Fabian Isensee

The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping

Alex Zwanenburg, Martin Vallières, Mahmoud A. Abdalah et al. · Radiology · 2020 · 3.6K citations · Full text

Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?

Olivier Bernard, Alain Lalande, Clément Zotti et al. · IEEE Transactions on Medical Imaging · 2018 · 2.1K citations · Full text

Convolutional Neural Network, Multiple Instance Learning, Engineering +22

The Medical Segmentation Decathlon

Michela Antonelli, Annika Reinke, Spyridon Bakas et al. · Nature Communications · 2022 · 1.1K citations · Full text

The Liver Tumor Segmentation Benchmark (LiTS)

Patrick Bilic, Patrick Ferdinand Christ, Hongwei Li et al. · Medical Image Analysis · 2022 · 1K citations · Full text

CHAOS Challenge - combined (CT-MR) healthy abdominal organ segmentation

Ali Emre Kavur, Naciye Sinem Gezer, Mustafa Barış et al. · Medical Image Analysis · 2020 · 735 citations · Full text

Chaos Challenge, Engineering, Medical Imaging +8