Lena Maier‐Hein

TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods

Gary S. Collins, Karel G.M. Moons, Paula Dhiman et al. · BMJ · 2024 · 2.2K citations · Full text

Computing, Biostatistics, Health Informatics +17

The Medical Segmentation Decathlon

Michela Antonelli, Annika Reinke, Spyridon Bakas et al. · Nature Communications · 2022 · 1.2K citations · Full text

Computing, Biomedical Engineering, Computer Science +10

A large annotated medical image dataset for the development and evaluation of segmentation algorithms

Amber L. Simpson, Michela Antonelli, Spyridon Bakas et al. · arXiv (Cornell University) · 2019 · 717 citations · Full text

Computing, Anatomy, Biomedical Imaging +13

Surgical data science for next-generation interventions

Lena Maier‐Hein, S. Swaroop Vedula, Stefanie Speidel et al. · Nature Biomedical Engineering · 2017 · 534 citations · Full text

Medicine, Data Science, Surgery +12

MONAI: An open-source framework for deep learning in healthcare

M. Jorge Cardoso, Wenqi Li, Richard Brown et al. · arXiv (Cornell University) · 2022 · 435 citations · Full text

Computing, Computer Science, Health Informatics +11