27 results on '"KOTARO WAKI"'
Search Results
2. Utility of an artificial intelligence system for classification of esophageal lesions when simulating its clinical use
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Ayaka Tajiri, Ryu Ishihara, Yusuke Kato, Takahiro Inoue, Katsunori Matsueda, Muneaki Miyake, Kotaro Waki, Yusaku Shimamoto, Hiromu Fukuda, Noriko Matsuura, Satoshi Egawa, Shinjiro Yamaguchi, Hideharu Ogiyama, Kiyoshi Ogiso, Tsutomu Nishida, Kenji Aoi, and Tomohiro Tada
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Medicine ,Science - Abstract
Abstract Previous reports have shown favorable performance of artificial intelligence (AI) systems for diagnosing esophageal squamous cell carcinoma (ESCC) compared with endoscopists. However, these findings don’t reflect performance in clinical situations, as endoscopists classify lesions based on both magnified and non-magnified videos, while AI systems often use only a few magnified narrow band imaging (NBI) still images. We evaluated the performance of the AI system in simulated clinical situations. We used 25,048 images from 1433 superficial ESCC and 4746 images from 410 noncancerous esophagi to construct our AI system. For the validation dataset, we took NBI videos of suspected superficial ESCCs. The AI system diagnosis used one magnified still image taken from each video, while 19 endoscopists used whole videos. We used 147 videos and still images including 83 superficial ESCC and 64 non-ESCC lesions. The accuracy, sensitivity and specificity for the classification of ESCC were, respectively, 80.9% [95% CI 73.6–87.0], 85.5% [76.1–92.3], and 75.0% [62.6–85.0] for the AI system and 69.2% [66.4–72.1], 67.5% [61.4–73.6], and 71.5% [61.9–81.0] for the endoscopists. The AI system correctly classified all ESCCs invading the muscularis mucosa or submucosa and 96.8% of lesions ≥ 20 mm, whereas even the experts diagnosed some of them as non-ESCCs. Our AI system showed higher accuracy for classifying ESCC and non-ESCC than endoscopists. It may provide valuable diagnostic support to endoscopists.
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- 2022
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3. Soft palate findings associated with a high risk of esophageal squamous cell carcinoma using an endoscopic system with enhanced depth-of-field imaging
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Kotaro Waki, MD, Ryu Ishihara, MD, Takahiro Inoue, MD, and Akira Maekawa, MD
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Diseases of the digestive system. Gastroenterology ,RC799-869 - Abstract
Background and Aims: We previously reported that 3 endoscopic findings of melanosis, whitish epithelium, and vasodilation in the soft palate are associated with a high risk of esophageal squamous cell carcinoma (ESCC). Conventional endoscopic systems require observation under magnification to evaluate vasodilation. This case series aims to present the evaluation of vasodilation without magnification using an endoscopic system with enhanced depth-of-field (EDOF) imaging. Methods: We observed the soft palate of 3 patients with early ESCC using an endoscopic system with EDOF (GIF-EZ1500 and EVIS X1 CV-1500, Olympus Co, Tokyo, Japan). Results: The patient in case 1 had marked melanosis, whitish epithelium, and vasodilation (focal type) in the soft palate. The patient in case 2 had melanosis and vasodilation (diffuse type) in the soft palate. The vasodilation in cases 1 and 2 could be evaluated sufficiently without magnification. The patient in case 3 had melanosis and whitish epithelium in the soft palate. The color tone of melanosis became sharpened using texture and color enhancement imaging. Conclusions: The endoscopic system with EDOF enabled us to evaluate all 3 soft palate findings associated with a high risk of ESCC, without magnification.
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- 2021
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4. Esophageal metal stent for malignant obstruction after prior radiotherapy
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Hiroyoshi Iwagami, Ryu Ishihara, Sachiko Yamamoto, Noriko Matsuura, Ayaka Shoji, Katsunori Matsueda, Takahiro Inoue, Muneaki Miyake, Kotaro Waki, Hiromu Fukuda, Yusaku Shimamoto, Mitsuhiro Kono, Hiroko Nakahira, Satoki Shichijo, Akira Maekawa, Takashi Kanesaka, Yoji Takeuchi, Koji Higashino, and Noriya Uedo
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Medicine ,Science - Abstract
Abstract The association between severe adverse events (SAEs) and prior radiotherapy or stent type remains controversial. Patients with esophageal or esophagogastric junctional cancer who underwent stent placement (2005–2019) were enrolled in this retrospective study conducted at a tertiary cancer institute in Japan. The exclusion criteria were follow-up period of
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- 2021
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5. Pulley traction–assisted endoscopic submucosal dissection with hemostatic forceps for a laterally spreading tumor in the ascending colon
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Satoki Shichijo, MD, PhD, Yoji Takeuchi, MD, PhD, Kotaro Waki, MD, and Noriya Uedo, MD, PhD
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Diseases of the digestive system. Gastroenterology ,RC799-869 - Published
- 2020
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6. Proton Pump Inhibitor Associated Multiple Gastric Hyperplastic Polyps With Uncontrollable Bleeding: A Case Report.
