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Ho, Khek Yu

0000-0002-2932-1962

Mayo Clinic

National University Hospital

Citations 2

Computer‐aided detection for esophageal achalasia (with video)
Shiwaku, Hironari , Misawa, Masashi , Inoue, Haruhiro , Boškoski, Ivo , Shimamura, Yuto , Ikebuchi, Yuichiro , Ominami, Masaki , Htet, Hein , Messmann, H, Colosso, Bianca Maria Quarta , Repici, Alessandro , Stavropoulos, Stavros N. , Bechara, Robert , Sethi, Amrita, Beyna, Torsten , Santi, Esperanza Grace , Sharma, Prateek , Eleftheriadis, Nikolas, Minami, Hitomi, Haber, Gregory , Seewald, Stefan , Shiwaku, Akio, Shiwaku, Yoshiyuki, Mori, Kensaku, Costamagna, Guido , Shimamura, Yuto , Ikebuchi, Yuichiro , Iwaya, Yugo , Htet, Hein Myat Thu , Colosso, Bianca Maria Quarta , Bechara, Robert , Kahaleh, Michel , Beyna, Torsten , Jiang, Kai, Oda, Masahiro , Familiari, Pietro , Hayee, Bu , Ho, Khek Yu , So, Jimmy Bok Yan , Bhandari, Pradeep , Grimes, Kevin L. , Maselli, Roberta , Hassan, Cesare , Fukami, Norio , Kahaleh, Michel , Sethi, Amrita , Neuhaus, Horst Ekkehard , Chiu, Philip Wai Yan , Eleftheriadis, Nikolas, Draganov, Peter V. , Mori, Kensaku , Kudo, Shin‐ei , Hasegawa, Suguru

Digestive Endoscopy | June 12, 2025 | Volume: 37 | Issue: 8 | Pages: 851-861

10.1111/den.15028 Get It

ObjectivesAchalasia is an esophageal motility disorder that impairs quality of life and is often missed (20–50%) on endoscopy. A newly developed computer‐aided detection (CAD) software has shown high accuracy for achalasia diagnosis in preclinical settings. However, its benefit in a clinical setting remains unclear.MethodsBetween February and August 2023, 83 endoscopists from 27 centers assessed 50 randomized endoscopic videos (25 achalasia, 25 nonachalasia) without and with CAD. Endoscopists assessed videos without CAD, then with CAD after 2 months. The primary end‐point was improvement in sensitivity for nonexperienced endoscopists (no endoscopic experience of achalasia). Sensitivity, specificity, and accuracy with and without CAD were compared using the McNemar test.ResultsSensitivity for diagnosing achalasia increased significantly with CAD, rising from 74.2% (95% confidence interval [CI] 72.2–76.0%) to 91.2% (95% CI 89.9–92.4%) for all readers, showing a difference of 17.1% (95% CI 15.1–19.0%). Specifically, sensitivity improved from 66.9% (95% CI 63.6–70.0%) to 91.9% (95% CI 89.9–93.6%) among nonexperienced endoscopists, resulting in a difference of 25.0% (95% CI 21.7–28.4%), and from 79.5% (95% CI 77.1–81.8%) to 90.8% (95% CI 89.0–92.3%) among experienced endoscopists (endoscopic experience of at least one achalasia case), with a difference of 11.3% (95% CI 8.9–13.6%). Accuracy and specificity improved significantly with CAD assistance, regardless of reader's experience.ConclusionCAD improves achalasia detection by 17%, confirming preclinical results. The benefit was higher for nonexperienced endoscopists. CAD assistance may lead to prompt and effective treatment, minimizing the risk of false‐negative diagnosis in clinical practice.Trial registrationThis study was registered in the University Hospital Medical Information Network Clinical Trial Registry (https://www.umin.ac.jp/ctr/) number: UMIN000053047.
Use of probe‐based confocal laser endomicroscopy (pCLE) in gastrointestinal applications. A consensus report based on clinical evidence
Wang, Kenneth K. , Carr‐Locke, David L. , Singh, Satish K. , Neumann, Helmut , Bertani, Helga , Galmiche, Jean-Paul, Arsenescu, Razvan, Caillol, Fabrice , Chang, Kenneth J. , Chaussade, Stanislas, Coron, Emmanuel , Dlugosz, Aldona , Gan, S. Ian , Giovannini, Marc, Gress, Frank G., Haluszka, Oleh, Kahaleh, Michel , Konda, Vani J. , Prat, Frédéric, Sharma, Prateek , Slivka, Adam, Wolfsen, Herbert C. , Zfass, Alvin M., Costamagna, Guido , Ho, Khek Yu , Shah, Raj J. , Kahaleh, Michel

United European Gastroenterology Journal | January 14, 2015 | Volume: 3 | Issue: 3 | Pages: 230-254

10.1177/2050640614566066 Get It

Background Probe‐based confocal laser endomicroscopy (pCLE) provides microscopic imaging during an endoscopic procedure. Its introduction as a standard modality in gastroenterology has brought significant progress in management strategies, affecting many aspects of clinical care and requiring standardisation of practice and training. Objective This study aimed to provide guidance on the standardisation of its practice and training in Barrett's oesophagus, biliary strictures, colorectal lesions and inflammatory bowel diseases. Methods Initial statements were developed by five group leaders, based on the available clinical evidence. These statements were then voted and edited by the 26 participants, using a modified Delphi approach. After two rounds of votes, statements were validated if the threshold of agreement was higher than 75%. Results Twenty‐six experts participated and, among a total of 77 statements, 61 were adopted (79%) and 16 were rejected (21%). The adoption of each statement was justified by the grade of evidence. Conclusion pCLE should be used to enhance the diagnostic arsenal in the evaluation of these indications, by providing microscopic information which improves the diagnostic performance of the physician. In order actually to implement this technology in the clinical routine, and to ensure good practice, standardised initial and continuing institutional training programmes should be established.