectively reviewed outcomes among 22 patients, >=18 years old, who had undergone amniotic membrane neurorrhaphy for lower extremity nerves including sural, saphenous, superficial peroneal, common peroneal, deep peroneal, digital (Morton's neuroma), Baxter's and posterior tibial nerve. Patients may have had multiple nerves wrapped and have had other procedures done. All patients had failed conservative treatments including cortisone injections, orthotics, nonsteroidal anti- inflammatory drugs, and physical therapy. Patients' demographics, postoperative complications, patient reported outcome measures (PROMs), and preoperative/postoperative Visual Analog Scores (VAS) for pain was collected. Data were reported in a descriptive manner. Results: Twenty-two patients, 16 females and 6 males averaging 51 years of age were assessed. Only one patient of the twenty- two reported a higher postoperative VAS compared to the preoperative VAS. There were no post-operative infections or reactions to the amniotic membrane. No patient required repeat surgery. The average pre- and post-operative VAS were 6.36 and 2.77, respectively. The average PROMs Pain Interference and Pain Intensity (Short Form 4a and 3a, respectively) were 42.02 and 35.94, respectively, that were within the normal range. Conclusion: The use of amniotic membrane wrap in lower extremity nerve decompression procedures was shown to be safe regarding post-operative short-term complications in this series of patients. However, in order to prove the usefulness of this technique for pain and function improvement, further studies with larger populations, particularly randomized clinical trials with long term follow up are necessary.
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- 2022
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12. The Lateral Drawer Test: A New Clinical Test to Assess Mortise Instability in Weber B Fibula Fractures
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John Z. Zhao MD, Eitan M. Ingall MD, Siddhartha Sharma MS, FRCS, Soheil Ashkani-Esfahani MD, Yuzuru Sakakibara MD, PhD, Anthony Yi MD, Christopher P. Miller MD, MHS, and John Y. Kwon MD
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Orthopedic surgery ,RD701-811 - Abstract
Background: Assessment of mortise stability is paramount in determining appropriate management of ankle fractures. Although instability is readily apparent in bimalleolar or trimalleolar ankle fractures, determination of instability in the isolated Weber B fibula fracture often requires further investigation. Prior authors have demonstrated poor predictive value of physical examination findings such as tenderness, ecchymosis, and swelling with instability. The goal of this study is to test the validity of a new clinical examination maneuver, the lateral drawer test, against the gravity stress view (GSV) in a cohort of patients with Weber B fibula fractures. Secondary goals included assessing pain tolerability of the lateral drawer test, as well as testing interobserver reliability. Methods: Sixty-two patients presenting with isolated fibula fractures were prospectively identified by an orthopaedic nurse practitioner or resident. Three nonweightbearing radiographic views of the ankle as well as a GSV were obtained. Radiographs were not visualized before conducting the lateral drawer test. Two foot and ankle fellowship–trained orthopaedic surgeons performed and graded the lateral drawer test. Radiographs were then examined and medial clear space (MCS) was measured. Visual analog scale (VAS) pain scores were obtained before and after testing. The results of the lateral drawer test were compared with radiographic measurements of MCS on GSV. A cadaveric experiment was devised to assess interobserver reliability of the lateral drawer test. Results: Thirty (48%) of 62 consecutively enrolled patients demonstrated radiographic instability with widening of the MCS ≥5 mm on GSV. When correlated with MCS measurement, the lateral drawer test demonstrated a sensitivity of 83%, specificity of 97%, positive predictive value (PPV) of 96%, and negative predictive value (NPV) of 86%. There was a strong correlation between the lateral drawer test grade and amount of MCS widening (Spearman correlation ρ = 0.82, P < .005). Patients tolerated the maneuver well with an average increase of 0.7 on the VAS pain scale. Testing of 2 observers utilizing the cadaveric model demonstrated a Cohen’s Kappa coefficient of 0.7 indicating moderate interobserver agreement. Conclusion: The lateral drawer test demonstrates high sensitivity, specificity, PPV, and NPV with moderate interobserver reliability compared with the MCS on GSV in patients presenting with Weber B fibula fractures. Although further external validation is required, the lateral drawer test may offer an adjunct tool via physical examination to help determine mortise stability. Level of Evidence: Level II, Prospective Cohort Study.
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- 2022
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13. The Lateral Fibular Stress Test: High Variability of Force Applied by Orthopaedic Surgeons in a Biomechanical Model
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Eitan M. Ingall MD, Philip Kaiser MD, Soheil Ashkani-Esfahani MD, John Zhao MD, and John Y. Kwon MD
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Orthopedic surgery ,RD701-811 - Abstract
Background: The lateral fibular stress test (LFST), also known as the hook or Cotton test, is commonly performed to assess syndesmotic instability intraoperatively. Several studies have used 100 N as the force applied when performing the LFST to detect syndesmotic instability, though no evidence-based requisite force has been described for the test. We hypothesize that surgeons do not apply force uniformly or consistently when performing the LFST and that substantial variation exists. Fundamentally, this could lead to inconsistent diagnosis of syndesmotic instability as surgeons may not be applying the force in a consistent manner. Methods: A biomechanical ankle model consisting of an industrial force gauge attached through a SawBones model was fashioned. Orthopaedic attending surgeons and trainees were asked to perform a series of LFSTs and to simulate the force they typically apply intraoperatively. Basic demographic data were collected on each participant. Results: Thirty-three surgeons participated in the study, including 18 trainees. The median (IQR) force applied during the LFST was 96.42 (71.42-126.33), 87.49 (69.19-117.40), 99.99 (79.91-137.49), for the pooled group, attendings, and trainees respectively. More than half (54.5%) of all trials were less than 100 N (57.8% of surgeons, 51.8% trainees). Intraobserver correlation was excellent within the overall cohort (0.92, P < .001), trainees (0.90, P < .001), and attendings (0.94, P < .001), respectively. Interobserver reliability was fair among the overall cohort (κ =0.28, P = .49), and poor between the attendings (κ = 0.11, P = .69) and the trainees (κ = 0.05, P = .82), respectively. Conclusion: Our study demonstrates that the amount of force applied by typical surgeons when performing the LFST test is highly variable. Variable force application when performing the LFST may lead to inconsistent detection of syndesmotic instability, which may portend a poorer outcome. Clinical Relevance: In this study, we demonstrate the wide variability in the amount of force used during a lateral fibular stress test. High variability of force application when performing the LFST may lead to inconsistent diagnosis of syndesmotic instability, which may portend a poorer outcome. Our findings suggest the need for further investigation into the technical aspects of syndesmotic testing that will permit more reproducible and valid interrogation of the syndesmosis.
