MrGiovanni/AbdomenAtlasPython
[NeurIPS 2023] AbdomenAtlas 1.0 (5,195 CT volumes + 9 annotated classes)
(305 stars) (20 forks) (0 issues indexées) (0 good first issues ouvertes)
Dépôts
Dépôts de MrGiovanni
[CVPR 2017] Official Implementation for AIFT
(93 stars) (27 forks) (0 issues indexées) (0 good first issues ouvertes)
MrGiovanni/CAREPython
[NeurIPS 2025] Completeness-Aware Reconstruction Enhancement
(37 stars) (1 fork) (0 issues indexées) (0 good first issues ouvertes)
MrGiovanni/ColdStartPython
Cold Start Problem in Vision Active Learning
(1 star) (0 forks) (0 issues indexées) (0 good first issues ouvertes)
[MICCAI 2023] Continual Learning for Abdominal Multi-Organ and Tumor Segmentation
(79 stars) (10 forks) (0 issues indexées) (0 good first issues ouvertes)
MrGiovanni/DiffTumorPython
[CVPR 2024] Generalizable Tumor Synthesis - Realistic Synthetic Tumors in Liver, Pancreas, and Kidney
(216 stars) (15 forks) (0 issues indexées) (0 good first issues ouvertes)
Zongwei Zhou's Ph.D. Dissertation
(14 stars) (2 forks) (0 issues indexées) (0 good first issues ouvertes)
MrGiovanni/EurekaPython
(13 stars) (0 forks) (0 issues indexées) (0 good first issues ouvertes)
MrGiovanni/GenesisLungJupyter Notebook
(6 stars) (0 forks) (0 issues indexées) (0 good first issues ouvertes)
MrGiovanni/LabelAssemblePython
[ISBI 2023] Official Implementation for Label-Assemble
(20 stars) (1 fork) (0 issues indexées) (0 good first issues ouvertes)
MrGiovanni/LabelCriticPython
[ISBI 2025] Design Data Before Models: Using large vision-language models to automatically enhance medical dataset annotations.
(35 stars) (2 forks) (0 issues indexées) (0 good first issues ouvertes)
MrGiovanni/LeaderboardJupyter Notebook
(0 stars) (1 fork) (0 issues indexées) (0 good first issues ouvertes)
MrGiovanni/ModelsGenesisMATLAB
Official Keras & PyTorch Implementation and Pre-trained Models for Models Genesis - MICCAI 2019
(391 stars) (90 forks) (0 issues indexées) (0 good first issues ouvertes)
[MICCAI 2024] Embracing Massive Medical Data
(20 stars) (0 forks) (0 issues indexées) (0 good first issues ouvertes)
MrGiovanni/PanTSShell
[NeurIPS 2025] PanTS: The Pancreatic Tumor Segmentation Dataset. PanTS is a vision-language dataset, which enables development and external evaluation of AI for pancreatic tumor detection, localization, and reporting, with multi-structure context and metadata to support robust, anatomy-aware modeling.
(110 stars) (10 forks) (0 issues indexées) (0 good first issues ouvertes)
MrGiovanni/Pixel2CancerJupyter Notebook
[MICCAI 2024] Cellular Automata for Tumor Development - Realistic Synthetic Tumors in Liver, Pancreas, and Kidney
(47 stars) (6 forks) (0 issues indexées) (0 good first issues ouvertes)
MrGiovanni/R-SuperPython
[MICCAI 2025 Best Paper Award] Learning Segmentation from Radiology Reports
(117 stars) (6 forks) (0 issues indexées) (0 good first issues ouvertes)
MrGiovanni/RadGPTPython
[ICCV 2025] AbdomenAtlas 3.0 (9,262 CT volumes + medical reports). These “superhuman” reports are more accurate, detailed, standardized, and generated faster than traditional human-made reports.
(213 stars) (8 forks) (0 issues indexées) (0 good first issues ouvertes)
MrGiovanni/SMILEPython
(42 stars) (1 fork) (0 issues indexées) (0 good first issues ouvertes)
(25 stars) (1 fork) (0 issues indexées) (0 good first issues ouvertes)