30 results on '"Brahmajee Nallamothu"'
Search Results
2. Vessel segmentation for X-ray coronary angiography using ensemble methods with deep learning and filter-based features
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Zijun Gao, Lu Wang, Reza Soroushmehr, Alexander Wood, Jonathan Gryak, Brahmajee Nallamothu, and Kayvan Najarian
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Ensemble learning ,Deep learning ,Medical image segmentation ,X-ray coronary angiography ,Medical technology ,R855-855.5 - Abstract
Abstract Background Automated segmentation of coronary arteries is a crucial step for computer-aided coronary artery disease (CAD) diagnosis and treatment planning. Correct delineation of the coronary artery is challenging in X-ray coronary angiography (XCA) due to the low signal-to-noise ratio and confounding background structures. Methods A novel ensemble framework for coronary artery segmentation in XCA images is proposed, which utilizes deep learning and filter-based features to construct models using the gradient boosting decision tree (GBDT) and deep forest classifiers. The proposed method was trained and tested on 130 XCA images. For each pixel of interest in the XCA images, a 37-dimensional feature vector was constructed based on (1) the statistics of multi-scale filtering responses in the morphological, spatial, and frequency domains; and (2) the feature maps obtained from trained deep neural networks. The performance of these models was compared with those of common deep neural networks on metrics including precision, sensitivity, specificity, F1 score, AUROC (the area under the receiver operating characteristic curve), and IoU (intersection over union). Results With hybrid under-sampling methods, the best performing GBDT model achieved a mean F1 score of 0.874, AUROC of 0.947, sensitivity of 0.902, and specificity of 0.992; while the best performing deep forest model obtained a mean F1 score of 0.867, AUROC of 0.95, sensitivity of 0.867, and specificity of 0.993. Compared with the evaluated deep neural networks, both models had better or comparable performance for all evaluated metrics with lower standard deviations over the test images. Conclusions The proposed feature-based ensemble method outperformed common deep convolutional neural networks in most performance metrics while yielding more consistent results. Such a method can be used to facilitate the assessment of stenosis and improve the quality of care in patients with CAD.
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- 2022
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3. A Physical Activity Just-in-time Adaptive Intervention Designed in Partnership With a Predominantly Black Community: Virtual, Community-Based Participatory Design Approach
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Maria Cielito Robles, Mark W Newman, Aalap Doshi, Sarah Bailey, Linde Huang, Soo Ji Choi, Chris Kurien, Beza Merid, Joan Cowdery, Jessica R Golbus, Christopher Huang, Michael P Dorsch, Brahmajee Nallamothu, and Lesli E Skolarus
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Medicine - Abstract
BackgroundBlack people are disproportionally impacted by hypertension. New approaches for encouraging healthy lifestyles are needed to reduce hypertension and promote health equity in Black communities. ObjectiveIn this report, we describe the early-stage, virtual design of a just-in-time adaptive intervention (JITAI) to increase physical activity in partnership with members of a low-income, predominantly Black community. MethodsThe hallmark of JITAIs is highly contextualized mobile app push notifications. Thus, understanding participants' context and determinants of physical activity are critical. During the height of the COVID-19 pandemic, we conducted virtual discovery interviews and analysis guided by the Behavior Change Wheel (which focuses on participants' capacity, opportunity, and motivation to engage in physical activity), as well as empathy mapping. We then formed a community-academic participatory design team that partnered in the design sprint, storyboarding, and paper prototyping. ResultsFor this study, 5 community members participated in the discovery interviews, 12 stakeholders participated in the empathy mapping, 3 community members represented the community on the design team, and 10 community members provided storyboard or paper prototyping feedback. Only one community member had used videoconferencing prior to partnering with the academic team, and none had design experience. A set of 5 community-academic partner design principles were created: (1) keep users front and center, (2) tailor to the individual, (3) draw on existing motivation, (4) make physical activity feel approachable, and (5) make data collection transparent yet unobtrusive. To address community-specific barriers, the community-academic design team decided that mobile app push notifications will be tailored to participants’ baseline mobility level and community resources (eg, local parks and events). Push notifications will also be tailored based on the day (weekday versus weekend), time of day, and weather. Motivation will be enhanced via adaptive goal setting with supportive feedback and social support via community-generated notifications. ConclusionsWe completed early-stage virtual design of a JITAI in partnership with community participants and a community design team with limited design and videoconferencing experience. We found that designing JITAIs with the community enables these interventions to address community-specific needs, which may lead to a more meaningful impact on users' health.
