Fernandez LM, Ibrahim RNM, Mizrahi I, DaSilva G, Wexner SD (2019) How accurate is preoperative colonoscopic localization of colonic neoplasia? Surg Endosc 33:1174–1179. https://doi.org/10.1007/s00464-018-6388-5

Article  PubMed  Google Scholar 

Fuchs K-H, Broderick RC, Lee AM (2021) The role of endoscopic technology in gastrointestinai surgery. In: Innovative endoscopic and surgical technology in the GI tract. Springer International Publishing, Cham, pp 87–95

Eysenbach G (2004) Improving the quality of web surveys: the Checklist for Reporting Results of Internet E-Surveys (CHERRIES). J Med Internet Res 6:e34. https://doi.org/10.2196/jmir.6.3.e34

Article  PubMed  PubMed Central  Google Scholar 

Rubio-Solis A, Martinez-Hernandez U, Panoutsos G (2018) Evolutionary extreme learning machine for the interval type-2 radial basis function neural network: a fuzzy modelling approach. In: IEEE international conference on fuzzy systems 2018-July:1–8. https://doi.org/10.1109/FUZZ-IEEE.2018.8491583

Tang J, Deng C, Huang G-B (2016) Extreme learning machine for multilayer perceptron. IEEE Trans Neural Netw Learn Syst 27:809–821. https://doi.org/10.1109/TNNLS.2015.2424995

Article  PubMed  Google Scholar 

Rubio-Solis A, Panoutsos G (2015) Interval type-2 radial basis function neural network: a modeling framework. IEEE Trans Fuzzy Syst 23:457–473. https://doi.org/10.1109/TFUZZ.2014.2315656

Article  Google Scholar 

Libânio D, Dinis-Ribeiro M, Pimentel-Nunes P, Dias C, Rodrigues P (2017) Predicting outcomes of gastric endoscopic submucosal dissection using a Bayesian approach: a step for individualized risk assessment. Endosc Int Open 05:E563–E572. https://doi.org/10.1055/s-0043-106576

Article  Google Scholar 

Capurso G, Baccini F, Osborn J, Panzuto F, Giulio E Di, Delle Fave G, Annibale B Can patient characteristics predict the outcome of endoscopic evaluation of iron deficiency anemia: a multiple logistic regression analysis. https://doi.org/10.1016/S0016-5107(04)00348-7

Vannucci M, Niyishaka P, Collins T, Rodríguez-Luna MR, Mascagni P, Hostettler A, Marescaux J, Perretta S (2024) Machine learning models to predict success of endoscopic sleeve gastroplasty using total and excess weight loss percent achievement: a multicentre study. Surg Endosc 38:229–239. https://doi.org/10.1007/s00464-023-10520-0

Article  PubMed  Google Scholar 

Holfinger SJ, Lyons MM, Keenan BT, Mazzotti DR, Mindel J, Maislin G, Cistulli PA, Sutherland K, McArdle N, Singh B, Chen NH, Gislason T, Penzel T, Han F, Li QY, Schwab R, Pack AI, Magalang UJ (2022) Diagnostic performance of machine learning-derived OSA prediction tools in large clinical and community-based samples. Chest 161:807–817

Article  PubMed  Google Scholar 

Broida SE, Schrum ML, Yoon E, Sweeney AP, Dhruv N, Gombolay MC, Yoon ST (2022) Improving surgical triage in spine clinic: predicting likelihood of surgery using machine learning. World Neurosurg. https://doi.org/10.1016/j.wneu.2022.03.096

Article  PubMed  Google Scholar 

Ambati LS, Liu J, Ofori M Prediction of patient willingness to recommend hospital: a machine learning-based exploratory study. https://doi.org/10.1016/S0016-5107(04)00348-7

Can endoscopists perform less than 100 upper GI endoscopies per year? https://besafe.asmbs.org/. Accessed 16 July 2024

Beg S, Ragunath K, Wyman A, Banks M, Trudgill N, Pritchard MD, Riley S, Anderson J, Griffiths H, Bhandari P, Kaye P, Veitch A (2017) Quality standards in upper gastrointestinal endoscopy: a position statement of the British Society of Gastroenterology (BSG) and Association of Upper Gastrointestinal Surgeons of Great Britain and Ireland (AUGIS). Gut 66:1886–1899. https://doi.org/10.1136/gutjnl-2017-314109