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- 2022
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14. Impact of Weber B Fracture Displacement on Medial Clear Space Volume: How Much Displacement Matters?
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Rohan Bhimani MD, MBA, Marguerite A. Mullen, Soheil Ashkani-Esfahani MD, Gregory R. Waryasz MD, Gino Kerkhoffs MD, Christopher W. DiGiovanni MD, and Daniel Guss MD, MBA
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Orthopedic surgery ,RD701-811 - Abstract
Category: Ankle; Sports; Trauma Introduction/Purpose: Numerous radiographic studies examining Weber B fibular fractures demonstrate no change in tibiotalar contact area until the deltoid ligament is disrupted. In contrast, more recent studies using weight-bearing CT scan (WBCT) and 3D volume analysis suggest that medial clear space (MCS) volume can in fact increase in the setting of a Weber B fibular fracture even if initial radiographs are reassuring, possibly due to a loss of fibular buttress. This study aims to evaluate the ability of WBCT to quantify the impact of isolated Weber B fractures on MCS volume (3D), as well as understand the implication of increasing fibular displacement among patients with symmetric MCS distance (1D) on initial radiographs. Methods: The study group included 18 patients with unilateral Weber B ankle fractures who underwent preoperative bilateral foot and ankle WBCT. The control group consisted of 60 patients without ankle injury who underwent similar imaging. Measurements on WBCT images included: 1) MCS distance, 2) syndesmotic area, 3) anterior, middle, and posterior distal tibiofibular distance, 4) fibular rotation, 5) distance from fibular tip to plafond, and 6) fibular fracture displacement. Additionally, volumetric measurements included: 1) MCS volume 2) syndesmotic joint volume from the tibial plafond extending to 3cm and 5 cm proximally, and 3) lateral clear space volume were calculated. Area under the receiver operating characteristic (ROC) curve analysis and Delong test were used, and optimal cutoff values to distinguish between stable and unstable Weber B fractures without syndesmotic instability and MCS widening were determined using Youden's J statistic. Results: Among patients with unilateral Weber B ankle fractures, all WBCT measurements showed no side-to-side difference in any parameter, except MCS volume (p-values
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- 2022
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15. Automated Volume Measurement of the Syndesmosis Using 3D Weightbearing CT
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Daniel Guss MD, MBA, Olivia Lucchese MSc, Soheil Ashkani-Esfahani MD, Rohan Bhimani MD, MBA, Gregory R. Waryasz MD, Gino Kerkhoffs MD, Bart Lubberts MD, PhD, and Christopher W. DiGiovanni MD
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Orthopedic surgery ,RD701-811 - Abstract
Category: Ankle; Trauma; Other Introduction/Purpose: Recent studies have shown that weight-bearing computed tomography (WBCT) that allows 3D volume measurement of the distal syndesmosis while under physiologic load brings about a higher accuracy in detection of syndesmotic instability, especially if subtle. Since the volume measurement method is complex, time-consuming, and has a noticeable interobserver bias, most clinicians might not still be interested in utilizing it in practice. Automatization of this measurement using computer-assisted methods will not only reduce the interobserver bias but also will be faster and more applicable in practice. This study aimed to develop an automated 3D syndesmosis volume measurement tool using image processing methods and compare the speed and the interobserver bias with human interpreters. Methods: We included 30 patients with subtle syndesmotic instability who had undergone WBCT and were diagnosed intraoperatively. Thirty individuals with otherwise healthy ankles who had WBCT images were allocated to the control group. The volume measurement up to 5cm proximal to the tibial plafond was considered as the most sensitive and specific method to assess syndesmotic stability based on the literature. An algorithm was developed using MATLAB software that could recognize and calculate the syndesmotic volume using WBCT images. The volume measurement method was used by two orthopaedic surgeons for the same population. The time spent by each surgeon and the algorithm was measured. Finally, the values were compared using the t-test; the interobserver correlation coefficient (ICC) was also calculated. P
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- 2022
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16. WBCT Can Effectively Diagnose Syndesmotic Instability Among Patients with Weber B Ankle Fractures
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Rohan Bhimani MD, MBA, Soheil Ashkani-Esfahani MD, Bart Lubberts MD, PhD, Philip Kaiser MD, Lorena Bejarano-Pineda MD, Gino Kerkhoffs MD, Gregory R. Waryasz MD, Christopher W. DiGiovanni MD, and Daniel Guss MD, MBA
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Orthopedic surgery ,RD701-811 - Abstract
Category: Ankle; Trauma Introduction/Purpose: Diagnosing and treating syndesmotic instability that occurs in some Weber B ankle fractures is essential to restore normal ankle joint kinematics and optimize clinical outcomes however subtle instability can be difficult to identify. WBCT evaluates the syndesmotic joint under physiologic load. We compared the diagnostic sensitivities of one-dimensional (1D) distance, two-dimensional (2D) area, and three-dimensional (3D) volumetric measurement of the injured syndesmotic joint on WBCT, in patients with unilateral Weber B ankle fractures with surgically-confirmed syndesmotic instability, to the contralateral uninjured side. Methods: Patients with unilateral surgically confirmed syndesmotic instability accompanying a Weber B type lateral malleolar ankle fracture (n = 23) who underwent preoperative bilateral foot and ankle WBCT were included. A separate group of patients with unilateral Weber B ankle fractures without syndesmotic instability and who underwent bilateral WBCT were included as a control group (n = 18). With the uninjured side serving as an internal control, measurements on bilateral WBCT images included: 1) syndesmotic area, 2) tibiofibular distance measured at the anterior, middle, and posterior aspect of the distal tibiofibular articulation, 3) fibular rotation, 4) distance from fibular tip to plafond, 4) fibular fracture displacement and 5) medial clear space distance. In addition, 3D volumetric measurements: 1) syndesmotic joint volume from the tibial plafond extending to 3cm and 5cm proximally, respectively 2) medial clear space volume, and 3) lateral clear space volume were calculated, and their sensitivities were compared to the aforementioned measurements. Results: Among patients with unilateral syndesmotic instability with Weber B ankle fractures, all WBCT measurements except medial clear space distance, syndesmotic area, and anterior and posterior tibiofibular distance were significantly greater on the injured compared to the uninjured side (p-values ranging from