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MASATOSHI NAKASHIMA, HIDEAKI NAOE, YOSHIHIRO KOMOHARA, KOTARO WAKI, HIDEAKI MIYAMOTO, YOSHINARI SAKAI, TOSHIKI KOJIMA, TAKAO KANEMITSU, KENSHI YAO, and YASUHITO TANAKA
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PROTON pump inhibitors ,GASTRIN receptors ,METHOTREXATE ,BLOOD testing ,DIGESTIVE system endoscopic surgery - Abstract
Background/Aim: The long-term use of proton pump inhibitors (PPIs) has been reported to be strongly associated with the development of fundic gland polyps (FGPs). Conversely, a few cases of gastric hyperplastic polyps (GHPs) associated with PPI use have been reported. We experienced a case of PPI-associated multiple GHPs with uncontrollable bleeding. Case Report: A 64 year old man with a history of rheumatoid arthritis presented to the hospital with complaints of vertigo and black stools. Blood tests revealed anemia and hypoproteinemia. Esophagogastroduodenoscopy (EGD) showed blood and black residue accumulated in the stomach. The source of the bleeding was multiple hyperplastic polyps. Bleeding could be stopped even with fasting, and total blood transfusions amounted to 28 units of RBCs were required in 18 days. After the cessation of PPI, EGD showed that the polyps had almost disappeared. Pathological diagnosis of resected polyp was hyperplastic polyp, which was characterized by capillary hyperplasia and edema. Gastrin receptors were over-expressed in the foveolar epithelium and not in the capillaries. Methotrexate (MTX)-induced portal hypertensive gastroenteropathy was revealed during follow-up. We consider that the effect of portal hypertension may have caused the capillary hyperplasia. Conclusion: Although PPI-related polyps are usually fundic gland polyps and do not cause life-threatening adverse events, we experienced PPIrelated GHPs in which hemostasis was difficult to control. [ABSTRACT FROM AUTHOR]
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- 2024
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7. Artificial Intelligence–Based Diagnostic System for Esophageal Endoscopy
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Yoji Takeuchi, Hiromu Fukuda, Noriya Uedo, Muneaki Miyake, Yusuke Kato, Tomohiro Tada, Tomoki Michida, Ayaka Shoji, Kotaro Waki, Akira Maekawa, Takahiro Inoue, Yasuhito Tanaka, Takashi Kanesaka, Ryu Ishihara, Satoki Shichijo, Koji Higashino, and Katunori Matsueda
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medicine.medical_specialty ,medicine.diagnostic_test ,business.industry ,medicine ,Medical physics ,Diagnostic system ,business ,Endoscopy - Published
- 2022
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8. Delineating the extent of esophageal squamous cell carcinoma
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Yoji Takeuchi, Katsunori Matsueda, Ryu Ishihara, Hiromu Fukuda, Hiroko Nakahira, Masanori Kitamura, Noriko Matsuura, Takahiro Inoue, Hiroyoshi Iwagami, Ayaka Shoji, Satoki Shichijo, Noriya Uedo, Yasuhiro Fujiwara, Kotaro Waki, Sachiko Yamamoto, Shin-ichi Nakatsuka, Takashi Kanesaka, Yusaku Shimamoto, Mitsuhiro Kono, Tomoki Michida, Akira Maekawa, Muneaki Miyake, and Koji Higashino
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medicine.medical_specialty ,Esophageal Neoplasms ,Esophageal squamous cell carcinoma ,Chromoendoscopy ,03 medical and health sciences ,0302 clinical medicine ,Surgical oncology ,medicine ,Humans ,Endoscopic resection ,Coloring Agents ,Retrospective Studies ,medicine.diagnostic_test ,business.industry ,Gastroenterology ,Cancer ,Retrospective cohort study ,Esophageal cancer ,medicine.disease ,Endoscopy ,030220 oncology & carcinogenesis ,Carcinoma, Squamous Cell ,030211 gastroenterology & hepatology ,Esophageal Squamous Cell Carcinoma ,Esophagoscopy ,Radiology ,business - Abstract
Lugol chromoendoscopy has been conventionally used for the detection and delineation of esophageal squamous cell carcinoma (SCC). However, the boundaries of some lesions are unclear even with Lugol chromoendoscopy, and there is a risk of residual lesions or over-excision. This study aimed to evaluate the utility of narrow-band imaging (NBI) for the delineation of esophageal SCC in endoscopic resection. Among 367 esophageal SCCs endoscopically resected between January and December 2019 at our institute, this retrospective study included consecutive lesions, which were first marked with NBI, followed by Lugol chromoendoscopy. The proportion of residual cancer, which was defined as histologically proven cancer confirmed adjacent to the scar within 1 year after endoscopic resection, was evaluated. To evaluate whether the marks added by Lugol chromoendoscopy after NBI marking were more reliable, we evaluated the presence of cancer in the iodine-unstained area outside the NBI-determined marks, i.e., the cancerous area missed by NBI. The presence of cancer in the iodine-stained areas inside the NBI-determined marks, i.e., the cancerous area missed by Lugol, was also evaluated. These were compared to assess the risk of residual cancer in endoscopic resection with NBI and Lugol chromoendoscopy. Among 304 lesions, 2 (0.7%) residual cancers were detected. The cancerous area missed by NBI and the cancerous area missed by Lugol were identified in 18 (6%) and 43 (14%) lesions, respectively (P = 0.001). NBI might be acceptable for delineating the extent of esophageal SCCs that are difficult to delineate with Lugol chromoendoscopy.
