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Engels, Megan

https://orcid.org/0000-0002-4708-3750

Mayo Clinic

Leiden University Medical Center

Citations 6

Endoscopist and Patients' Values and Preferences on Artificial Intelligence in Endoscopy: An Intercontinental Opinion Survey by the World Endoscopy Organization
Ahmad, O. F., Groof, A. de, Ali, Aman, Bassett, P., Engels, Megan , Hoogenboom, Sanne A. , Coelho‐Prabhu, N., Yu, H., Parasa, Sravanthi , Vivar, R. Mansilla, Mushtaq, Junaid , Neumann, Helmut, Thakkar, Shyam , Byrne, M. F., Hooft, J. E. van, Yano, Tomonori , Mori, Y., Yu, H , Yano, T , Groof, Albert Jeroen de, Bassett, P, Mwachiro, Michael , Mansilla‐Vivar, Rodrigo , Hooft, Jeanin E. van , Mori, Yuichi

Digestive Endoscopy | February 20, 2026 | Volume: 38 | Issue: 2 | Pages: No page available

10.1111/den.70123 Get It

ABSTRACT Background and Aims Artificial intelligence (AI) is increasingly integrated into gastrointestinal (GI) endoscopy, yet limited data exist on how patients and endoscopists perceive its use. This study aimed to evaluate users' values and preferences regarding AI in endoscopy to support effective implementation and inform guideline development. Methods As part of the World Endoscopy Organization (WEO) AI committee initiatives, two structured international surveys were conducted—one for patients and one for practicing endoscopists. Thirteen AI‐related statements were presented to patients via an established online platform, while 23 statements were shared with endoscopists through professional networks. Responses were captured using 5‐point Likert scales and analyzed with non‐parametric tests, including subgroup comparisons by age, gender, and endoscopic experience. Results A total of 1237 patients and 476 endoscopists participated. Most patients supported AI in image analysis (75.5%) but emphasized the need for endoscopist oversight (92.3%). Among endoscopists, 90.3% believed AI improves endoscopy quality, and 85.3% believed it benefits outcomes. Concerns were raised about liability (47%), operator dependency (34.8%), and procedure time (49%). Most respondents felt primary responsibility for AI‐related errors should rest with the endoscopist. Younger and male patients reported greater trust in AI. Conclusions Patients and endoscopists are generally supportive of AI in GI endoscopy, especially as an adjunct to human expertise. However, key concerns—including accountability, trust, and clinical integration—must be addressed to ensure responsible and effective adoption.
Endoscopist sentiments on artificial intelligence in endoscopy: A Large-scale intercontinental opinion survey
Groof, Jeroen de , Ahmad, Omer F. , Engels, Megan , Hoogenboom, Sanne A. , Yu, Honggang , Parasa, Sravanthi , Mushtaq, Junaid, Neumann, Helmut , Thakkar, Shyam , Yuichi, M., Coelho–Prabhu, Nayantara , Mwachiro, Michael , Mansilla, R., Byrne, Michael F. , Hooft, Jeanin E. van , Yano, Tomonori , Yuichi, M.

Endoscopy | April 23, 2024 | Volume: 56 | Issue: S 02 | Pages: S353-S353

10.1055/s-0044-1783562 Get It

Patients’ sentiments on artificial intelligence in endoscopy: A large-scale intercontinental opinion survey
Groof, Jeroen de , Ahmad, Omer F. , Engels, Megan , Hoogenboom, Sanne A. , Yu, Honggang , Parasa, Sravanthi , Mushtaq, Junaid, Neumann, Helmut , Thakkar, Shyam , Tomonori, Y., Yuichi, M., Coelho–Prabhu, Nayantara , Mwachiro, Michael , Mansilla, R., Byrne, Michael F. , Hooft, Jeanin E. van , Yuichi, M.