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- 2022
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17. Defining Reference Values for the Anatomical Axis of Syndesmosis and Landmark for the Clamp Placement to Minimize Malreduction
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Rohan Bhimani MD, MBA, Soheil Ashkani-Esfahani MD, Bart Lubberts MD, PhD, Daniel Guss MD, MBA, Gino Kerkhoffs MD, Christopher W. DiGiovanni MD, and Gregory R. Waryasz MD
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Orthopedic surgery ,RD701-811 - Abstract
Category: Ankle; Sports; Trauma Introduction/Purpose: Malreduction of the fibula within the incisura is often caused by an eccentric clamp or screw placement and short fibular length. Weightbearing computed tomography (WBCT) has proven to be a reliable method to diagnose syndesmotic instability and can be used as a template to determine the syndesmotic axis and optimal position to place the clamp. We aimed to determine the anatomic axis of the syndesmosis, or the trans-syndesmotic angle (TSA) in healthy individuals on WBCT, and to see if side-to-side and gender based variations exist. We also aimed to determine the clamp's medial tine placement along the trans-syndesmotic axis. Methods: The study group was made up of patient population without ankle injury who underwent bilateral foot and ankle WBCT imaging (n = 100; 200 ankles). Measurements on bilateral WBCT images included: 1) TSA at 1cm, 2cm, and 3cm proximal to tibial plafond, respectively; 2) Medial tine of the clamp positioning at 1cm and 2 cm along the syndesmotic axis. The medial tine clamp position was described in terms of the percentage of anterior to posterior tibial diameter from the anterior cortical boundary. In addition, the aforementioned TSA measurements were compared to historically defined 30 degrees of syndesmotic axis. Paired t-test was used to compare side to side and gender based differences. A p-value < 0.05 was considered statistically significant. Results: In the uninjured healthy population, the mean trans-syndesmotic angles were 17.60, 21.60, and 24.10 at 1cm, 2cm, and 3cm proximal to the tibial plafond respectively. The clamp's medial tine should be positioned 24.7% and 21.3% of the AP tibial cortical distance, posterior to the anterior tibial cortex at 1cm and 2 cm proximal to the tibial plafond. There was no significant side to side or gender based differences for any of the measurements. Additionally, all three weightbearing TSA measurements were significantly larger than the historically defined syndesmotic angle of 30 degrees (p
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- 2022
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18. The Use of Deep Machine Learning in Detecting Subtle Lisfranc Joint Instability on Weightbearing Radiographs and Non-Weightbearing CT Scans
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Soheil Ashkani-Esfahani MD, Reza Mojahed-Yazdi, Rohan Bhimani MD, MBA, Gino Kerkhoffs MD, Gregory R. Waryasz MD, Christopher W. DiGiovanni MD, Bart Lubberts MD, PhD, and Daniel Guss MD, MBA
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Orthopedic surgery ,RD701-811 - Abstract
Category: Midfoot/Forefoot; Trauma Introduction/Purpose: Diagnosis of subtle Lisfranc joint instability, as a commonly missed foot injury, has remained a concern since it can result in future disabilities if inadequately treated. Weightbearing radiographs (WBR) and conventional CT scans are the most frequent methods in healthcare centers all around the world that are used to assess tarsometatarsal injuries, specifically the Lisfranc joint. However, their accuracy in detecting subtle cases varies depending on the experience and expertise of the interpreter as well as the quality of the images. We aimed to evaluate the use of deep learning and deep convolutional neural network (DCNN) in the detection of subtle Lisfranc instability using WBR and CT scans. Our hypothesis was that this method can increase the accuracy and hasten the interpretation using these modalities. Methods: We gathered 200 WBR and 200 CT scans of cases with subtle Lisfranc instability who were diagnosed intraoperatively; 200 WBR and 200 CT scans of patients with otherwise healthy feet were added as the control group. To increase the confidence in the results we implemented saliency maps to visualize the location of the injury as a heat map and exhibit the process of decision-making by the algorithm. The data of the study was expressed as sensitivity, specificity, accuracy, and the area under the curve (AUC). We used Inception DCNN model as the pre-trained DCNN model in this study. Results: The performance of the DCNN using WBR resulted in sensitivity=93.6%, specificity=91.1%, Accuracy= 94.7, AUC=98.2%. DCNN applied on CT scan resulted in sensitivity=95.8%, specificity=96.9%, accuracy= 93.2, and AUC=98.4%. In cases that the injury was detected correctly by the DCNN, the saliency map had shown the location of the injury correctly as well (100%, Figure 1 ). Conclusion: Here we showed that using DCNN on the currently used interpretation method can significantly improve the accuracy of interpretation using WBR and CT scans in the detection of subtle Lisfranc instability. WBR has lower costs and a lower rate of radiation, thus, improving its performance using deep learning methods can lead to a significant improvement in healthcare quality for the patient and reduced costs for the system.