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- 2021
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9. Curative value of underwater endoscopic mucosal resection for submucosally invasive colorectal cancer
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Sachiko Yamamoto, Koji Higashino, Hiroyoshi Iwagami, Hiromu Fukuda, Mitsuhiro Kono, Noriko Matsuura, Yusaku Shimamoto, Ryu Ishihara, Satoki Shichijo, Takahiro Inoue, Hiroko Nakahira, Ayaka Shoji, Takashi Kanesaka, Yoji Takeuchi, Noriya Uedo, Katsunori Matsueda, Kotaro Waki, Akira Maekawa, and Muneaki Miyake
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Male ,medicine.medical_specialty ,Endoscopic Mucosal Resection ,Colorectal cancer ,Endoscopic mucosal resection ,Lymph node metastasis ,Complete resection ,Lesion ,03 medical and health sciences ,0302 clinical medicine ,Humans ,Medicine ,Endoscopic resection ,Intestinal Mucosa ,Pathological ,Aged ,Retrospective Studies ,Hepatology ,business.industry ,Gastroenterology ,En bloc resection ,Colonoscopy ,medicine.disease ,Surgery ,Treatment Outcome ,030220 oncology & carcinogenesis ,030211 gastroenterology & hepatology ,medicine.symptom ,Colorectal Neoplasms ,business - Abstract
BACKGROUND AND AIM Occasionally, colorectal tumors without characteristics of deep submucosal invasion are found to be invasive upon pathological evaluation after endoscopic resection (ER). Because the resection depth for underwater endoscopic mucosal resection (UEMR) has not been clarified, we evaluated the feasibility of UEMR for pathologically invasive colorectal cancer (pT1-CRC). METHODS We retrospectively investigated data on the backgrounds and outcomes of patients with pT1-CRC who underwent UEMR between January 2014 and June 2019 at our institute. As a reference standard, the backgrounds and outcomes of pT1-CRCs that had undergone conventional EMR (CEMR) were also investigated. RESULTS Thirty-one patients (median age, 68 years [range, 32-88 years]; 22 men [71%]) were treated with UEMR. Median lesion size was 17 mm (range, 6-50 mm). The endoscopic complete resection rate was 100%. The overall en bloc resection rate was 77%, and the VM0, HM0, and R0 resection rates were 81%, 58%, and 55%, respectively. In cases of pT1a (invasion
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- 2021
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10. Validity of endoscopic resection for clinically diagnosed T1a-MM/T1b-SM1 N0 M0 esophageal squamous cell carcinoma
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Ryu Ishihara, Noriko Matsuura, Koji Higashino, Yoji Takeuchi, Takashi Kanesaka, Takahiro Inoue, Hiromu Fukuda, Noriya Uedo, Kotaro Waki, Katsunori Matsueda, Satoki Shichijo, Sachiko Yamamoto, Muneaki Miyake, Tomoki Michida, Akira Maekawa, and Ayaka Shoji
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medicine.medical_specialty ,Esophageal Neoplasms ,Tumor length ,Esophageal squamous cell carcinoma ,Metastasis ,03 medical and health sciences ,0302 clinical medicine ,Surgical oncology ,Humans ,Medicine ,Neoplasm Invasiveness ,Endoscopic resection ,Retrospective Studies ,Univariate analysis ,Mucous Membrane ,business.industry ,Gastroenterology ,Cancer ,medicine.disease ,Cardiothoracic surgery ,030220 oncology & carcinogenesis ,Carcinoma, Squamous Cell ,030211 gastroenterology & hepatology ,Esophageal Squamous Cell Carcinoma ,Esophagoscopy ,Radiology ,business - Abstract
Previous guidelines have not described clear recommendations for performing endoscopic resection (ER) of T1a-muscularis mucosa (MM)/T1b-submucosal (SM1) cancers that have invaded ≤ 200 μm because these are considered to have a non-negligible risk of metastasis based on previous analyses of pathologically diagnosed (p)MM/SM1 cancers. Considering that the indication for ER is determined based on a clinical diagnosis, the applicability of ER should be investigated in clinical (c)MM/SM1 but not pMM/SM1 cancers. This study aimed to evaluate validity of ER for cMM/SM1 cancers.In total, 175 cMM/SM1 esophageal squamous cell carcinoma cases that were endoscopically or surgically resected between January 2008 and December 2018 were identified from a prospectively maintained database. We histologically evaluated resected specimens and divided them into low- (n = 92) and high-risk (n = 83) cancers for metastasis.Univariate analysis showed that longer tumor length and larger circumferential extent were significantly correlated with high-risk cancer (P 0.001). Multivariate analysis showed that tumor circumference was an independent predictor of high-risk cancer (P = 0.036). The proportion of low-risk cancers among cases with ≤ 3/4, 3/4 and 1, and whole circumferential extent were 59, 17, and 14%, respectively, and the post-ER stricture rates of these groups were 12, 33, and 100%, respectively.ER is the first-line treatment for cMM/SM1 cancers with ≤ 3/4 circumferential extent considering that 59% of cMM/SM1 cancers were low-risk cancers for which ER is mostly curative. ER is not recommended for whole circumferential cMM/SM1 cancers given the low proportion of low-risk cancers and the high risk of stricture after ER.