Article  PubMed  Google Scholar 

Zorron Cheng Tao PuL, Cox DRA, Be KH, Ng J, Yeaman F, Gilhotra RA, Efthymiou M, Vaughan R, Nestel D, Perini MV, Muralidharan V, Chandran S (2022) Endoscopy training in Australia during COVID-19: efficacy and knowledge assessment of gastroenterology and general surgery trainees. JGH Open 6:869–875. https://doi.org/10.1002/jgh3.12835

Article  Google Scholar 

General surgery syllabus & curricula. https://uemssurg.org/divisions/general-surgery/syllabus-curriculum/. Accessed 16 July 2024

Fehervari M, Fadel MG, Omar L, Alghazawi K, Das B, Rita M, Luna R, Perretta S, Wan A, Ashrafian H (2023) Medium-term weight loss and remission of comorbidities following endoscopic sleeve gastroplasty: a systematic review and meta-analysis. Obes Surg. https://doi.org/10.1007/s11695-023-06778-x

Article  PubMed  PubMed Central  Google Scholar 

Spota A, Cereatti F, Granieri S, Antonelli G, Dumont JL, Dagher I, Chiche R, Catheline JM, Pourcher G, Rebibo L, Calabrese D, Msika S, Tranchart H, Lainas P, Danan D, Tuszynski T, Pacini F, Arienzo R, Trelles N, Soprani A, Lazzati A, Torcivia A, Genser L, Derhy S, Fazi M, Bouillot JL, Marmuse JP, Chevallier JM, Donatelli G (2021) Endoscopic management of bariatric surgery complications according to a standardized algorithm. Obes Surg 31:4327–4337. https://doi.org/10.1007/s11695-021-05577-6

Article  PubMed  Google Scholar 

de Moura DTH, de Moura EGH, Neto MG, Jirapinyo P, Teixeira N, Orso I, Quadros LG, Amorim A, Medeiros F, Neto DR, de Siqueira Neto J, Albano A, de Sousa LH, Almeida D, Marchetti IA, Ivano F, de Lima JHF, Falcão M, Thompson CC (2019) Outcomes of a novel bariatric stent in the management of sleeve gastrectomy leaks: a multicenter study. Am Soc Bariatr Surg. https://doi.org/10.1016/j.soard.2019.05.022

Article  Google Scholar 

Evans JA, Muthusamy VR, Acosta RD, Bruining DH, Chandrasekhara V, Chathadi KV, Eloubeidi MA, Fanelli RD, Faulx AL, Fonkalsrud L, Khashab MA, Lightdale JR, Pasha SF, Saltzman JR, Shaukat A, Wang A, Stefanidis D, Richardson WS, Kothari SN, Cash BD (2015) The role of endoscopy in the bariatric surgery patient. Gastrointest Endosc 81:1063–1072. https://doi.org/10.1016/j.gie.2014.09.044

Article  PubMed  Google Scholar 

(ASMBS) TAS for M and BS BE-SAFE bariatric endoscopy skimss acquisiton focused evaluation. https://besafe.asmbs.org/ Accessed 22 Nov 2023

Ward ST, Hancox A, Mohammed MA, Ismail T, Griffiths EA, Valori R, Dunckley P (2017) The learning curve to achieve satisfactory completion rates in upper GI endoscopy: an analysis of a national training database. Gut 66:1022–1030. https://doi.org/10.1136/gutjnl-2015-310443

Article  CAS  PubMed  Google Scholar 

Siau K, Hawkes ND, Dunckley P (2018) Training in endoscopy. Curr Treat Opt Gastroenterol 16:345–361. https://doi.org/10.1007/s11938-018-0191-1

Article  Google Scholar 

Jones RP, Stylianides NA, Robertson AG, Yip VSK, Chadwick G (2015) National survey on endoscopy training in the UK. Ann R Coll Surg Engl 97:386–389. https://doi.org/10.1308/003588415X14181254790400

Article  CAS  PubMed  PubMed Central  Google Scholar 

SAGES – Fundamentals of Endoscopic Surgery. https://www.fesprogram.org. Accessed 16 July 2024

Gardner AK, Marks JM, Pauli EM, Majumder A, Dunkin BJ (2017) Changing attitudes and improving skills: demonstrating the value of the SAGES flexible endoscopy course for fellows. Surg Endosc 31:147–152. https://doi.org/10.1007/s00464-016-4944-4

Article  PubMed  Google Scholar 

Fanelli RD, Sultany MS (2019) Surgeons performing endoscopy: why, how, and when? Ann Laparosc Endosc Surg 4:66. https://doi.org/10.21037/ales.2019.06.09

Article  Google Scholar