Endoscopy | April 23, 2024 | Volume: 56 | Issue: S 02 | Pages: S324-S325

10.1055/s-0044-1783486 Get It

The additive value of CA19.9 monitoring in a pancreatic cyst surveillance program
Levink, Iris J. M. , Jaarsma, Sanne, Koopmann, Brechtje D.M. , Riet, Priscilla A. van , Overbeek, Kasper A. , Meziani, Jihane , Sprij, Marloes L. J. A. , Polkowski, Marcin , Engels, Megan , Waaij, Laurens A. van der, Carrara, Silvia , Pando, Elizabeth , Vornhülz, Marlies , Honkoop, Pieter, Schoon, Erik J. , Laukkarinen, Johanna , Bergmann, Jilling F., Rossi, Gemma , Vilsteren, Frederike G.I. van , Berkel, Anne‐Marie van, Tabone, Trevor , Schwartz, Matthijs P. , Tan, Adriaan C.I.T.L. , Soest, Ellert van, Czacko, Laszlo, Bruno, Marco J. , Cahen, Djuna L. , group, the PACYFIC‐registry work, Engels, Megan M L, Quispel, Rutger , Casadei, Riccardo , Ingaldi, Carlo , Bergmann, Jilling F., Hooft, Jeanin E. van , group, the PACYFIC‐registry work

United European Gastroenterology Journal | July 12, 2023 | Volume: 11 | Issue: 7 | Pages: 601-611

10.1002/ueg2.12422 Get It

AbstractBackgroundSurveillance of pancreatic cysts focuses on the detection of (mostly morphologic) features warranting surgery. European guidelines consider elevated CA19.9 as a relative indication for surgery. We aimed to evaluate the role of CA19.9 monitoring for early detection and management in a cyst surveillance population.MethodsThe PACYFIC‐registry is a prospective collaboration that investigates the yield of pancreatic cyst surveillance performed at the discretion of the treating physician. We included participants for whom at least one serum CA19.9 value was determined by a minimum follow‐up of 12 months.ResultsOf 1865 PACYFIC participants, 685 met the inclusion criteria for this study (mean age 67 years, SD 10; 61% female). During a median follow‐up of 25 months (IQR 24, 1966 visits), 29 participants developed high‐grade dysplasia (HGD) or pancreatic cancer. At baseline, CA19.9 ranged from 1 to 591 kU/L (median 10 kU/L [IQR 14]), and was elevated (≥37 kU/L) in 64 participants (9%). During 191 of 1966 visits (10%), an elevated CA19.9 was detected, and these visits more often led to an intensified follow‐up (42%) than those without an elevated CA19.9 (27%; p < 0.001). An elevated CA19.9 was the sole reason for surgery in five participants with benign disease (10%). The baseline CA19.9 value was (as continuous or dichotomous variable at the 37 kU/L threshold) not independently associated with HGD or pancreatic cancer development, whilst a CA19.9 of ≥ 133 kU/L was (HR 3.8, 95% CI 1.1–13, p = 0.03).ConclusionsIn this pancreatic cyst surveillance cohort, CA19.9 monitoring caused substantial harm by shortening surveillance intervals (and performance of unnecessary surgery). The current CA19.9 cutoff was not predictive of HGD and pancreatic cancer, whereas a higher cutoff may decrease false‐positive values. The role of CA19.9 monitoring should be critically appraised prior to implementation in surveillance programs and guidelines.
Neural Transformers for Intraductal Papillary Mucosal Neoplasms (IPMN) Classification in MRI images
Salanitri, Federica Proietto , Bellitto, Giovanni , Irmakci, Ismail , Wallace, Michael B. , Bolan, Candice W. , Engels, Megan , Hoogenboom, Sanne, Wallace, Michael B , Palazzo, Simone , Aldinucci, Marco , Bağcı, Ulaş , Giordano, D., Spampinato, Concetto

2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) | September 8, 2022 | Volume: No volume available | Issue: No issue available | Pages: 475-479

10.1109/embc48229.2022.9871547 Get It

S3082 Patients With Ascaris Lumbricoides Have Increased Odds of Acute Pancreatitis
Rosario, Ryen L., Engels, Megan , Jimenez, Xavier , Palacios, Pedro , Nelson, Alfred D. , Umar, Shifa , Mönkemüller, Klaus , Jimenez, Xavier, Bilal, Mohammad , Simons-Linares, C. Roberto , Raimondo, Massimo , Kröner, Paul T.

American Journal of Gastroenterology | October 24, 2020 | Volume: 115 | Issue: 1 | Pages: S1624-S1625

10.14309/01.ajg.0000714376.41304.48 Get It