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- 2022
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19. Assessment of Ankle Fractures using Deep Learning Algorithms and Convolutional Neural Network
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Soheil Ashkani-Esfahani MD, Reza Mojahed-Yazdi, Rohan Bhimani MD, MBA, Gino Kerkhoffs MD, Daniel Guss MD, MBA, Christopher W. DiGiovanni MD, and Bart Lubberts MD, PhD
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Orthopedic surgery ,RD701-811 - Abstract
Category: Ankle; Trauma Introduction/Purpose: Early and accurate detection of ankle fractures is crucial for reducing future complications. Radiographs are the most abundant imaging techniques for assessing fractures. We believe deep learning (DL) methods, through adequately trained deep convolutional neural networks (DCNNs), can assess radiographic images fast and accurate without human intervention. In this study, we aimed to assess the performance of two different DCNNs in detecting ankle fractures using radiographs compared to the ground truth. Methods: In this retrospective study, our DCNNs were trained using radiographs obtained from 1050 patients with ankle fracture and the same number of individuals with otherwise healthy ankles. Inception V3 and Renet50 pre-trained models were used in our algorithms. Danis-Weber classification method was used. Out of 1050, 72 individuals were labeled as occult fractures as they were not detected in the primary radiographic assessment. Using single-view radiographs was compared with 3-views (anteroposterior, mortise, lateral) for training the DCNNs. Results: Our DCNNs showed a better performance using 3-views images versus single-view based on greater values for accuracy, F-score, and area under the curve (AUC). The sensitivity and specificity in detection of ankle fractures using 3-views were 97.5% and 93.9% using Resnet50 compared to 98.7% and 98.6 using inception V3, respectively. Resnet50 missed 3 occult fractures while Inception V3 missed only one case. In cases that detected the fracture, the saliency map showed the location of the fracture ( Figure 1 ). Conclusion: The performance of our DCNNs showed a promising potential that can be considered in developing the currently used image interpretation programs or as a separate assistant to the clinicians to detect ankle fractures faster and more precisely.
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- 2022
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20. Cost-Effectiveness of Weight-Bearing Computed Tomography in Diagnosing Syndesmotic Instability
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Rohan Bhimani MD, MBA, Owen F. Searle, Soheil Ashkani-Esfahani MD, Gregory R. Waryasz MD, Gino Kerkhoffs MD, Christopher W. DiGiovanni MD, Daniel Guss MD, MBA, and Bart Lubberts MD, PhD
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Orthopedic surgery ,RD701-811 - Abstract
Category: Ankle; Sports; Other Introduction/Purpose: To optimize clinical outcomes, accurate diagnosis and treatment of syndesmotic instability is critical, but subtle instability can be challenging to identify. Weightbearing computed tomography (WBCT) has proved to be a reliable tool for diagnosing syndesmotic instability under physiologic load. We aimed to examine the cost-effectiveness of WBCT with radiographs and/or conventional CT for the diagnosis of syndesmotic instability from a patient perspective. Methods: A decision tree model was constructed to examine the cost-effectiveness of WBCT versus conventional CT (NWB CT) versus weightbearing (WB) radiographs versus non-weightbearing (NWB) radiographs (base case) as initial imaging with additional possible imaging for1268 patients with suspected syndesmotic instability. Patient's clinical and radiological notes were evaluated until the diagnosis of syndesmotic instability was established. The decision tree's probabilities, durations, and image counts were based on patient data. The main outcomes were 1) total imaging costs needed before syndesmotic instability was diagnosed, 2) quality-adjusted life-years (QALYs), 3) incremental cost-effectiveness ratios (ICERs), and 4) overall radiation dose prior to diagnosis. Imaging costs and radiation dose were derived from National Medicare reimbursement rates and the American College of Radiology, respectively. An incremental cost-effectiveness ratio threshold of $50,000 per quality-adjusted life years was used to evaluate cost-effectiveness. In addition, one-way and two-way sensitivity analyses were performed to determine the robustness of our findings. Results: WBCT resulted in 0.057 additional QALY gained per week compared with NWB radiographs, indicating WBCT to be more effective than NWB radiographs. Costs for WBCT imaging were $38.71 higher than NWB radiographs for an ICER of $38,563.96/QALY. Applying a commonly used threshold of $50,000 per QALY, the patient's willingness-to-pay for the amount of quality-adjusted life-year gained from using WBCT as an initial imaging modality was $54.41, suggesting WBCT first imaging strategy was a cost-effective intervention. In our study, the cost of WBCT imaging was $157.35. Sensitivity analyses demonstrated that WBCT was more cost effective than NWB radiographs up to a cost of $173.05. Additionally, initial WBCT resulted in lower overall radiation dosage (6.4 uSv) compared to the use of the other three imaging modalities as initial imaging strategy (initial NWB radiographs - 12.41 uSv; initial WB radiographs - 8.30 uSv, NWB CT first - 25 uSv). Conclusion: WBCT leads to higher QALYs compared to other diagnostic imaging modalities, resulting in improved outcomes for patients by eliminating redundant imaging.