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- 2021
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11. Endoscopic findings in the soft palatal mucosa are associated with the risk of esophageal squamous cell carcinoma
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Hiromu Fukuda, Kotaro Waki, Tomoki Michida, Akira Maekawa, Koji Higashino, Yoji Takeuchi, Muneaki Miyake, Takashi Kanesaka, Ryu Ishihara, Satoki Shichijo, Katunori Matsueda, Takahiro Inoue, Noriya Uedo, and Ayaka Shoji
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Adult ,Male ,Risk ,medicine.medical_specialty ,Alcohol Drinking ,Esophageal Neoplasms ,Smoking habit ,Esophageal squamous cell carcinoma ,Gastroenterology ,03 medical and health sciences ,0302 clinical medicine ,Internal medicine ,Clinical information ,medicine ,Humans ,Aged ,Aged, 80 and over ,Univariate analysis ,Hepatology ,Soft palate ,business.industry ,Smoking ,Mouth Mucosa ,Cancer ,Middle Aged ,medicine.disease ,digestive system diseases ,Melanosis ,medicine.anatomical_structure ,030220 oncology & carcinogenesis ,Female ,030211 gastroenterology & hepatology ,Field cancerization ,Esophageal Squamous Cell Carcinoma ,Esophagoscopy ,Palate, Soft ,business - Abstract
Background and aims We investigated endoscopic findings of the soft palatal mucosa to identify factors associated with esophageal squamous cell carcinoma (ESCC). Methods This study was conducted during endoscopic examinations of subjects at Osaka International Cancer Institute from January 2020 through May 2020. We took endoscopic images of the soft palate under non-magnifying and mild-magnifying observations. Subjects with ESCC or a history of ESCC were defined as the ESCC group. Two endoscopists who were blinded to subjects' clinical information interpreted ten endoscopic findings: melanosis, brownish changes, whitish epithelium, vasodilation, circular alignment of dilated vessels, uneven surface, uneven epithelial color, uneven vessel visibility, palate ridge, and erosion. Subjects were interviewed about their alcohol use, smoking, and flushing reactions. Results Two hundred eighty-two subjects, including 151 in the ESCC group and 131 in the non-ESCC group, were included in the analysis. Univariate analyses and multivariate logistic regression demonstrated that melanosis, whitish epithelium, and vasodilation were significantly associated with ESCC. The positive likelihood ratios (PLRs) of melanosis, whitish epithelium, and vasodilation were 3.3, 4.2, and 2.8, respectively. Additionally, the PLRs for three of the endoscopic findings in subjects with drinking and smoking habits were higher than in those without these habits; PLRs ranging from 7.23 to 19.1. High PLRs for three endoscopic findings suggested a high possibility of ESCC. Interobserver agreement was substantial for whitish epithelium, moderate for melanosis, and fair for vasodilation. Conclusions Three endoscopic findings in soft palate were considered to be useful as alarming signs that indicate ESCC risk.