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- 2022
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- View/download PDF
4. Opioid and benzodiazepine prescription among patients with cirrhosis compared to other forms of chronic disease
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Monica A Konerman, Mary Rogers, Brooke Kenney, Amit G Singal, Elliot Tapper, Pratima Sharma, Sameer Saini, Brahmajee Nallamothu, and Akbar Waljee
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Diseases of the digestive system. Gastroenterology ,RC799-869 - Abstract
ObjectiveData on patterns and correlates of opioid and benzodiazepines prescriptions among patients with chronic conditions are limited. Given a diminished capacity for hepatic clearance, patients with cirrhosis represent a high risk group for use. The aim of this study was to characterise the patterns and correlates of prescription opioid, benzodiazepine and dual drug prescriptions among individuals with common chronic diseases.DesignAnalysis of Truven Marketscan database to evaluate individuals with drug coverage with cirrhosis (n=169,181), chronic hepatitis C without cirrhosis (n=210 191), congestive heart failure (n=766 840) or chronic obstructive pulmonary disease (n=1 438 798). Pharmacy files were examined for outpatient prescriptions.ResultsPatients with cirrhosis had a significantly higher prevalence of opioid prescriptions (37.1 per 100 person-years vs 24.3–26.0, p≤0.001) and benzodiazepine prescriptions (21.3 per 100 person-years vs 12.1–12.9, p90 daily oral morphine equivalents) (29.1% vs 14.4%, p
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- 2019
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5. Framework for a National STEMI Program: Consensus document developed by STEMI INDIA, Cardiological Society of India and Association Physicians of India
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Thomas Alexander, Ajit S. Mullasari, Zuzana Kaifoszova, Umesh N. Khot, Brahmajee Nallamothu, Rao G.V. Ramana, Meenakshi Sharma, Kala Subramaniam, Ganesh Veerasekar, Suma M. Victor, Kiran Chand, P.K. Deb, K. Venugopal, H.K. Chopra, Santanu Guha, Amal Kumar Banerjee, A. Muruganathan Armugam, Manotosh Panja, and Gurpreet Singh Wander
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STEMI reperfusion ,Systems of care ,Framework for a national strategy ,Surgery ,RD1-811 ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
The health care burden of ST elevation myocardial infarction (STEMI) in India is enormous. Yet, many patients with STEMI can seldom avail timely and evidence based reperfusion treatments. This gap in care is a result of financial barriers, limited healthcare infrastructure, poor knowledge and accessibility of acute medical services for a majority of the population. Addressing some of these issues, STEMI India, a not-for-profit organization, Cardiological Society of India (CSI) and Association Physicians of India (API) have developed a protocol of “systems of care” for efficient management of STEMI, with integrated networks of facilities. Leveraging newly-developed ambulance and emergency medical services, incorporating recent state insurance schemes for vulnerable populations to broaden access, and combining innovative, “state-of-the-art” information technology platforms with existing hospital infrastructure, are the crucial aspects of this system. A pilot program was successfully employed in the state of Tamilnadu. The purpose of this article is to describe the framework and methods associated with this programme with an aim to improve delivery of reperfusion therapy for STEMI in India. This programme can serve as model STEMI systems of care for other low-and-middle income countries.
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- 2015
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6. Not So Simple, Nor Model Minority
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Monica Parks, Brahmajee Nallamothu, and P. Michael Ho
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Cardiology and Cardiovascular Medicine - Published
- 2022
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7. A Physical Activity Just-in-time Adaptive Intervention Designed in Partnership With a Predominantly Black Community: Virtual, Community-Based Participatory Design Approach
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Maria Cielito Robles, Mark W Newman, Aalap Doshi, Sarah Bailey, Linde Huang, Soo Ji Choi, Chris Kurien, Beza Merid, Joan Cowdery, Jessica R Golbus, Christopher Huang, Michael P Dorsch, Brahmajee Nallamothu, and Lesli E Skolarus
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Medicine (miscellaneous) ,Health Informatics ,Computer Science Applications - Abstract
Background Black people are disproportionally impacted by hypertension. New approaches for encouraging healthy lifestyles are needed to reduce hypertension and promote health equity in Black communities. Objective In this report, we describe the early-stage, virtual design of a just-in-time adaptive intervention (JITAI) to increase physical activity in partnership with members of a low-income, predominantly Black community. Methods The hallmark of JITAIs is highly contextualized mobile app push notifications. Thus, understanding participants' context and determinants of physical activity are critical. During the height of the COVID-19 pandemic, we conducted virtual discovery interviews and analysis guided by the Behavior Change Wheel (which focuses on participants' capacity, opportunity, and motivation to engage in physical activity), as well as empathy mapping. We then formed a community-academic participatory design team that partnered in the design sprint, storyboarding, and paper prototyping. Results For this study, 5 community members participated in the discovery interviews, 12 stakeholders participated in the empathy mapping, 3 community members represented the community on the design team, and 10 community members provided storyboard or paper prototyping feedback. Only one community member had used videoconferencing prior to partnering with the academic team, and none had design experience. A set of 5 community-academic partner design principles were created: (1) keep users front and center, (2) tailor to the individual, (3) draw on existing motivation, (4) make physical activity feel approachable, and (5) make data collection transparent yet unobtrusive. To address community-specific barriers, the community-academic design team decided that mobile app push notifications will be tailored to participants’ baseline mobility level and community resources (eg, local parks and events). Push notifications will also be tailored based on the day (weekday versus weekend), time of day, and weather. Motivation will be enhanced via adaptive goal setting with supportive feedback and social support via community-generated notifications. Conclusions We completed early-stage virtual design of a JITAI in partnership with community participants and a community design team with limited design and videoconferencing experience. We found that designing JITAIs with the community enables these interventions to address community-specific needs, which may lead to a more meaningful impact on users' health.
