MIDOG Challenges

We organized the Mitosis Domain Generalization Challenge (MIDOG) at MICCAI in 2021, 2022, and 2025, with challenge report papers published in Medical Image Analysis.

We organized the Mitosis Domain Generalization Challenge (MIDOG) at MICCAI in 2021, 2022, and 2025 with challenge report papers published in Medical Image Analysis.

Publications

  • Mitosis Domain Generalization (MIDOG) Challenge 2025 Baselines

    Sweta Banerjee, Jonas Ammeling, Viktoria Weiss, Taryn A. Donovan, Robert Klopfleisch, Christof A. Bertram, Katharina Breininger and Marc Aubreville

    2026 · Mitotic Figure Detection and Atypia Classification in Whole Slide Images doi link

  • Mitotic Figure Detection and Atypia Classification in Whole Slide Images: MICCAI Challenge: MIDOG 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 23, 2025, Proceedings

    2026 · Springer Nature Switzerland doi link

  • Mitosis Domain Generalization Challenge 2025

    Jonas Ammeling, Marc Aubreville, Sweta Banerjee, Christof A. Bertram, Katharina Breininger, Dominik Hirling, Peter Horvath, Nikolas Stathonikos and Mitko Veta

    2025 · Zenodo doi link

  • Domain generalization across tumor types, laboratories, and species — Insights from the 2022 edition of the Mitosis Domain Generalization Challenge

    Marc Aubreville, Nikolas Stathonikos, Taryn A. Donovan, Robert Klopfleisch, Jonas Ammeling, Jonathan Ganz, Frauke Wilm, Mitko Veta, Samir Jabari, Markus Eckstein, Jonas Annuscheit, Christian Krumnow, Engin Bozaba, Sercan Çayır, Hongyan Gu, Xiang ‘Anthony’ Chen, Mostafa Jahanifar, Adam Shephard, Satoshi Kondo, Satoshi Kasai, Sujatha Kotte, V.G. Saipradeep, Maxime W. Lafarge, Viktor H. Koelzer, Ziyue Wang, Yongbing Zhang, Sen Yang, Xiyue Wang, Katharina Breininger and Christof A. Bertram

    2024 · Medical Image Analysis doi link

  • Mitosis Domain Generalization and Diabetic Retinopathy Analysis: MICCAI Challenges MIDOG 2022 and DRAC 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18–22, 2022, Proceedings

    2023 · Springer Nature Switzerland doi link

  • Mitosis domain generalization in histopathology images — The MIDOG challenge

    Marc Aubreville, Nikolas Stathonikos, Christof A. Bertram, Robert Klopfleisch, Natalie Ter Hoeve, Francesco Ciompi, Frauke Wilm, Christian Marzahl, Taryn A. Donovan, Andreas Maier, Jack Breen, Nishant Ravikumar, Youjin Chung, Jinah Park, Ramin Nateghi, Fattaneh Pourakpour, Rutger H.J. Fick, Saima Ben Hadj, Mostafa Jahanifar, Adam Shephard, Jakob Dexl, Thomas Wittenberg, Satoshi Kondo, Maxime W. Lafarge, Viktor H. Koelzer, Jingtang Liang, Yubo Wang, Xi Long, Jingxin Liu, Salar Razavi, April Khademi, Sen Yang, Xiyue Wang, Ramona Erber, Andrea Klang, Karoline Lipnik, Pompei Bolfa, Michael J. Dark, Gabriel Wasinger, Mitko Veta and Katharina Breininger

    2023 · Medical Image Analysis doi link

  • Reference Algorithms for the Mitosis Domain Generalization (MIDOG) 2022 Challenge

    Jonas Ammeling, Frauke Wilm, Jonathan Ganz, Katharina Breininger and Marc Aubreville

    2023 · Mitosis Domain Generalization and Diabetic Retinopathy Analysis doi link

  • Domain Adversarial RetinaNet as a Reference Algorithm for the MItosis DOmain Generalization Challenge

    Frauke Wilm, Christian Marzahl, Katharina Breininger and Marc Aubreville

    2022 · Biomedical Image Registration, Domain Generalisation and Out-of-Distribution Analysis doi link

Resources

← All projects