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- 2020
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12. Clinical features of superficial esophagus squamous cell carcinoma according to alcohol-degrading enzyme ADH1B and ALDH2 genotypes
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Ayaka Tajiri, Ryu Ishihara, Hirohisa Sakurai, Takahiko Nakamura, Yasuhiro Tani, Takahiro Inoue, Katsunori Matsueda, Muneaki Miyake, Kotaro Waki, Hiromu Fukuda, Satoki Shichijo, Akira Maekawa, Takashi Kanesaka, Sachiko Yamamoto, Yoji Takeuchi, Koji Higashino, Noriya Uedo, Tomoki Michida, and Takashi Matsunaga
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Esophageal Neoplasms ,Ethanol ,Genotype ,Risk Factors ,Aldehyde Dehydrogenase, Mitochondrial ,Gastroenterology ,Alcohol Dehydrogenase ,Humans ,Esophageal Squamous Cell Carcinoma ,Middle Aged ,Retrospective Studies - Abstract
Inactivated alcohol dehydrogenase (ADH) and aldehyde dehydrogenase (ALDH) are related to esophageal carcinogenesis. We aimed to clarify the clinical features associated with the alcohol-degrading enzyme genotypes, ADH1B and ALDH2. We also investigated the risk factors for metachronous esophageal squamous cell carcinoma (ESCC) and head and neck SCC (HNSCC).We conducted a single-center, retrospective study including patients with ESCC treated by endoscopic resection. Patients were recruited between October 2020 and September 2021. Buccal mucosal swabs were obtained from them to analyze the genetic polymorphisms affecting ADH (ADH1B) and ALDH (ALDH2) activity. Patients were categorized into three groups: both inactivated = double-inactivated group; inactivated ADH1B or ALDH2 = single-inactivated group; and both activated = activated group.Among the 297 enrolled patients, patients in the double-inactivated group were significantly younger (P 0.001) and 60% of them were ≤ 50 years old. This group also had more ESCCs located in the upper esophagus (P 0.001) and more simultaneous multiple ESCCs (P = 0.044). More than half of the patients had multiple Lugol-voiding lesions (LVLs) (P 0.001) and heavy alcohol consumers (P = 0.012). Metachronous ESCC and HNSCC were more common in the double-inactivated group (P 0.001, P = 0.001). Multivariate analysis identified located in the upper esophagus, multiple LVLs and history of HNSCC as risk factors for metachronous ESCC.Activation patterns of alcohol-metabolizing enzymes were related to age at ESCC onset, lesion location, and metachronous ESCC and HNSCC. Different approaches to the prophylaxis and treatment of esophageal cancer should be considered, depending on the enzyme activity pattern.
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- 2022
13. Prevention of stricture after semi-circumferential and whole circumferential esophageal endoscopic resection
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Kotaro Waki and Ryu Ishihara
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medicine.medical_specialty ,business.industry ,Gastroenterology ,medicine ,Surgery ,Endoscopic resection ,business - Published
- 2023
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14. Pharyngeal endoscopic submucosal dissection for a pyriform sinus lesion extending beyond the arytenoid to the vocal folds
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Kotaro Waki, Kenshi Matsuno, Hideaki Miyamoto, Ryosuke Gushima, Hiroki Takeda, Yorihisa Orita, and Yasuhito Tanaka
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Gastroenterology - Published
- 2022
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15. Response
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Kotaro, Waki and Satoki, Shichijo
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Gastroenterology ,Radiology, Nuclear Medicine and imaging - Published
- 2022
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16. Long-term outcomes after endoscopic resection for late-elderly patients with early gastric cancer
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Kotaro Waki, Satoki Shichijo, Noriya Uedo, Yoshinori Takeuchi, Akira Maekawa, Takashi Kanesaka, Yoji Takeuchi, Koji Higashino, Ryu Ishihara, Yasuhito Tanaka, and Tomoki Michida
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Treatment Outcome ,Endoscopic Mucosal Resection ,Stomach Neoplasms ,Gastroenterology ,Humans ,Radiology, Nuclear Medicine and imaging ,Endoscopy ,Prognosis ,Aged ,Retrospective Studies - Abstract
With the population aging, the incidence of early gastric cancer (EGC) is increasing. We aimed to clarify the indications for endoscopic resection (ER) in late-elderly patients with EGC in terms of life expectancy.Patients aged ≥75 years who underwent ER for EGC at our institution from January 2007 to December 2012 were enrolled. Clinical data, including Eastern Cooperative Oncology Group performance status (ECOG-PS), Charlson comorbidity index, and Prognostic Nutritional Index (PNI), were collected at the time of ER. Overall survival (OS) was the main outcome measure.Four hundred consecutive patients were enrolled. Mean patient age was 79.3 years (range, 75-93). The 5-year follow-up rate was 89.0% (median follow-up period, 5.6 years). Five-year OS was 80.8% (95% confidence interval [CI], 76.4-84.4), and 5-year net survival standardized for age, sex, and calendar year was 1.09 (95% CI, 1.03-1.15). With a multivariate analysis, ECOG-PS 2 to 4 (hazard ratio, 8.84; 95% CI, 3.07-25.4), PNI 49.1 (hazard ratio, 2.49; 95% CI, 1.53-4.06), and eCura C-2 (hazard ratio, 1.79; 95% CI, 1.11-2.88) were independent prognostic factors. When none of these factors was met, the 5-year OS rate was 90.4% (95% CI, 84.0-94.3).ER for EGC in late-elderly patients may improve life expectancy. ER is recommended in patients with a good ECOG-PS and PNI and in whom ER is expected to be non-eCura C-2.