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- 2022
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21. Volume Measurements on Weightbearing Computed Tomography Can Detect Subtle Syndesmotic Instability
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Soheil Ashkani-Esfahani MD, Rohan Bhimani MD, MBA, Bart Lubberts MD, PhD, Gino Kerkhoffs MD, Gregory R. Waryasz MD, Christopher W. DiGiovanni MD, and Daniel Guss MD, MBA
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Orthopedic surgery ,RD701-811 - Abstract
Category: Ankle; Trauma Introduction/Purpose: The ability to compare the ankle joints bilaterally in a 3D manner under physiologic weight provided by weight-bearing CT has led to a more accurate diagnostic method. While weight-bearing computed tomography (WBCT) allows 3D visualization of the distal syndesmosis, image interpretation has largely relied on 1D distance and, more recently, 2D area measurements. This study aimed to: 1) determine the sensitivity and specificity of 2D area and 3D volume WBCT measurements towards detecting subtle syndesmotic instability, 2) evaluate whether the patterns of changes in the 3D shape of the syndesmosis can be attributed to the type of ligament injury. Methods: A total of 24 patients with unilateral subtle syndesmotic instability and 24 individuals with uninjured ankles (controls) with bilateral ankle WBCT were assessed retrospectively. First, 2D areas at 0, 1, 3, 5,10 cm, and 3D volumes at 1, 3, 5, and 10cm above the tibial plafond were measured bilaterally. Secondly, given the volume measurement at the level of 5 cm proximal to the platform as the most sensitive and specific method introduced in this study, the 3D model of the distal tibiofibular space was created based on WBCT in a subset of 8 patients out of 24 in whom the type of ligament injury was recognized via MRI. The 3D model of the injured side was superimposed on the uninjured contralateral side to visualize the pattern of changes in different planes. P=39% at 5 cm height while without IOL injury the volume increased up to 26% (figure 1). The percentage of changes in 2D areas and 3D volumes showed significant differences in areas at 0cm (19.2%; p=0.004), 1cm (24.1%; p=0.002), 3cm (27.3%; p=0.003), 5cm (28%; p=0.002), and 10cm (29.3%; p=0.003) as well as volumes at 1cm (31.2%; p=0.003), 3cm (26.5%; p=0.001), 5cm (25.4%; p
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- 2022
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22. Deep Learning Improves the Accuracy of Weightbearing CT Scan in Detecting Subtle Syndesmotic Instability
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Daniel Guss MD, MBA, Reza Mojahed-Yazdi, Soheil Ashkani-Esfahani MD, Rohan Bhimani MD, MBA, Gregory R. Waryasz MD, Gino Kerkhoffs MD, Bart Lubberts MD, PhD, and Christopher W. DiGiovanni MD
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Orthopedic surgery ,RD701-811 - Abstract
Category: Ankle; Trauma Introduction/Purpose: Weightbearing CT (WBCT) scan provides an ability to compare the ankle joints bilaterally in a 3D manner under physiologic load. According to our recent investigations, 3D volume measurement of the syndesmosis, if measured up to 5cm proximal to the tibial plafond, can detect the instability with an accuracy of 90%, sensitivity of 95.8%, and specificity of 83.3%. However, these values can differ based on the knowledge and experience of the human interpreter. Deep learning, as a subset of machine learning, has shown promising potentials in processing and analyzing images and detecting abnormalities within the images using deep convolutional neural networks (DCNN). Herein, we aimed to assess the accuracy, sensitivity, and specificity of 3D volume WBCT evaluation using DCNN algorithms in patients with subtle syndesmotic instability. Methods: In this study 140 bilateral ankle WBCT scans of patients with subtle syndesmotic instability who were diagnosed intraoperatively were allocated to the patient group. The control group comprised 140 bilateral ankle WBCT images of healthy individuals. We utilized inception V3 model for our DCNN. Data augmentation and transfer learning were used; however, the images were not preprocessed in terms of change in size and resolution. The data were divided as 80:10:10 for training, validation, and test subsets, respectively. The outcome of the study was expressed as sensitivity, specificity, F-score, and the area under the curve (AUC). Results: The performance of our DCNN algorithm showed a sensitivity of 99.41%, specificity of 99.34%, F-score of 99.37%, and 99.99% AUC ( Figure 1 ). The change in loss value of the train data was plateaued after 40 iterations. Axial images were the most appropriate images that were used by the algorithm to detect the instability. Conclusion: In this study we observed that using DCNN in the process of WBCT image interpretation for diagnosis of syndesmotic instability, particularly in subtle cases, makes this modality almost perfect with a very small chance of missing a case. Training a DCNN using a greater number of inputs is still recommended to improve the validity and reliability of this method. Providing a heat map will also help clinicians discover the process of decision-making by these algorithms as DCNNs are sometimes called 'black box'.
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- 2022
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23. Mesenchymal Stem Cells Derived from Synovium and Fat Pad are Able to Treat Induced Ankle Osteoarthritis in Rats?
