Heterogeneous Model Ensemble For Automatic Polyp Segmentation In Endoscopic Video Sequences. - Thuy Nuong Tran; Fabian Isensee; Lars Krämer; Amine Yamlahi; Tim Adler; Patrick Godau; Minu Tizabi; Lena Maier-Hein (EndoCV@ISBI, 2022)

Heterogeneous Model Ensemble For Automatic Polyp Detection and Tracking In Colonoscopy. - Amine Yamlahi; Patrick Godau; Thuy Nuong Tran; Lucas-Raphael Muller; Tim Adler; Minu Tizabi; Michael Baumgartner 001; Paul Jäger 002; Lena Maier-Hein (EndoCV@ISBI, 2022)

Deep learning-based classification of DSA image sequences of patients with acute ischemic stroke. - Benjamin Johannes Mittmann; Michael Braun; Frank Runck; Bernd Schmitz; Thuy Nuong Tran; Amine Yamlahi; Lena Maier-Hein; Alfred M. Franz (Int. J. Comput. Assist. Radiol. Surg., 2022)

Robust hand tracking for surgical telestration. - Lucas-Raphael Müller; Jens Petersen; Amine Yamlahi; Philipp Wise; Tim J. Adler; Alexander Seitel; Karl-Friedrich Kowalewski; Beat Müller; Hannes Kenngott; Felix Nickel; Lena Maier-Hein (Int. J. Comput. Assist. Radiol. Surg., 2022)

Correction to: Robust hand tracking for surgical telestration. - Lucas-Raphael Müller; Jens Petersen; Amine Yamlahi; Philipp Wise; Tim J. Adler; Alexander Seitel; Karl-Friedrich Kowalewski; Beat Müller; Hannes Kenngott; Felix Nickel; Lena Maier-Hein (Int. J. Comput. Assist. Radiol. Surg., 2022)

Why is the Winner the Best? - Matthias Eisenmann; Annika Reinke; Vivienn Weru; Minu Dietlinde Tizabi; Fabian Isensee; Tim J. Adler; Sharib Ali; Vincent Andrearczyk; Marc Aubreville; Ujjwal Baid; Spyridon Bakas; Niranjan Balu; et al. (CVPR, 2023)

Self-distillation for Surgical Action Recognition. - Amine Yamlahi; Thuy Nuong Tran; Patrick Godau; Melanie Schellenberg; Dominik Michael; Finn-Henri Smidt; Jan-Hinrich Nölke; Tim J. Adler; Minu Dietlinde Tizabi; Chinedu Innocent Nwoye; Nicolas Padoy; Lena Maier-Hein (MICCAI (9), 2023)

Sources of performance variability in deep learning-based polyp detection. - Thuy Nuong Tran; Tim J. Adler; Amine Yamlahi; Evangelia Christodoulou; Patrick Godau; Annika Reinke; Minu Dietlinde Tizabi; Peter Sauer; Tillmann Persicke; Jörg Gerhard Albert; Lena Maier-Hein (Int. J. Comput. Assist. Radiol. Surg., 2023)

CholecTriplet2022: Show me a tool and tell me the triplet - An endoscopic vision challenge for surgical action triplet detection. - Chinedu Innocent Nwoye; Tong Yu 009; Saurav Sharma; Aditya Murali; Deepak Alapatt; Armine Vardazaryan; Kun Yuan 004; Jonas Hajek; Wolfgang Reiter; Amine Yamlahi; Finn-Henri Smidt; Xiaoyang Zou; et al. (Medical Image Anal., 2023)

PitVis-2023 Challenge: Workflow Recognition in videos of Endoscopic Pituitary Surgery. - Adrito Das; Danyal Z. Khan; Dimitrios Psychogyios; Yitong Zhang; John G. Hanrahan; Francisco Vasconcelos 001; You Pang; Zhen Chen 018; Jinlin Wu; Xiaoyang Zou; Guoyan Zheng; Abdul Qayyum; et al. (CoRR, 2024)

PitVis-2023 challenge: Workflow recognition in videos of endoscopic pituitary surgery. - Adrito Das; Danyal Z. Khan; Dimitrios Psychogyios; Yitong Zhang; John G. Hanrahan; Francisco Vasconcelos 001; You Pang; Zhen Chen 018; Jinlin Wu; Xiaoyang Zou; Guoyan Zheng; Abdul Qayyum; et al. (Medical Image Anal., 2025)

Challenging Vision-Language Models with Surgical Data: A New Dataset and Broad Benchmarking Study. - Leon D. Mayer; Tim Rädsch; Dominik Michael; Lucas Luttner; Amine Yamlahi; Evangelia Christodoulou; Patrick Godau; Marcel Knopp; Annika Reinke; Fiona R. Kolbinger; Lena Maier-Hein (CoRR, 2025)

Comparative validation of surgical phase recognition, instrument keypoint estimation, and instrument instance segmentation in endoscopy: Results of the PhaKIR 2024 challenge. - Tobias Rueckert; David Rauber; Raphaela Maerkl; Leonard Klausmann; Suemeyye R. Yildiran; Max Gutbrod; Danilo Weber Nunes; Alvaro Fernandez Moreno; Imanol Luengo; Danail Stoyanov; Nicolas Toussaint; Enki Cho; et al. (CoRR, 2025)