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- 2021
17. Positive predictive value of the clinical diagnosis of T1a-epithelial/lamina propria esophageal cancer depends on lesion size
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Noriya Uedo, Koji Higashino, Masanori Kitamura, Muneaki Miyake, Hirohisa Sakurai, Keiichiro Honma, Katsunori Matsueda, Tomoki Michida, Kotaro Waki, Takahiko Nakamura, Akira Maekawa, Yoji Takeuchi, Sachiko Yamamoto, Yasuhiro Tani, Takashi Kanesaka, Hiromu Fukuda, Takahiro Inoue, Ayaka Tajiri, Satoki Shichijo, and Ryu Ishihara
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Male ,medicine.medical_specialty ,Muscularis mucosae ,Esophageal Neoplasms ,Gastroenterology ,Lesion ,Predictive Value of Tests ,Internal medicine ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Endoscopic resection ,Neoplasm Invasiveness ,Pathological ,Retrospective Studies ,Lamina propria ,Mucous Membrane ,business.industry ,Cancer ,Esophageal cancer ,medicine.disease ,Predictive value ,medicine.anatomical_structure ,Esophageal Squamous Cell Carcinoma ,Esophagoscopy ,medicine.symptom ,business - Abstract
OBJECTIVES Endoscopic resection (ER) is a minimally invasive treatment for esophageal squamous cell carcinoma (ESCC). However, stricture may develop after ER for widespread lesions. Application of ER is justified if these cancers are pathological T1a-epithelial/lamina propria (pEP/LPM) cancers that can be cured by ER. We conducted a study to clarify the association between pathological invasion depth and lesion size or circumference in clinical (c) EP/LPM cancers. METHODS From our database, we identified patients diagnosed with cEP/LPM ESCC via endoscopic examination who underwent endoscopic or surgical tumor resection. The accuracy of the cEP/LPM ESCC diagnosis was determined by histologically diagnosing cancer invasion depth as a reference standard. RESULTS Between January 2015 and December 2019, 1271 cancer patients were diagnosed with cEP/LPM ESCC, of which 1195 (94.0%) were correctly diagnosed with pEP/LPM cancer. The positive predictive value (PPV) classified according to lesion sizes of ≤25, 26-49, and ≥50 mm was 95.8% (981/1024 lesions), 89.7% (191/213 lesions), and 67.6% (23/34 lesions), respectively. PPV according to the circumferential extent of
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- 2021
18. Detection of hypopharyngeal cancer (Tis, T1 and T2) by ENT physicians vs gastrointestinal endoscopists
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Yoshihiko Kumai, Yutaka Sasaki, Satoru Miyamaru, Daizo Murakami, Kotaro Waki, Yorihisa Orita, and Takashi Shono
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Adult ,Male ,medicine.medical_specialty ,Lung Neoplasms ,Esophageal Neoplasms ,Lymphadenopathy ,Neoplasms, Multiple Primary ,03 medical and health sciences ,0302 clinical medicine ,Stomach Neoplasms ,Pharyngeal cancer ,Throat ,Internal medicine ,Otolaryngologists ,otorhinolaryngologic diseases ,medicine ,Humans ,Upper gastrointestinal ,Endoscopy, Digestive System ,030223 otorhinolaryngology ,Nose ,Aged ,Neoplasm Staging ,Aged, 80 and over ,Hypopharyngeal Neoplasms ,Missed Diagnosis ,Squamous Cell Carcinoma of Head and Neck ,business.industry ,Gastroenterologists ,Pharynx ,Cancer ,Endoscopy ,Hypopharyngeal cancer ,General Medicine ,Middle Aged ,Esophageal cancer ,medicine.disease ,medicine.anatomical_structure ,Otorhinolaryngology ,Head and Neck Neoplasms ,030220 oncology & carcinogenesis ,Colonic Neoplasms ,Female ,Surgery ,Lymph Nodes ,Deglutition Disorders ,business ,Neck - Abstract
Objectives Hypopharyngeal cancer is typically detected at a late stage by ear, nose, and throat (ENT) physicians, when the prognosis is poor. We evaluated how hypopharyngeal cancer (Tis, T1 and T2) were detected by ENT physicians and gastrointestinal endoscopists (GEs) according to the detection reasons. Materials and Methods A total of 109 consecutive patients with hypopharyngeal cancer (Tis, T1 and T2) who received treatment in our institution from January 2014 to February 2018 was enrolled. The detection detail of hypopharyngeal cancer lesions by ENT physicians and GEs, tumor size and location, and the characteristics of the lesions missed by ENT physicians and GEs were reviewed retrospectively. Results Twenty seven and 82 of 109 (24.8% and 75.2%) patients were detected by ENT physicians and GEs, respectively. The most frequent original reasons for ENT physicians and GEs were both pharyngeal discomfort screening and examination of swollen neck lymph nodes (12 of 27, 44.4% for each) and pre-treatment or follow-up screening for esophageal cancer (25 of 82, 30.5%), respectively. Among the 13 cases of upper gastrointestinal tract screening of the head-and-neck cancer other than pharyngeal cancer detected by GEs, 11 (84.6%) were missed by ENT physicians. In contrast, among the 25 cases of pre-treatment screening of the esophageal cancer detected by GEs, 12 (48%) were missed by other GEs just before the consultation from other institutions. Conclusions The percentage of detection of hypopharyngeal cancer (especially, Tis and T1) by ENT physicians is low. A careful examination of the pharynx should be conducted by GEs.
