The Liver Tumor Segmentation Benchmark (LiTS)

Patrick Bilic, Patrick Christ, Hongwei Bran Li +106

The International Workshop on Osteoarthritis Imaging Knee MRI Segmentation Challenge: A Multi-Institute Evaluation and Analysis Framework on a Standardized Dataset

Arjun D. Desai, Francesco Caliva, Claudia Iriondo +26

The Medical Segmentation Decathlon

Michela Antonelli, Annika Reinke, Spyridon Bakas +55

One Network to Segment Them All: A General, Lightweight System for Accurate 3D Medical Image Segmentation

Mathias Perslev, Erik Bjørnager Dam, Akshay Pai +1

Fully Automated Tumor Segmentation for Brain MRI data using Multiplanner UNet

Sumit Pandey, Satyasaran Changdar, Mathias Perslev +1

Diffusion MRI preprocessing affects ADC estimation and automatic PI-RADS v2.1 classification in bi-parametric prostate MRI

Christos Kanakis, Mathias Perslev, Tim Schakel +4

The paper studies how different diffusion‑weighted MRI preprocessing steps affect apparent diffusion coefficient (ADC) maps and the performance of a deep‑learning model that automa…

U-Time: A Fully Convolutional Network for Time Series Segmentation Applied to Sleep Staging

Mathias Perslev, Michael Hejselbak Jensen, Sune Darkner +2

Local Gamma Augmentation for Ischemic Stroke Lesion Segmentation on MRI

Jon Middleton, Marko Bauer, Kaining Sheng +5