- Published
- 2021
8. A Physical Activity Just-in-time Adaptive Intervention Designed in Partnership With a Predominantly Black Community: Virtual, Community-Based Participatory Design Approach (Preprint)
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Maria Cielito Robles, Mark W Newman, Aalap Doshi, Sarah Bailey, Linde Huang, Soo Ji Choi, Chris Kurien, Beza Merid, Joan Cowdery, Jessica R Golbus, Christopher Huang, Michael P Dorsch, Brahmajee Nallamothu, and Lesli E Skolarus
- Abstract
BACKGROUND Black people are disproportionally impacted by hypertension. New approaches for encouraging healthy lifestyles are needed to reduce hypertension and promote health equity in Black communities. OBJECTIVE In this report, we describe the early-stage, virtual design of a just-in-time adaptive intervention (JITAI) to increase physical activity in partnership with members of a low-income, predominantly Black community. METHODS The hallmark of JITAIs is highly contextualized mobile app push notifications. Thus, understanding participants' context and determinants of physical activity are critical. During the height of the COVID-19 pandemic, we conducted virtual discovery interviews and analysis guided by the Behavior Change Wheel (which focuses on participants' capacity, opportunity, and motivation to engage in physical activity), as well as empathy mapping. We then formed a community-academic participatory design team that partnered in the design sprint, storyboarding, and paper prototyping. RESULTS For this study, 5 community members participated in the discovery interviews, 12 stakeholders participated in the empathy mapping, 3 community members represented the community on the design team, and 10 community members provided storyboard or paper prototyping feedback. Only one community member had used videoconferencing prior to partnering with the academic team, and none had design experience. A set of 5 community-academic partner design principles were created: (1) keep users front and center, (2) tailor to the individual, (3) draw on existing motivation, (4) make physical activity feel approachable, and (5) make data collection transparent yet unobtrusive. To address community-specific barriers, the community-academic design team decided that mobile app push notifications will be tailored to participants’ baseline mobility level and community resources (eg, local parks and events). Push notifications will also be tailored based on the day (weekday versus weekend), time of day, and weather. Motivation will be enhanced via adaptive goal setting with supportive feedback and social support via community-generated notifications. CONCLUSIONS We completed early-stage virtual design of a JITAI in partnership with community participants and a community design team with limited design and videoconferencing experience. We found that designing JITAIs with the community enables these interventions to address community-specific needs, which may lead to a more meaningful impact on users' health.
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- 2021
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9. Abstract 26: Evaluating Variation in Return of Spontaneous Circulation Rates Across EMS Agencies in Michigan
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Mahshid Abir, Rama Salhi, Jason Goldstick, Jessica Lehrich, Sydney Fouche, Claude Setodji, Bill Forbush, Steve Kronick, Teri Shields, Erin Brennan, Robert Swor, Brian O’Neil, Robert Neumar, Brahmajee Nallamothu, and CARES Surveillance Group
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Physiology (medical) ,Cardiology and Cardiovascular Medicine - Abstract
Background: Out-of-hospital cardiac arrest (OHCA) outcomes vary significantly across U.S. communities; however, systems of care factors that increase the likelihood of survival have not been well elucidated. The Enhancing Pre-Hospital Outcomes for Cardiac Arrest (EPOC) study is quantifying variation in the rate of sustained return of spontaneous circulation (ROSC) upon ED arrival across Michigan EMS agencies as a first step to identifying ‘best practices’ in prehospital OHCA care. Methods: Michigan Cardiac Arrest Registry to Enhance Survival (CARES) data for the years 2014-2016 was used. EMS agencies with 5+ arrests over the study years were included in the analysis. Using mixed-effects logistic regression, we calculated each agency’s reliability-adjusted sustained ROSC upon ED arrival; these rates were standardized across patient-, community-, and arrest-level characteristics. Results: A total of 91 agencies covering >6.8 million lives met inclusion criteria. We included 14,219 OHCA patients with a mean age of 62.6, 40.0% female, and 18.2% with a shockable rhythm in the analyses. Across all agencies, the mean patient-standardized rate of sustained ROSC with pulse upon ED arrival was 25.3% (range, 6.1%-51.9%; IQR range, 18.9%-31.2%) ( Figure 1 ). There were 14 agencies with patient-standardized rates and 95% CIs that exceeded the overall mean survival rate suggesting better-than-average outcomes while 16 agencies had rates and 95% CIs that were lower than the overall mean survival rate. Conclusion: We found more than 8-fold variation in OHCA survival rates across EMS agencies in Michigan, suggesting large differences in the effectiveness of prehospital systems of care. Future qualitative work will seek to identify ‘best practices’ by further determining the role of key factors such as tele-dispatch CPR, EMS agencies, fire, and police within high performing systems.