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- 2020
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19. Improved visibility of early gastric cancer by using a combination of chromoendoscopy and texture and color enhancement imaging
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Kotaro, Waki, Takashi, Kanesaka, Tomoki, Michida, Ryu, Ishihara, and Yasuhito, Tanaka
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Stomach Neoplasms ,Gastroenterology ,Color ,Humans ,Endoscopy ,Radiology, Nuclear Medicine and imaging ,Image Enhancement ,Early Detection of Cancer - Published
- 2022
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20. Utility of an Artificial Intelligence System for Classification of Esophageal Lesions when Simulating its Clinical use
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Hideharu Ogiyama, Noriko Matsuura, Shinjiro Yamaguchi, Katsunori Matsueda, Satoshi Egawa, Tomohiro Tada, Tsutomu Nishida, Kenji Aoi, Yusaku Shimamoto, Ayaka Tajiri, Yusuke Kato, Kotaro Waki, Hiromu Fukuda, Ryu Ishihara, Takahiro Inoue, Muneaki Miyake, and Kiyoshi Ogiso
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Multidisciplinary ,Artificial Intelligence System ,Esophageal Neoplasms ,business.industry ,Computer science ,Machine learning ,computer.software_genre ,Esophageal lesions ,Narrow Band Imaging ,Text mining ,Artificial Intelligence ,Humans ,Esophageal Squamous Cell Carcinoma ,Artificial intelligence ,business ,computer - Abstract
Background:Previous reports have shown favorable performance of artificial intelligence (AI) systems for diagnosing esophageal squamous cell carcinoma (ESCC) compared with endoscopists. However, these findings don’t reflect performance in clinical situations, as endoscopists classify lesions based on both magnified and non-magnified videos, while AI systems often use only a few magnified narrow band imaging (NBI) still images. We evaluated the performance of the AI system in simulated clinical situations.Methods:We used 25,048 images from 1,433 superficial ESCC and 4,746 images from 410 noncancerous esophagi to construct our AI system. For the validation dataset, we took NBI videos of suspected superficial ESCCs. The AI system diagnosis used one magnified still image taken from each video, while 19 endoscopists used whole videos. Results:We used 147 datasets including 83 superficial ESCC and 64 non-ESCC lesions. The accuracy, sensitivity and specificity for the classification of ESCC were, respectively, 80.9%, 85.5%, and 75.0% for the AI system and 69.2%, 67.5%, and 71.5% for the endoscopists. The AI system correctly classified all ESCCs invading the muscularis mucosa or submucosa and 96.8% of lesions ≥ 20 mm, whereas even the experts misdiagnosed some of them.Conclusions:Our AI system showed higher diagnostic ability for classifying ESCC and non-ESCC than endoscopists. It may provide valuable diagnostic support to endoscopists.
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- 2021
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21. Usefulness of an artificial intelligence system for the detection of esophageal squamous cell carcinoma evaluated with videos simulating overlooking situation
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Hiromu Fukuda, Kenshi Yao, Shuji Terai, Yasuhito Tanaka, Hideaki Miyamoto, Masayasu Ohmori, Motohiko Kato, Yusaku Shimamoto, Takashi Shono, Ryu Ishihara, Yoichiro Ono, Takahiro Inoue, Kyosuke Tanaka, Noriko Matsuura, Kotaro Waki, Satoru Hashimoto, Yusuke Kato, Tomohiro Tada, Katsunori Matsueda, Ayaka Shoji, and Muneaki Miyake
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medicine.medical_specialty ,Artificial Intelligence System ,Endoscope ,Esophageal Neoplasms ,business.industry ,Gastroenterology ,Constant speed ,Esophageal squamous cell carcinoma ,03 medical and health sciences ,Validation methods ,0302 clinical medicine ,medicine.anatomical_structure ,Artificial Intelligence ,030220 oncology & carcinogenesis ,medicine ,Humans ,030211 gastroenterology & hepatology ,Radiology, Nuclear Medicine and imaging ,Radiology ,Esophageal Squamous Cell Carcinoma ,Esophagus ,business - Abstract
Objectives Artificial intelligence (AI) systems have shown favorable performance in the detection of esophageal squamous cell carcinoma (ESCC). However, previous studies were limited by the quality of their validation methods. In this study, we evaluated the performance of an AI system with videos simulating situations in which ESCC has been overlooked. Methods We used 17,336 images from 1376 superficial ESCCs and 1461 images from 196 noncancerous and normal esophagi to construct the AI system. To record validation videos, the endoscope was passed through the esophagus at a constant speed without focusing on the lesion to simulate situations in which ESCC has been missed. Validation videos were evaluated by the AI system and 21 endoscopists. Results We prepared 100 video datasets, including 50 superficial ESCCs, 22 noncancerous lesions, and 28 normal esophagi. The AI system had sensitivity of 85.7% (54 of 63 ESCCs) and specificity of 40%. Initial evaluation by endoscopists conducted with plain video (without AI support) had average sensitivity of 75.0% (47.3 of 63 ESCC) and specificity of 91.4%. Subsequent evaluation by endoscopists was conducted with AI assistance, which improved their sensitivity to 77.7% (P = 0.00696) without changing their specificity (91.6%, P = 0.756). Conclusions Our AI system had high sensitivity for the detection of ESCC. As a support tool, the system has the potential to enhance detection of ESCC without reducing specificity. (UMIN000039645).
