Development and validation of fully automated robust deep learning models for multi-organ segmentation from whole-body CT images

nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation

Nature Methods · 2020 · 8.6K citations · Full text

Computing, Biomedical Engineering, Computer Science +13

TotalSegmentator: Robust Segmentation of 104 Anatomic Structures in CT Images

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Computing, Biomedical Engineering, Radiology +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

The Liver Tumor Segmentation Benchmark (LiTS)

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Medicine, Oncology, Radiology +17

Segmentation of organs‐at‐risks in head and neck <scp>CT</scp> images using convolutional neural networks

Bulat Ibragimov, Lei Xing · Medical Physics · 2016 · 506 citations · Full text

Medicine, Radiation Oncology, Radiology +15