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- 2018
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10. Drug-eluting stents versus bare-metal stents in saphenous vein grafts: a double-blind, randomised trial
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Emmanouil S Brilakis, Robert Edson, Deepak L Bhatt, Steven Goldman, David R Holmes, Sunil V Rao, Kendrick Shunk, Bavana V Rangan, Kreton Mavromatis, Kodangudi Ramanathan, Anthony A Bavry, Santiago Garcia, Faisal Latif, Ehrin Armstrong, Hani Jneid, Todd A Conner, Todd Wagner, Judit Karacsonyi, Lauren Uyeda, Beverly Ventura, Aaron Alsleben, Ying Lu, Mei-Chiung Shih, Subhash Banerjee, Bina Ahmed, D Michelle Ratliff, Mark Ricciardi, Mark Sheldon, Milton Icenogle, Richard Snider, Amer Ardati, Brahmajee Nallamothu, Claire Duvernoy, Daniel S Menees, Hitinder Gurm, Michael P Thomas, Paul Grossman, Kristine Owen, On Topaz, Gautam Kumar, Peter Block, David A Zidar, Hiram Bezerra, Jonathan Goldberg, Jose Ortiz, Joseph Jozic, Mohammed Osman, Noah Rosenthal, Sahil A Parikh, Tom A Lassar, Albert Chan, Arun Kumar, Kul Aggarwal, Tillmann Cyrus, Jerrold Grodin, Brack Hattler, Ivan Casserly, John Messenger, Michael Kim, R Kevin Rogers, Stephen Waldo, Thomas Tsai, Kenneth Morris, Mitchell Krucoff, Sunil Rao, Thomas J Povsic, William S Jones, Anthony Bavry, Calvin Choi, Ki Park, Jayson Liu, MD, Biswajit Kar, David Paniagua, Jeffrey Breall, Islam Bolad, Rita Mukerji, Roopa Subbarao, Ahmed Abdel-Latif, David C Booth, Khaled M Ziada, Lawrence Rajan, Abdul Hakeem, Barry F Uretsky, Mayank Agrawal, Rajesh Sachdeva, Zubair Ahmed, Jesse McGee, Rahman Shah, Alok Sharma, Edward McFalls, Rizwan Siddiqui, Selcuk Adabag, Stefan Bertog, Anand Irimpen, Drew Baldwin, Nidal Abi Rafeh, Owen Mogabgab, Patrice Delafontaine, Jeffrey Lorin, Steven Sedlis, Eliot Schechter, Mazen Abu-Fadel, Talla Rousan, Udho Thadani, Fady Malik, Jeffrey Zimmet, Tony Chou, Alexis Beatty, Kenneth Lehmann, Michael Stadius, Andrew Klein, Caroline Rowe, Megumi Taniuchi, Andrew J Klein, Michael Forsberg, Divya Kapoor, Elizabeth Juneman, Huu Tam Truong, Kapildeo Lotun, Ryan Tsuda, Sergio Thai, Hoang Thai, David Lu, Vasilios Papademetriou, David Faxon, Kevin Croce, Sammy Elmariah, and Scott Kinlay
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Graft Rejection ,Male ,medicine.medical_specialty ,medicine.medical_treatment ,Clinical Trials and Supportive Activities ,Self Expandable Metallic Stents ,Bioengineering ,030204 cardiovascular system & hematology ,Cardiovascular ,Medical and Health Sciences ,law.invention ,03 medical and health sciences ,0302 clinical medicine ,Percutaneous Coronary Intervention ,Randomized controlled trial ,Double-Blind Method ,law ,Clinical Research ,General & Internal Medicine ,Clinical endpoint ,medicine ,Humans ,Saphenous Vein ,030212 general & internal medicine ,Myocardial infarction ,Veterans Affairs ,Heart Disease - Coronary Heart Disease ,Aged ,Assistive Technology ,business.industry ,Hazard ratio ,Percutaneous coronary intervention ,Stent ,Thrombosis ,Drug-Eluting Stents ,General Medicine ,Middle Aged ,medicine.disease ,Atherosclerosis ,Surgery ,Stenosis ,Treatment Outcome ,Heart Disease ,Female ,Patient Safety ,business ,DIVA Trial Investigators - Abstract
Summary Background Few studies have examined the efficacy of drug-eluting stents (DES) for reducing aortocoronary saphenous vein bypass graft (SVG) failure compared with bare-metal stents (BMS) in patients undergoing stenting of de-novo SVG lesions. We assessed the risks and benefits of the use of DES versus BMS in de-novo SVG lesions. Methods Patients were recruited to our double-blind, randomised controlled trial from 25 US Department of Veterans Affairs centres. Eligible participants were aged at least 18 years and had at least one significant de-novo SVG lesion (50–99% stenosis of a 2·25–4·5 mm diameter SVG) requiring percutaneous coronary intervention with intent to use embolic protection devices. Enrolled patients were randomly assigned, in a 1:1 ratio, by phone randomisation system to receive a DES or BMS. Randomisation was stratified by presence or absence of diabetes and number of target SVG lesions requiring percutaneous coronary intervention (one or two or more) within each participating site by use of an adaptive scheme intended to balance the two stent type groups on marginal totals for the stratification factors. Patients, referring physicians, study coordinators, and outcome assessors were masked to group allocation. The primary endpoint was the 12-month incidence of target vessel failure, defined as the composite of cardiac death, target vessel myocardial infarction, or target vessel revascularisation. The DIVA trial is registered with ClinicalTrials.gov, number NCT01121224. Findings Between Jan 1, 2012, and Dec 31, 2015, 599 patients were randomly assigned to the stent groups, and the data for 597 patients were used. The patients' mean age was 68·6 (SD 7·6) years, and 595 (>99%) patients were men. The two stent groups were similar for most baseline characteristics. At 12 months, the incidence of target vessel failure was 17% (51 of 292) in the DES group versus 19% (58 of 305) in the BMS group (adjusted hazard ratio 0·92, 95% CI 0·63–1·34, p=0·70). Between-group differences in the components of the primary endpoint, serious adverse events, or stent thrombosis were not significant. Enrolment was stopped before the revised target sample size of 762 patients was reached. Interpretation In patients undergoing stenting of de-novo SVG lesions, no significant differences in outcomes between those receiving DES and BMS during 12 months of follow-up were found. The study results have important economic implications in countries with high DES prices such as the USA, because they suggest that the lower-cost BMS can be used in SVG lesions without compromising either safety or efficacy. Funding US Department of Veterans Affairs Cooperative Studies Program.