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Soheil Ashkani-Esfahani MD, Bart Lubberts MD, PhD, Rohan Bhimani MD, MBA, and Christopher W. DiGiovanni MD
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Orthopedic surgery ,RD701-811 - Abstract
Category: Ankle Arthritis; Ankle; Basic Sciences/Biologics Introduction/Purpose: Osteoarthritis (OA) is a chronic disease and a significant cause of joint pain, tenderness, and limitation of motion. At present, no specific treatment is available and mesenchymal stem cells (MSCs) have shown promising potentials in this regard. Herein, we aimed to evaluate the repairing potentials of stem cells derived from synovium and fat pad in treatment of OA in ankle joint. Methods: Twenty-eight male rats (220+-20 g, aged 10-12 weeks), were randomly divided into four groups (n=7): C1: non- treated, C2: Hyalgan treated, E1: Adipose-tissue derived stem cell treated, and E2: synovial-membrane based stem cell treated groups. Collagenase type II enzyme was injected into the left ankle; after eight weeks, OA was developed. Then, stem cells were injected and rats were followed for three months. Afterwards, rats were euthanized and specimens and radiological images were provided. P-value
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- 2020
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24. Using 3D Volume Measurements on Weightbearing Computed Tomography Scan to Diagnose Syndesmotic Instability
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Rohan Bhimani MD, MBA, Soheil Ashkani-Esfahani MD, Bart Lubberts MD, PhD, Daniel Guss MD, MBA, Noortje Hagemeijer MD, Gregory R. Waryasz MD, and Christopher W. DiGiovanni MD
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Orthopedic surgery ,RD701-811 - Abstract
Category: Ankle Introduction/Purpose: Diagnosing syndesmotic instability, especially when subtle, remains challenging. Weight bearing computed tomography (WBCT) offers a unique opportunity to evaluate the distal syndesmosis under physiologic load while simultaneously comparing the injured and uninjured side. We hypothesized that WBCT volumetric measurements of the distal syndesmosis were increased on the injured side as compared to the contralateral uninjured side among patients with syndesmotic instability. Our secondary hypothesis was that these 3-dimensional calculations were an even more sensitive determinant of instability as compared to 2-dimensional methodology. Methods: Twelve patients with unilateral syndesmotic instability requiring operative fixation who underwent preoperative bilateral foot and ankle WBCT were included in the study group. The control group comprised of 24 patients without ankle injury who underwent similar imaging. For each WBCT scan, 2-dimensional measurements of the interspace between the distal fibula and tibia were measured 1cm above the joint line in the axial plane, namely the syndesmosis area and the direct anterior, middle and posterior difference. Furthermore, three volumetric measurements of the interspace between the distal fibula and tibia were evaluated: 1) from the tibial plafond extending until 3cm proximally, 2) 5cm proximally, and 3) 10cm proximally from the joint line. Results: In patients with unilateral syndesmotic instability, all weightbearing volumetric measurements were significantly larger on the injured side as compared to the contralateral, uninjured side (p
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- 2020
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25. Using Area and Volume Measurements on Weightbearing CT to Detect Isolated Lisfranc Instability
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Rohan Bhimani MD, MBA, Pongpanot Sornsakrin, Soheil Ashkani-Esfahani MD, Bart Lubberts MD, PhD, Gregory R. Waryasz MD, Daniel Guss MD, MBA, and Christopher W. DiGiovanni MD
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Orthopedic surgery ,RD701-811 - Abstract
Category: Midfoot/Forefoot; Sports; Trauma Introduction/Purpose: Early detection of Lisfranc instability is critical for optimizing clinical outcomes. Injuries causing a more subtle instability, however, can be difficult to diagnose. The aim of this study was to compare the injured Lisfranc joint to the healthy contralateral side using weightbearing computed tomography (CT) in patients with known Lisfranc instability. We also aimed to define the range of normal measurement variation by comparing the Lisfranc joint measurements between the left and right foot in individuals without foot injury who underwent similar imaging. Our hypothesis was that compared to the healthy contralateral side, weightbearing CT area and volume measurements were increased in patients diagnosed with subtle Lisfranc instability. Methods: Patients with unilateral Lisfranc instability requiring operative fixation (n = 14) underwent preoperative bilateral foot and ankle weightbearing CT. A separate group of patients without foot injury who also underwent similar imaging were included as comparative controls (n = 36). For each weightbearing CT, 2 dimensional axial and coronal plane Lisfranc joint parameters, Lisfranc area, intercuneiform area, C1-M2 distance, C1-C2 distance, M1-M2 distance, first and second tarsometatarsal (TMT 1 and 2) alignment; and first and second tarsometatarsal (TMT 1and 2) dorsal step off were measured to evaluate the Lisfranc anatomy at a level 10 mm below the dorsal surface of medial cuneiform (Figures I and II). In addition, the volume of the Lisfranc joint was also evaluated. Values were recorded by two independent observers to assess interobserver reliability. Results: Among those with unilateral Lisfranc instability, values differed largely between the injured and the healthy contralateral side for all measurements performed (p-value range, 0.008 -
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- 2020
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26. Radiological Heatmap of Tarsometatarsal Capsule Locations: A Cadaveric Study
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Bedri Karaismailoglu MD, Matthias Peiffer MD, Fernando Raduan MD, Julian J. Hollander BSc, Ashley Knebel MS, John Kwon MD, Soheil Ashkani Esfahani MD, and Christopher P. Miller MD
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Orthopedic surgery ,RD701-811 - Abstract
Introduction/Purpose: Minimal invasive proximal metatarsal osteotomy (PMO) offers a successful approach for addressing metatarsus adductus while avoiding exposure of all metatarsals, thereby reducing the risk of complications such as wound infections and non-unions. An important hurdle is the absence of direct visualization for precise osteotomy placement. Staying within the tarsometatarsal (TMT) capsule enhances the chances of better union due to improved blood supply, although operating outside the capsule can aid in correcting more significant deformities. Despite having a macroscopic understanding of anatomical locations through specimens, there has been a lack of prior reports on their mapping in fluoroscopic images. Developing such maps could significantly improve the navigational skills of surgeons. This study aims to present heatmaps that illustrate the positions of distal attachments of TMT capsules. Methods: A total of nine specimens below the knee, devoid of any prior bone or joint abnormalities, were thawed a day prior to the experiments. After dissecting the dorsal skin, neurovascular structures, and tendons, only the bones and capsules remained. Flexible wires were placed alongside the distal edges of TMT capsules, encompassing the 1st, 2nd, 3rd, and 4th tarsometatarsal joints. This arrangement aimed to make the paths of these capsules visible when observed through X-ray imaging. The wires were then securely attached to the structures using a soft tissue adhesive. Fluoroscopy images were captured, including a calibration marker of a known diameter, in addition to taking macroscopic photographs. The specific coordinates of these structures were marked in a three-dimensional space within specialized 3D software. Subsequently, these coordinates were imported into a custom-designed Python script crafted for the purpose of generating heatmaps. Results: The heatmaps were successfully produced encompassing all TMT capsules spanning from the 1st to the 4th, and these were overlaid onto an anteroposterior fluoroscopy image of the foot (refer to Figure 1). This gradient of colors serves as a visual representation of differing magnitudes, with red denoting the most prevalent areas of the distal attachment of the TMT capsule, while blue corresponds to lower occurrences. Conclusion: These heatmaps not only showcase the predominantly observed sites of distal TMT attachments, depicted in red, but also signify diverse deviations, identifiable by the presence of less frequent zones indicated in blue. Consequently, surgeons are advised to consider these findings while planning their osteotomies based on their preferred positions. By furnishing surgeons with an extensive heatmap that outlines potential tarsometatarsal capsule insertions, this research not only furnishes them with a dependable guiding resource but also establishes a foundation for more assured and prosperous minimally invasive midfoot fusion procedures. Figure 1: The heatmap of 1st to 4th tarsometatarsal capsules on AP fluoroscopy.