- Published
- 2021
22. Pulley traction-assisted endoscopic submucosal dissection with hemostatic forceps for a laterally spreading tumor in the ascending colon
- Author
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Noriya Uedo, Yoji Takeuchi, Kotaro Waki, and Satoki Shichijo
- Subjects
medicine.medical_specialty ,Hemostatic forceps ,business.product_category ,business.industry ,medicine.medical_treatment ,Gastroenterology ,Endoscopic submucosal dissection ,Traction (orthopedics) ,Surgery ,Pulley ,medicine ,Ascending colon ,Radiology, Nuclear Medicine and imaging ,business ,Video Case Report - Published
- 2020
23. A soft hood improves maneuverability in narrow spaces during pharyngeal endoscopic submucosal dissection
- Author
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Takashi Kanesaka, Ryu Ishihara, Takashi Fujii, Tomoki Michida, Muneaki Miyake, and Kotaro Waki
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medicine.medical_specialty ,Endoscopic Mucosal Resection ,business.industry ,Dissection ,Gastroenterology ,medicine ,Humans ,Pharynx ,Endoscopic submucosal dissection ,business ,Surgery - Published
- 2020
24. Endoscopic removal of an over-the-scope clip using endoscopic submucosal dissection technique
- Author
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Takashi Kanesaka, Kotaro Waki, Tomoki Michida, Yoji Takeuchi, Hirohisa Sakurai, Satoki Shichijo, and Noriya Uedo
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medicine.medical_specialty ,Endoscopic Mucosal Resection ,business.industry ,Dissection ,Gastroenterology ,medicine ,MEDLINE ,Humans ,Over the scope clip ,Endoscopy ,Endoscopic submucosal dissection ,business ,Surgery - Published
- 2020
25. Laryngeal elevation for endoscopic submucosal dissection in cervical superficial esophageal cancer at esophageal entrance
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Takahiro Inoue, Satoki Shichijo, Ryu Ishihara, Takashi Fujii, Kotaro Waki, Ayaka Shoji, and Hironori Cho
- Subjects
medicine.medical_specialty ,Endoscopic Mucosal Resection ,Esophageal Neoplasms ,business.industry ,Laryngeal elevation ,Gastroenterology ,Humans ,Medicine ,Endoscopic submucosal dissection ,Radiology ,Esophageal cancer ,business ,medicine.disease - Published
- 2020
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26. Sa2057 COMPARISON OF ARTIFICIAL INTELLIGENCE AND EXPERT ENDOSCOPIST TOWARD REAL-TIME ASSISTED DIAGNOSIS OF ESOPHAGEAL SQUAMOUS CELL CARCINOMA
- Author
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Yusaku Shimamoto, Satoki Shichijo, Hiroko Nakahira, Tomohiro Tada, Ryu Ishihara, Ayaka Shoji, Koji Higashino, Muneaki Miyake, Hiromu Fukuda, Takashi Kanesaka, Hiroyoshi Iwagami, Akira Maekawa, Katsunori Matsueda, Yusuke Kato, Takahiro Inoue, Noriya Uedo, Noriko Matsuura, Yoji Takeuchi, Kotaro Waki, Sachiko Yamamoto, and Mitsuhiro Kono
- Subjects
medicine.medical_specialty ,business.industry ,Gastroenterology ,medicine ,Radiology, Nuclear Medicine and imaging ,Radiology ,business ,Esophageal squamous cell carcinoma - Published
- 2020
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27. Su1071 ROLE OF GASTROINTESTINAL ENDOSCOPISTS FOR DETECTION AND TREATMENT OF SUPERFICIAL HYPOPHARYNGEAL CANCER
- Author
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Shinichiro Oyama, Ryosuke Gushima, Motohiko Tanaka, Kotaro Waki, Yutaka Sasaki, Daizo Murakami, Kana Noda, Yuki Iwagoi, Hideaki Naoe, Hideaki Miyamoto, Ikuo Matsushita, Kenshi Matsuno, Yoshihiko Kumai, Hirokazu Saito, Akira Yamasaki, Satoru Miyamaru, Yorihisa Orita, and Takashi Shono
- Subjects
medicine.medical_specialty ,business.industry ,Internal medicine ,Gastroenterology ,medicine ,Radiology, Nuclear Medicine and imaging ,Hypopharyngeal cancer ,medicine.disease ,business - Published
- 2020
- Full Text
- View/download PDF
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