- Published
- 2018
11. 336 – Using Deep Learning for Automated Grading of Endoscopic Disease Severity in Ulcerative Colitis
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Ryan W. Stidham, Wenshuo Liu, Shrinivas Bishu, Michael D. Rice, Peter D. Higgins, Brahmajee Nallamothu, Ji Zhu, and Akbar K. Waljee
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medicine.medical_specialty ,Hepatology ,medicine.diagnostic_test ,business.industry ,Gastroenterology ,Colonoscopy ,medicine.disease ,Ulcerative colitis ,Endoscopy ,Patient referral ,Disease severity ,Severity of illness ,medicine ,Radiology ,Grading (education) ,business ,Area under the roc curve - Published
- 2019
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12. Percutaneous Coronary Intervention in Native Coronary Arteries Versus Bypass Grafts in Patients With Prior Coronary Artery Bypass Graft Surgery: Insights From the Veterans Affairs Clinical Assessment, Reporting, and Tracking Program
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Emmanouil S, Brilakis, Colin I, O'Donnell, William, Penny, Ehrin J, Armstrong, Thomas, Tsai, Thomas M, Maddox, Mary E, Plomondon, Subhash, Banerjee, Sunil V, Rao, Santiago, Garcia, Brahmajee, Nallamothu, Kendrick A, Shunk, Kreton, Mavromatis, Gary K, Grunwald, and Deepak L, Bhatt
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Male ,Time Factors ,Graft Occlusion, Vascular ,Coronary Artery Disease ,Kaplan-Meier Estimate ,Middle Aged ,Coronary Vessels ,Disease-Free Survival ,United States ,United States Department of Veterans Affairs ,Logistic Models ,Percutaneous Coronary Intervention ,Treatment Outcome ,Risk Factors ,Humans ,Female ,Saphenous Vein ,Hospital Mortality ,Coronary Artery Bypass ,Aged ,Proportional Hazards Models ,Retrospective Studies - Abstract
The aim of this study was to examine the frequency, associations, and outcomes of native coronary artery versus bypass graft percutaneous coronary intervention (PCI) in patients with prior coronary artery bypass grafting (CABG) in the Veterans Affairs (VA) integrated health care system.Patients with prior CABG surgery often undergo PCI, but the association between PCI target vessel and short- and long-term outcomes has received limited study.A national cohort of 11,118 veterans with prior CABG who underwent PCI between October 2005 and September 2013 at 67 VA hospitals was examined, and the outcomes of patients who underwent native coronary versus bypass graft PCI were compared. Logistic regression with generalized estimating equations was used to adjust for correlation between patients within hospitals. Cox regressions were modeled for each outcome to determine the variables with significant hazard ratios (HRs).During the study period, patients with prior CABG represented 18.5% of all patients undergoing PCI (11,118 of 60,171). The PCI target vessel was a native coronary artery in 73.4% and a bypass graft in 26.6%: 25.0% in a saphenous vein graft and 1.5% in an arterial graft. Compared with patients undergoing native coronary artery PCI, those undergoing bypass graft PCI had higher risk characteristics and more procedure-related complications. During a median follow-up period of 3.11 years, bypass graft PCI was associated with significantly higher mortality (adjusted HR: 1.30; 95% confidence interval: 1.18 to 1.42), myocardial infarction (adjusted HR: 1.61; 95% confidence interval: 1.43 to 1.82), and repeat revascularization (adjusted HR: 1.60; 95% confidence interval: 1.50 to 1.71).In a national cohort of veterans, almost three-quarters of PCIs performed in patients with prior CABG involved native coronary artery lesions. Compared with native coronary PCI, bypass graft PCI was significantly associated with higher incidence of short- and long-term major adverse events, including more than double the rate of in-hospital mortality.
- Published
- 2016
13. Abstract 274: Root Cause Analysis of Deaths in ST Elevation Myocardial Infarctions: What Can We Do Better?
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Fredy H El Sakr, Mohamad Kenaan, Daniel Menees, Brahmajee Nallamothu, and Hitinder Gurm
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Cardiology and Cardiovascular Medicine - Abstract
Background: Improving quality of care for patients presenting with ST elevation Myocardial infarctions (STEMI) is a national priority. However, recent data demonstrate that mortality has not changed despite numerous targeted efforts. Identifying potential areas in care that can be further optimized to decrease mortality remains a priority. Methods: We performed a root cause analysis of all patients who died following primary PCI during index hospitalization from 2008 to 2013 at the University of Michigan (n=25 deaths). Using a standardized data collection form, two interventional cardiologists reviewed patient care received prior to arrival to the catheterization lab, while in the catheterization lab, and after primary PCI to determine cause of death and to rate potential preventability of death on a Likert scale. Results: Majority of deaths were deemed unpreventable. Symptom-onset-to-medical care time was rated as the most common potentially preventable factor. Conclusion: Mortality following primary PCI was deemed mostly unpreventable. However, improvement in total ischemic time, and in particular symptom-onset to-medical care, was identified as one potential target that might be of value in further reducing the mortality associated with STEMI.