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- 2024
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27. Gender Representation Among Foot & Ankle Conference Presenters and Research Authors: A 10-Year Analysis (2012-2022)
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Marguerite Anne Mullen BA, Emmanuel Budis BS, Arianna Gianakos DO, Soheil Ashkani Esfahani MD, Christopher W. DiGiovanni MD, and Daniel Guss MD, MBA
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Orthopedic surgery ,RD701-811 - Abstract
Introduction/Purpose: Today women are over 50% of medical school matriculants but remain underrepresented in orthopaedic surgery (~15% of residents and < 6% of practicing surgeons). Moreover, despite different and sometimes controversial reports, the rate of female society memberships and national and international meeting speakers as well as their contribution to leadership positions including moderating sessions, podiums, and symposiums are believed to be low. The objective of this study was to assess whether there is a gap in female representation among invited speakers at American Orthopaedic Foot & Ankle Society (AOFAS) national meetings relative to research productivity as reflected by article authorship in Foot & Ankle International journal (FAI). Methods: Programs for AOFAS specialty days and annual meetings and FAI articles from January 2012 to December 2022 were obtained. Industry-hosted programs were excluded. Gender was identified through personal acquaintance or online search on the biographies of the authors. Presentations and articles were categorized as “technical” or “non-technical”, where technical was defined as relating to basic science or the clinical practice of orthopaedics. Comparisons were done using the Chi-Square Test (significance level= p< 0.05). Results: 1,020 AOFAS presentations and 2,230 FAI articles were analyzed. Gender was unavailable for 0.19% of AOFAS speakers, 4.48% of FAI first authors and 4.13% of FAI senior authors. 11.08% of AOFAS invited national meeting speakers, 15.18% of FAI first authors and 7.40% of FAI senior authors were female. Overall, the proportion of female speakers was significantly lower than female first authors (p= 0.0036), and significantly higher than female senior authors (p < 0.001). In 2018 and 2019, women were more likely to have given “non-technical” AOFAS presentations. There was no significant difference in other years or among FAI articles. The average annual change was +2.00% female AOFAS presenters, +0.31% FAI female first authors and -0.37% FAI female senior authors per year. Conclusion: Women represented 15.16% of first authors in FAI between 2012 and 2022 but 11.08% of invited speakers at AOFAS meetings. Meanwhile, the percentage of female AOFAS membership in the organization as a whole increased from 7.5% to 13%. Thus, despite historically low rates of representation, female Foot & Ankle surgeons were proportionally represented in 2021 and 2022 among invited national conference presentations and research compared to female society membership and female research publications in FAI. There is still room to increase representation of deserving historically under-represented groups, however the increase in female AOFAS presenters demonstrates a positive trend. Figure 1. Percentage of AOFAS Female Podium Speakers and FAI Female 1st Authors, 2012 - 2022
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- 2024
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28. Effect of Sequential Burr Passes on Minimally Invasive Akin and First Metatarsal Dorsiflexion Osteotomies
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Matthias Peiffer MD, Bedri Karaismailoglu MD, Samir Ghandour MD, Nour Nassour MD, Jessica L. Duggan MS, Lorena Bejarano-Pineda MD, Soheil Ashkani Esfahani MD, and Christopher P. Miller MD
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Orthopedic surgery ,RD701-811 - Abstract
Introduction/Purpose: Minimally invasive surgical (MIS) techniques for are exponentially increasing as a surgical option for treating midfoot and forefoot conditions. However, performing percutaneous osteotomies using the burr prevents direct visualization to estimate the correct measurements for the resection. This study aimed to evaluate the impact of each burr pass on the degree of correction, gap size, and alignment in MIS Akin and first metatarsal dorsiflexion osteotomies (DFO). It is hoped that this will improve the surgeon's ability to correct the desired amount of deformity and assist in surgical planning. Methods: Minimally invasive Akin and first metatarsal DFO were performed on ten cadaveric specimens using a 2 mm Shannon burr. The lateral (for Akin) and plantar (for 1st DFO) cortices were left intact. A total of 5 passes with the Shannon burr were performed during each osteotomy. The osteotomy gap was manually closed after each pass and held closed while completing the subsequent passes. Fluoroscopy images were obtained before and after each of the five passes, on which two independent reviewers performed measurements and inter-observer reliability was evaluated with ICC analysis. Measurements included the metatarsal dorsiflexion angle (MDA) and dorsal cortical length (MDCL). Likewise, the phalangeal measurements included the first phalangeal medial cortical length (PCML) and proximal to distal phalangeal articular angle (PDPAA) (Figure 1). Results: The average decrease in PCML with each burr pass was as follows: 1.53 mm at the 1st pass, 1.33 mm at the 2nd pass, 1.27 mm at the 3rd pass, 1.23 mm at the 4th pass, and 1.13 mm at the 5th pass. The MDCL sequentially decreased by 1.80 mm, 1.59 mm, 1.35 mm, 0.75 mm, and 0.60 mm. The MDA consistently decreased, and the PDPAA incrementally became more valgus oriented following each consecutive burr pass. Interobserver reliability analysis demonstrated good agreement for all parameters. Conclusion: The results revealed the length and alignment changes trends in the forefoot and midfoot osteotomies with each burr pass. On average, a first metatarsal dorsal wedge resection of 4.7 mm and first phalangeal medial wedge resection of 2.9 mm was achieved after 3 and 2 burr passes, respectively. The first burr pass provided a correction of 76% of the burr diameter, while it decreased to 66%, 63%, 61%, and 56% of the burr diameter with each subsequent pass. This data may aid surgeons determine the optimal number of burr passes required for the amount of resection needed. Overview of the radiographic measurements. A) first metatarsal dorsiflexion angle (MDA), B) first metatarsal dorsal cortical length (MDCL), C) first phalangeal medial cortical length (PCML) and D) proximal to distal phalangeal articular angle (PDPAA). The diameter of the sphere © The Author(s) 2024(Dsphere) was calculated automatically by the MATLAB script for calibration purposes.
