Metrics reloaded: Pitfalls and recommendations for image analysis validation. - Lena Maier-Hein; Annika Reinke; Evangelia Christodoulou; Ben Glocker; Patrick Godau; Fabian Isensee; Jens Kleesiek; Michal Kozubek 001; Mauricio Reyes 001; Michael A. Riegler; Manuel Wiesenfarth; Michael Baumgartner 001; et al. (CoRR, 2022)

Surgical data science - from concepts toward clinical translation. - Lena Maier-Hein; Matthias Eisenmann; Duygu Sarikaya; Keno März; Toby Collins; Anand Malpani; Johannes Fallert; Hubertus Feussner; Stamatia Giannarou; Pietro Mascagni; Hirenkumar Nakawala; Adrian Park 001; et al. (Medical Image Anal., 2022)

Computer vision in surgery: from potential to clinical value. - Pietro Mascagni; Deepak Alapatt; Luca Sestini; Maria S. Altieri; Amin Madani; Yusuke Watanabe; Adnan Alseidi; Jay A. Redan; Sergio Alfieri; Guido Costamagna; Ivo Boskoski; Nicolas Padoy; et al. (npj Digit. Medicine, 2022)

Understanding metric-related pitfalls in image analysis validation. - Annika Reinke; Minu Tizabi; Michael Baumgartner 001; Matthias Eisenmann; Doreen Heckmann-Nötzel; A. Emre Kavur; Tim Rädsch; Carole H. Sudre; Laura Ación; Michela Antonelli; Tal Arbel; Spyridon Bakas; et al. (CoRR, 2023)

The FIX Benchmark: Extracting Features Interpretable to eXperts. - Helen Jin; Shreya Havaldar; Chaehyeon Kim; Anton Xue; Weiqiu You; Helen Qu; Marco Gatti; Daniel A. Hashimoto; Bhuvnesh Jain; Amin Madani; Masao Sako; Lyle H. Ungar; et al. (CoRR, 2024)

Development, deployment and scaling of operating room-ready artificial intelligence for real-time surgical decision support. - Sergey Protserov; Jaryd Hunter; Haochi Zhang; Pouria Mashouri; Caterina Masino; Michael Brudno; Amin Madani (npj Digit. Medicine, 2024)

Slot-BERT: Self-supervised Object Discovery in Surgical Video. - Guiqiu Liao; Matjaz Jogan; Marcel Hussing; Kenta Nakahashi; Kazuhiro Yasufuku; Amin Madani; Eric Eaton; Daniel A. Hashimoto (CoRR, 2025)