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- 2015
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14. Abstract 369: Greening Cardiology: Exploring the Sustainability Practices of Healthcare System Employees
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Azba Gurm, Jessica Lehrich, and Brahmajee Nallamothu
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Cardiology and Cardiovascular Medicine - Abstract
Background: Despite taking initiatives to be sustainable, health care systems continue to underachieve their potential and produce exorbitant amounts of waste. We examined the personal sustainability practices of healthcare workers, contrasting their behavior at work with that at home, since the actions of people ultimately determine the effectiveness of sustainability campaigns. Methods: We gave 52 full-time employees of the University of Michigan Cardiac Catheterization Laboratories an anonymous online survey pertaining to sustainability practices at home and work. Paired t-tests were used to compare parallel questions about recycling and energy saving habits between work and home and the Wilcoxon Mann Whitney test was used to examine demographic trends. Results: Participant sustainability habits at home consistently scored lower means, indicating a higher degree of sustainability engagement, than at work_except for the recycling of bottles, containers, and paper products, which showed no significant difference, and the use of motion sensor power strips. Physicians were found to engage in energy saving habits at home significantly less than non-physician employees (mean score, 2.7 versus 2.1; p = .0014) but otherwise, no other demographic varied significantly. Conclusion: Healthcare employees have the personal mindset to be sustainable, but the workplace offers fewer opportunities to do so than their own homes. Healthcare systems may improve sustainability by better designing care processes to maximize recycling and minimize waste, and fostering the personal responsibility for sustainability that is found in the home environment by emulating the sustainability opportunities at home.
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- 2015
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15. IMPACT OF INSTITUTIONAL REVIEW OF PCI APPROPRIATENESS ON QUALITY OF CARE AND OUTCOMES: AN ANALYSIS FROM THE TOP PCI STUDY AND THE NCDR-CATH PCI REGISTRY
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Nihar R. Desai, Craig S. Parzynski, Jeptha P. Curtis, Karl E. Minges, Henry Ting, Brahmajee Nallamothu, and John C. Messenger
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surgical procedures, operative ,Scrutiny ,business.industry ,Conventional PCI ,Medicine ,cardiovascular diseases ,Medical emergency ,Quality of care ,business ,medicine.disease ,Cardiology and Cardiovascular Medicine ,therapeutics - Abstract
Hospitals have been under increasing scrutiny regarding potentially inappropriate PCI. However, little is known about contemporary patterns of institutional review of PCI appropriateness and the impact of these programs on procedural appropriateness. The TOP PCI study surveyed 500 hospitals
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- 2015
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16. US Renal Data System 2015 Annual Data Report: Epidemiology of Kidney Disease in the United States
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Rajiv Saran, Yi Li, Bruce Robinson, Kevin C. Abbott, Lawrence Y.C. Agodoa, John Ayanian, Jennifer Bragg-Gresham, Rajesh Balkrishnan, Joline L.T. Chen, Elizabeth Cope, Paul W. Eggers, Daniel Gillen, Debbie Gipson, Susan M. Hailpern, Yoshio N. Hall, Kevin He, William Herman, Michael Heung, Richard A. Hirth, David Hutton, Steven J. Jacobsen, Kamyar Kalantar-Zadeh, Csaba P. Kovesdy, Yee Lu, Miklos Z. Molnar, Hal Morgenstern, Brahmajee Nallamothu, Danh V. Nguyen, Ann M. O’Hare, Brett Plattner, Ronald Pisoni, Friedrich K. Port, Panduranga Rao, Connie M. Rhee, Ankit Sakhuja, Douglas E. Schaubel, David T. Selewski, Vahakn Shahinian, John J. Sim, Peter Song, Elani Streja, Manjula Kurella Tamura, Francesca Tentori, Sarah White, and Kenneth Woodside
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03 medical and health sciences ,0302 clinical medicine ,Nephrology ,business.industry ,030232 urology & nephrology ,Medicine ,030204 cardiovascular system & hematology ,Theology ,business ,Article - Abstract
Author(s): Saran, Rajiv; Li, Yi; Robinson, Bruce; Abbott, Kevin C; Agodoa, Lawrence YC; Ayanian, John; Bragg-Gresham, Jennifer; Balkrishnan, Rajesh; Chen, Joline LT; Cope, Elizabeth; Eggers, Paul W; Gillen, Daniel; Gipson, Debbie; Hailpern, Susan M; Hall, Yoshio N; He, Kevin; Herman, William; Heung, Michael; Hirth, Richard A; Hutton, David; Jacobsen, Steven J; Kalantar-Zadeh, Kamyar; Kovesdy, Csaba P; Lu, Yee; Molnar, Miklos Z; Morgenstern, Hal; Nallamothu, Brahmajee; Nguyen, Danh V; O'Hare, Ann M; Plattner, Brett; Pisoni, Ronald; Port, Friedrich K; Rao, Panduranga; Rhee, Connie M; Sakhuja, Ankit; Schaubel, Douglas E; Selewski, David T; Shahinian, Vahakn; Sim, John J; Song, Peter; Streja, Elani; Kurella Tamura, Manjula; Tentori, Francesca; White, Sarah; Woodside, Kenneth; Hirth, Richard A
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- 2016
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17. THIRTY-DAY READMISSION RATE AND COST AFTER PERCUTANEOUS CORONARY INTERVENTION IN THE UNITED STATES: A NATIONAL READMISSION DATABASE ANALYSIS
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Rita Coram, Deepak Bhatt, Brahmajee Nallamothu, Gregg Fonarow, Avnish Tripathi, Sadip Pant, Sohail Ikram, J. Abbott, Harsh Golwala, and Abdur Rahman Khan