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- 2024
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29. A deep learning approach using an ensemble model to autocreate an image-based hip fracture registry
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Jacobien H.F. Oosterhoff, MD, PhD, Soomin Jeon, PhD, Bardiya Akhbari, PhD, David Shin, BS, Daniel G. Tobert, MD, Synho Do, PhD, Soheil Ashkani-Esfahani, MD, Hamid Ghaednia, PhD, and Joseph H. Schwab, MD, MS
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Orthopedic surgery ,RD701-811 - Abstract
Abstract. Objectives:. With more than 300,000 patients per year in the United States alone, hip fractures are one of the most common injuries occurring in the elderly. The incidence is predicted to rise to 6 million cases per annum worldwide by 2050. Many fracture registries have been established, serving as tools for quality surveillance and evaluating patient outcomes. Most registries are based on billing and procedural codes, prone to under-reporting of cases. Deep learning (DL) is able to interpret radiographic images and assist in fracture detection; we propose to conduct a DL-based approach intended to autocreate a fracture registry, specifically for the hip fracture population. Methods:. Conventional radiographs (n = 18,834) from 2919 patients from Massachusetts General Brigham hospitals were extracted (images designated as hip radiographs within the medical record). We designed a cascade model consisting of 3 submodules for image view classification (MI), postoperative implant detection (MII), and proximal femoral fracture detection (MIII), including data augmentation and scaling, and convolutional neural networks for model development. An ensemble model of 10 models (based on ResNet, VGG, DenseNet, and EfficientNet architectures) was created to detect the presence of a fracture. Results:. The accuracy of the developed submodules reached 92%–100%; visual explanations of model predictions were generated through gradient-based methods. Time for the automated model-based fracture–labeling was 0.03 seconds/image, compared with an average of 12 seconds/image for human annotation as calculated in our preprocessing stages. Conclusion:. This semisupervised DL approach labeled hip fractures with high accuracy. This mitigates the burden of annotations in a large data set, which is time-consuming and prone to under-reporting. The DL approach may prove beneficial for future efforts to autocreate construct registries that outperform current diagnosis and procedural codes. Clinicians and researchers can use the developed DL approach for quality improvement, diagnostic and prognostic research purposes, and building clinical decision support tools.
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- 2024
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30. Verapamil, a Calcium-Channel Blocker, Improves the Wound Healing Process in Rats with Excisional Full-Thickness Skin Wounds Based on Stereological Parameters.
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Ashkani-Esfahani S, Hosseinabadi OK, Moezzi P, Moafpourian Y, Kardeh S, Rafiee S, Fatheazam R, Noorafshan A, Nadimi E, Mehrvarz S, Khoshneviszadeh M, and Khoshneviszadeh M
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- Administration, Topical, Animals, Biopsy, Needle, Disease Models, Animal, Drug Administration Schedule, Follow-Up Studies, Gels therapeutic use, Immunohistochemistry, Injury Severity Score, Male, Photography, Pilot Projects, Random Allocation, Rats, Rats, Wistar, Statistics, Nonparametric, Therapeutics, Wounds and Injuries pathology, Calcium Channel Blockers therapeutic use, Verapamil therapeutic use, Wound Healing drug effects, Wounds and Injuries drug therapy
- Abstract
Objective: Calcium can play noticeable roles in the wound-healing process, such as its effects on organization of F-actinin collagen bundles by fibroblasts at the injury site. In addition, calcium-channel blockers such as verapamil have antioxidant activity by increasing nitric oxide production that promotes angiogenesis, proliferation of fibroblasts, and endothelial cells in the skin-regeneration process. Therefore, in this study, the authors' objective was to investigate the effects of verapamil on the process of wound healing in rat models according to stereological parameters., Materials and Methods: In this experimental study, 36 male Wistar rats were randomly divided into 3 groups (n = 12): the control group that received no treatment, gel-base-treated group, and the 5% verapamil gel-treated group. Treatments were done every 24 hours for 15 days. Wound closure rate, volume densities of the collagen bundles and the vessels, vessel's length density and mean diameter, and fibroblast populations were estimated using stereological methods and were analyzed by the Kruskal-Wallis and Mann-Whitney U tests; P < .05 was considered statistically significant., Results: The verapamil-treated group showed a faster wound closure rate in comparison with control and gel-base groups (P = .007 and P = .011). The numerical density of fibroblasts, volume density of collagen bundles, mean diameter, and volume densities of the vessels in the verapamil group were significantly higher than those in the control and the base groups (P < .005)., Conclusions: The authors showed that verapamil has the ability to improve wound healing by enhancing fibroblast proliferation, collagen bundle synthesis, and revascularization in skin injuries.
- Published
- 2016
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