MrGiovanni

CLIP-Driven-Universal-Model

[ICCV 2023] CLIP-Driven Universal Model; Rank first in MSD Competition.

AbdomenAtlas

[NeurIPS 2023] AbdomenAtlas 1.0 (5,195 CT volumes + 9 annotated classes)

Active-Learning

[CVPR 2017] Official Implementation for AIFT

ContinualLearning

[MICCAI 2023] Continual Learning for Abdominal Multi-Organ and Tumor Segmentation

DiffTumor

[CVPR 2024] Generalizable Tumor Synthesis - Realistic Synthetic Tumors in Liver, Pancreas, and Kidney

ModelsGenesis

[MICCAI 2019 Young Scientist Award] [MEDIA 2020 Best Paper Award] Models Genesis

SuPreM

[ICLR 2024 Oral] Supervised Pre-Trained 3D Models for Medical Image Analysis (9,262 CT volumes + 25 annotated classes)

SyntheticTumors

[CVPR 2023] Label-Free Liver Tumor Segmentation

Touchstone

[NeurIPS 2024] Touchstone - Benchmarking AI on 5,172 o.o.d. CT volumes and 9 anatomical structures

UNetPlusPlus

[IEEE TMI] Official Implementation for UNet++

MrGiovanni/UNetPlusPlus

[IEEE TMI] Official Implementation for UNet++

MrGiovanni/ModelsGenesis

[MICCAI 2019 Young Scientist Award] [MEDIA 2020 Best Paper Award] Models Genesis

MrGiovanni/SyntheticTumors

[CVPR 2023] Label-Free Liver Tumor Segmentation

MrGiovanni/SuPreM

[ICLR 2024 Oral] Supervised Pre-Trained 3D Models for Medical Image Analysis (9,262 CT volumes + 25 annotated classes)

MrGiovanni/AbdomenAtlas

[NeurIPS 2023] AbdomenAtlas 1.0 (5,195 CT volumes + 9 annotated classes)

MrGiovanni/DiffTumor

[CVPR 2024] Generalizable Tumor Synthesis - Realistic Synthetic Tumors in Liver, Pancreas, and Kidney

MrGiovanni/Active-Learning

[CVPR 2017] Official Implementation for AIFT

MrGiovanni/Touchstone

[NeurIPS 2024] Touchstone - Benchmarking AI on 5,172 o.o.d. CT volumes and 9 anatomical structures

MrGiovanni/ContinualLearning

[MICCAI 2023] Continual Learning for Abdominal Multi-Organ and Tumor Segmentation

MrGiovanni/Pixel2Cancer

[MICCAI 2024] Cellular Automata for Tumor Development - Realistic Synthetic Tumors in Liver, Pancreas, and Kidney

MrGiovanni/LabelAssemble

[ISBI 2023] Official Implementation for Label-Assemble

MrGiovanni/SimSID

[IEEE TPAMI] Anomaly Detection in Chest X-ray

MrGiovanni/Dissertation

Zongwei Zhou's Ph.D. Dissertation

MrGiovanni/OnlineLearning

[MICCAI 2024] Embracing Massive Medical Data

MrGiovanni/Eureka

MrGiovanni/GenesisLung

MrGiovanni/bodymaps

MrGiovanni/AbdomenAtlasX

MrGiovanni/ColdStart

Cold Start Problem in Vision Active Learning

MrGiovanni/bodymaps-website

Web App for NIfTI CT Scan + Segmentation Visualization

MrGiovanni/Stats