MrGiovanni/AbdomenAtlasPython
[NeurIPS 2023] AbdomenAtlas 1.0 (5,195 CT volumes + 9 annotated classes)
(305 star) (20 fork) (0 issue indicizzate) (0 good first issue aperte)
Repository
Repository di MrGiovanni
[CVPR 2017] Official Implementation for AIFT
(93 star) (27 fork) (0 issue indicizzate) (0 good first issue aperte)
MrGiovanni/CAREPython
[NeurIPS 2025] Completeness-Aware Reconstruction Enhancement
(37 star) (1 fork) (0 issue indicizzate) (0 good first issue aperte)
MrGiovanni/ColdStartPython
Cold Start Problem in Vision Active Learning
(1 star) (0 fork) (0 issue indicizzate) (0 good first issue aperte)
[MICCAI 2023] Continual Learning for Abdominal Multi-Organ and Tumor Segmentation
(79 star) (10 fork) (0 issue indicizzate) (0 good first issue aperte)
MrGiovanni/DiffTumorPython
[CVPR 2024] Generalizable Tumor Synthesis - Realistic Synthetic Tumors in Liver, Pancreas, and Kidney
(216 star) (15 fork) (0 issue indicizzate) (0 good first issue aperte)
Zongwei Zhou's Ph.D. Dissertation
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MrGiovanni/EurekaPython
(13 star) (0 fork) (0 issue indicizzate) (0 good first issue aperte)
MrGiovanni/GenesisLungJupyter Notebook
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MrGiovanni/LabelAssemblePython
[ISBI 2023] Official Implementation for Label-Assemble
(20 star) (1 fork) (0 issue indicizzate) (0 good first issue aperte)
MrGiovanni/LabelCriticPython
[ISBI 2025] Design Data Before Models: Using large vision-language models to automatically enhance medical dataset annotations.
(35 star) (2 fork) (0 issue indicizzate) (0 good first issue aperte)
MrGiovanni/LeaderboardJupyter Notebook
(0 star) (1 fork) (0 issue indicizzate) (0 good first issue aperte)
MrGiovanni/ModelsGenesisMATLAB
Official Keras & PyTorch Implementation and Pre-trained Models for Models Genesis - MICCAI 2019
(391 star) (90 fork) (0 issue indicizzate) (0 good first issue aperte)
[MICCAI 2024] Embracing Massive Medical Data
(20 star) (0 fork) (0 issue indicizzate) (0 good first issue aperte)
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 star) (10 fork) (0 issue indicizzate) (0 good first issue aperte)
MrGiovanni/Pixel2CancerJupyter Notebook
[MICCAI 2024] Cellular Automata for Tumor Development - Realistic Synthetic Tumors in Liver, Pancreas, and Kidney
(47 star) (6 fork) (0 issue indicizzate) (0 good first issue aperte)
MrGiovanni/R-SuperPython
[MICCAI 2025 Best Paper Award] Learning Segmentation from Radiology Reports
(117 star) (6 fork) (0 issue indicizzate) (0 good first issue aperte)
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 star) (8 fork) (0 issue indicizzate) (0 good first issue aperte)
MrGiovanni/SMILEPython
(42 star) (1 fork) (0 issue indicizzate) (0 good first issue aperte)
(25 star) (1 fork) (0 issue indicizzate) (0 good first issue aperte)