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medicine.medical_specialty ,business.industry ,THIRTY-DAY ,medicine.medical_treatment ,Database analysis ,Emergency medicine ,Medicine ,Percutaneous coronary intervention ,Medical emergency ,Cardiology and Cardiovascular Medicine ,business ,Readmission rate ,medicine.disease - Published
- 2017
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18. UTILIZATION OF HEART TEAMS IN THE UNITED STATES: RESULTS FROM THE TRANSLATING OUTSTANDING PERFORMANCE IN PERCUTANEOUS CORONARY INTERVENTION (TOP PCI) STUDY
- Author
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Karl E. Minges, Jeptha P. Curtis, Jeffrey Bruckel, Mohammed Salim Al-Damluji, and Brahmajee Nallamothu
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business.industry ,medicine.medical_treatment ,Conventional PCI ,medicine ,Percutaneous coronary intervention ,Medical emergency ,Cardiology and Cardiovascular Medicine ,business ,medicine.disease - Published
- 2017
- Full Text
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19. ROLE OF HOSPITAL VOLUME IN IDENTIFYING LOW AND HIGH-PERFORMING SURGICAL VALVE CENTERS IN THE UNITED STATES
- Author
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Dharam J. Kumbhani, Brahmajee Nallamothu, Ambarish Pandey, Rohan Khera, Michael E. Jessen, Mark H. Drazner, Ajay Kirtane, Sandeep R Das, James A. de Lemos, and Deepak L. Bhatt
- Subjects
medicine.medical_specialty ,Hospital volume ,business.industry ,Emergency medicine ,medicine ,Cardiology and Cardiovascular Medicine ,Intensive care medicine ,business - Published
- 2017
- Full Text
- View/download PDF
20. PERCUTANEOUS CORONARY INTERVENTION IN NATIVE CORONARY ARTERIES VERSUS BYPASS GRAFTS IN PATIENTS WITH PRIOR CORONARY ARTERY BYPASS GRAFT SURGERY: INSIGHTS FROM THE VETERANS AFFAIRS CLINICAL ASSESMENT REPORTING AND TRACKING PROGRAM
- Author
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Emmanouil S. Brilakis, Deepak L. Bhatt, Gary K. Grunwald, Sunil V. Rao, Subhash Banerjee, William Penny, Kreton Mavromatis, Thomas Maddox, Santiago Garcia, Ehrin Armstrong, Kendrick A. Shunk, Colin O’Donnell, Mary E. Plomondon, Brahmajee Nallamothu, and Thomas T Tsai
- Subjects
medicine.medical_specialty ,business.industry ,medicine.medical_treatment ,Percutaneous coronary intervention ,Bypass grafts ,Target vessel ,Surgery ,Coronary arteries ,surgical procedures, operative ,medicine.anatomical_structure ,Conventional PCI ,medicine ,In patient ,cardiovascular diseases ,Cardiology and Cardiovascular Medicine ,business ,Veterans Affairs ,Artery - Abstract
Patients with prior coronary artery bypass graft (CABG) surgery often undergo percutaneous coronary intervention (PCI), yet the association between PCI target vessel on short- and long-term outcomes has received limited study. We sought to examine the frequency, associations and outcomes of native
- Published
- 2016
- Full Text
- View/download PDF
21. ASSOCIATIONS OF HOSPITAL STRATEGIES AND 30-DAY RISK-STANDARDIZED MORTALITY RATES IN PERCUTANEOUS CORONARY INTERVENTION
- Author
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Jeptha Curtis, Karl E. Minges, Jeph Herrin, Nihar Desai, Brahmajee Nallamothu, John Rumsfeld, Mary Anne Elma, Peggy Chen, Henry Ting, and John Messenger
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Cardiology and Cardiovascular Medicine - Published
- 2016
- Full Text
- View/download PDF
22. ASSOCIATIONS OF HOSPITAL STRATEGIES AND 30-DAY RISK-STANDARDIZED READMISSION RATES IN PERCUTANEOUS CORONARY INTERVENTION
- Author
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Karl E. Minges, Brahmajee Nallamothu, John C. Messenger, Peggy G. Chen, Mary Anne Elma, Jeph Herrin, Jeptha P. Curtis, Henry Ting, Nihar R. Desai, and John S. Rumsfeld
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03 medical and health sciences ,medicine.medical_specialty ,0302 clinical medicine ,business.industry ,medicine.medical_treatment ,Emergency medicine ,Medicine ,Percutaneous coronary intervention ,030212 general & internal medicine ,030204 cardiovascular system & hematology ,Cardiology and Cardiovascular Medicine ,business - Published
- 2016
- Full Text
- View/download PDF
23. European health-care systems: a new CardioPulse series
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Brahmajee, Nallamothu and Thomas, Lüscher
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Europe ,Cost of Illness ,Health Care Reform ,Health Services Accessibility - Published
- 2012
24. Abstract 283: Temporal Trends in Treatment of ST-Elevation Myocardial Infarction Among Men and Women in Switzerland from 1997 through 2010
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Dragana Radovanovic, Brahmajee Nallamothu, Osmund Bertel, Franz Eberli, Philip Urban, Giovanni Pedrazzini, Hans Rickli, Jean-Christophe Stauffer, Stephan Windecker, Paul Erne, and null AMIS Plus Investigators
- Subjects
Cardiology and Cardiovascular Medicine - Abstract
Introduction: Few data describe temporal trends in presentation, treatment and outcome in men and women with acute ST-segment elevation myocardial infarction (STEMI). Methods: Swiss STEMI patients enrolled in the AMIS Plus registry from1997-2010 were analyzed using multivariate logistic regression. Results: From 20,363 STEMI patients, 5458 were women and 14,905 men. Women were 8.6 years older, had more co-morbidities (Charlson Index ≥2 16.9% vs 12.8%; P Conclusion: Therapy of STEMI patients has changed greatly during the past 14 years in Switzerland, largely in accordance with guideline recommendations.
