In the Picture: Medical Imaging Datasets, Artifacts, and their Living Review. - Jiménez-Sánchez, Amelia; Avlona, Natalia Rozalia; Boer, Sarah de; Campello, Víctor M.; Feragen, Aasa; Ferrante, Enzo; Ganz, Melanie; Gichoya, Judy Wawira; González, Camila; Groefsema, Steff; Hering, Alessa; Hulman, Adam; et al. (2025)

In the Picture: Medical Imaging Datasets, Artifacts, and their Living Review. - Jiménez-Sánchez, Amelia; Avlona, Natalia Rozalia; Boer, Sarah de; Campello, Víctor M.; Feragen, Aasa; Ferrante, Enzo; Ganz, Melanie; Gichoya, Judy Wawira; González, Camila; Groefsema, Steff; Hering, Alessa; Hulman, Adam; et al. (CoRR, 2025)

Bridging vision language model (VLM) evaluation gaps with a framework for scalable and cost-effective benchmark generation. - Rädsch, Tim; Mayer, Leon D.; Pavicic, Simon; Kavur, A. Emre; Knopp, Marcel; Öztürk, Baris; Maier-Hein, Klaus H.; Jaeger, Paul F.; Isensee, Fabian; Reinke, Annika; Maier-Hein, Lena (CoRR, 2025)

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

Quality Assured: Rethinking Annotation Strategies in Imaging AI. - Rädsch, Tim; Reinke, Annika; Weru, Vivienn; Tizabi, Minu Dietlinde; Heller, Nicholas; Isensee, Fabian; Kopp-Schneider, Annette; Maier-Hein, Lena (2024)

Kidney and Kidney Tumor Segmentation - MICCAI 2023 Challenge, KiTS 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings (Springer, 2024)

Metrics Reloaded: A framework for trustworthy image analysis validation. - Kavur, Ali Emre; Reinke, Annika; Jäger, Paul F.; Isensee, Fabian; Rädsch, Tim; Tizabi, Minu Dietlinde; Maier-Hein, Lena (Zenodo, 2024)

Quality Assured: Rethinking Annotation Strategies in Imaging AI. - Rädsch, Tim; Reinke, Annika; Weru, Vivienn; Tizabi, Minu Dietlinde; Heller, Nicholas; Isensee, Fabian; Kopp-Schneider, Annette; Maier-Hein, Lena (CoRR, 2024)

Labelling instructions matter in biomedical image analysis. - Rädsch, Tim; Reinke, Annika; Weru, Vivienn; Tizabi, Minu Dietlinde; Schreck, Nicholas; Kavur, A. Emre; Pekdemir, Bünyamin; Roß, Tobias; Kopp-Schneider, Annette; Maier-Hein, Lena (Nat. Mac. Intell., 2023)

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

Labeling instructions matter in biomedical image analysis. - Rädsch, Tim; Maier-Hein, Lena (Zenodo, 2023)

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

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

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

Labeling instructions matter in biomedical image analysis. - Rädsch, Tim; Reinke, Annika; Weru, Vivienn; Tizabi, Minu Dietlinde; Schreck, Nicholas; Kavur, A. Emre; Pekdemir, Bünyamin; Roß, Tobias; Kopp-Schneider, Annette; Maier-Hein, Lena (CoRR, 2022)

What Your Radiologist Might be Missing: Using Machine Learning to Identify Mislabeled Instances of X-ray Images. - Rädsch, Tim; Eckhardt, Sven; Leiser, Florian; Pandl, Konstantin D.; Thiebes, Scott; Sunyaev, Ali (2021)

Towards a Machine Learning-based Decision Support System for Dispatching Helicopters in New Zealand. - Rädsch, Tim; Reuter-Oppermann, Melanie; Richards, Dave (2021)

Common Limitations of Image Processing Metrics: A Picture Story. - Reinke, Annika; Eisenmann, Matthias; Tizabi, Minu Dietlinde; Sudre, Carole H.; Rädsch, Tim; Antonelli, Michela; Arbel, Tal; Bakas, Spyridon; Cardoso, M. Jorge; Cheplygina, Veronika; Farahani, Keyvan; Glocker, Ben; et al. (CoRR, 2021)