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UNetPlusPlus
[IEEE TMI] Official Implementation for UNet++ModelsGenesis
[MICCAI 2019 Young Scientist Award] [MEDIA 2020 Best Paper Award] Models GenesisSyntheticTumors
[CVPR 2023] Label-Free Liver Tumor SegmentationSuPreM
[ICLR 2024 Oral] Supervised Pre-Trained 3D Models for Medical Image Analysis (9,262 CT volumes + 25 annotated classes)AbdomenAtlas
[NeurIPS 2023] AbdomenAtlas 1.0 (5,195 CT volumes + 9 annotated classes)DiffTumor
[CVPR 2024] Generalizable Tumor Synthesis - Realistic Synthetic Tumors in Liver, Pancreas, and KidneyActive-Learning
[CVPR 2017] Official Implementation for AIFTContinualLearning
[MICCAI 2023] Continual Learning for Abdominal Multi-Organ and Tumor SegmentationTouchstone
[NeurIPS 2024] Touchstone - Benchmarking AI on 5,172 o.o.d. CT volumes and 9 anatomical structuresPixel2Cancer
[MICCAI 2024] Cellular Automata for Tumor Development - Realistic Synthetic Tumors in Liver, Pancreas, and KidneyLabelAssemble
[ISBI 2023] Official Implementation for Label-AssembleDissertation
Zongwei Zhou's Ph.D. DissertationEureka
SimSID
[IEEE TPAMI] Anomaly Detection in Chest X-rayOnlineLearning
[MICCAI 2024] Embracing Massive Medical DataGenesisLung
bodymaps
AbdomenAtlasX
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