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- 2012
- Full Text
- View/download PDF
25. Abstract 251: Clinical Symptoms and Angiographic Findings of Patients Undergoing Percutaneous Coronary Intervention without Prior Stress Testing: Insights from the NCDR
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Mouin Abdallah, John Spertus, Nestor Mercado, Brahmajee Nallamothu, Kevin Kennedy, Suzanne Arnold, and Paul Chan
- Subjects
Cardiology and Cardiovascular Medicine - Abstract
Background: Many patients undergoing elective percutaneous coronary intervention (PCI) do not have prior stress testing. It is unknown if these patients have more severe angina or obstructive coronary artery disease (CAD), whereby proceeding directly to PCI would represent sound clinical judgment and efficient use of resources. Methods: We identified elective PCIs performed between 1/1/09 - 3/31/11 in the NCDR CathPCI Registry ® and assessed for differences in angina (CCS class) and severity of CAD in those with and without pre-procedural stress testing. To further understand whether proceeding to PCI without prior stress testing could be justified because of a high pre-test probability for obstructive CAD (e.g., >70% stenosis in an epicardial coronary artery), we evaluated cardiac catheterizations performed within the registry during the same period to assess the diagnostic yield of obstructive CAD in patients with and without prior stress testing. Results: Of 246,629 elective PCIs, 89,084 (36.1%) were performed without prior stress testing. A substantial proportion of both groups undergoing PCI were asymptomatic (no stress test group: 28.9% vs. stress test group: 30.7%), with only a modest difference in the frequency of CCS class III/IV angina (16.2% vs. 11.9%; Table). No meaningful differences in the frequency of proximal LAD (29.7 % vs. 29.9%), left main (5.6% vs. 7.2%) or 3-vessel coronary artery disease (21.1% vs. 19.5%) were observed in the 2 PCI groups. Moreover, the diagnostic yield for obstructive CAD on cardiac catheterization for patients without prior stress testing (n=462,611) was 35.4%, as compared with 58.0%, 38.8%, and 24.1% for those with severe, moderate, and mild ischemia, on pre-procedural stress testing. Conclusion: For elective PCI, the current practice of proceeding to coronary angiography and PCI without prior stress testing does not identify higher risk coronary anatomy or more symptomatic patients and may not improve diagnostic yield.
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- 2012
- Full Text
- View/download PDF
26. Contrast-Induced Acute Kidney Injury and the Role of Chronic Kidney Disease in PCI
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Brahmajee Nallamothu, Uptal D. Patel, and J. Matthew Brennan
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medicine.medical_specialty ,business.industry ,media_common.quotation_subject ,Conventional PCI ,Acute kidney injury ,Urology ,Medicine ,Contrast (vision) ,business ,medicine.disease ,Kidney disease ,media_common - Published
- 2012
- Full Text
- View/download PDF
27. Abstract 15456: Computer-assisted Diagnosis of Coronary Angiography
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Soroushmehr, S.M.Reza, primary, Bafna, Abhishek, additional, Shashank, Sinha, additional, Brahmajee, Nallamothu, additional, Ward, Kevin, additional, and Najarian, Kayvan, additional
- Published
- 2015
- Full Text
- View/download PDF
28. ASSOCIATION OF INTERVENTIONAL CARDIOLOGY BOARD CERTIFICATION AND IN-HOSPITAL OUTCOMES OF PATIENTS UNDERGOING PERCUTANEOUS CORONARY INTERVENTIONS
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Brahmajee Nallamothu, Rebecca Lipner, Henry Ting, Paul Nicolas Fiorilli, Joseph Brennan, Karl E. Minges, Jeph Herrin, John C. Messenger, Eric S. Holmboe, and Jeptha P. Curtis
- Subjects
medicine.medical_specialty ,Percutaneous ,Interventional cardiology ,business.industry ,medicine.medical_treatment ,Psychological intervention ,Percutaneous coronary intervention ,Certification ,medicine.disease ,surgical procedures, operative ,Hospital outcomes ,Emergency medicine ,Conventional PCI ,Medicine ,cardiovascular diseases ,Medical emergency ,Board certification ,Cardiology and Cardiovascular Medicine ,business - Abstract
The ABIM has offered a certification exam in Interventional Cardiology (IC) since 1999, but limited information is available regarding its association with outcomes of patients undergoing percutaneous coronary intervention (PCI). We examined whether PCI outcomes varied by IC certification status.
- Published
- 2014
- Full Text
- View/download PDF
29. Additional file 2 of Perceptions of resuscitation care among in-hospital cardiac arrest responders: a qualitative analysis
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Samyukta Mullangi, Bhandari, Rohan, Porama Thanaporn, Christensen, Mary, Kronick, Steven, and Brahmajee Nallamothu
- Subjects
cardiovascular system ,3. Good health - Abstract
Additional file 2. Copy of survey sent to cardiac arrest first-responders.
30. Additional file 2 of Perceptions of resuscitation care among in-hospital cardiac arrest responders: a qualitative analysis
- Author
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Samyukta Mullangi, Bhandari, Rohan, Porama Thanaporn, Christensen, Mary, Kronick, Steven, and Brahmajee Nallamothu
- Subjects
cardiovascular system ,3. Good health - Abstract
Additional file 2. Copy of survey sent to cardiac arrest first-responders.
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