Zongwei Zhou's Projects
[NeurIPS 2023] AbdomenAtlas 1.0 (5,195 CT volumes + 9 annotated classes)
[CVPR 2017] Official Implementation for AIFT
Rank first in Medical Segmentation Decathlon (MSD) Competition.
Cold Start Problem in Vision Active Learning
[MICCAI 2023] Continual Learning for Abdominal Multi-Organ and Tumor Segmentation
[CVPR 2024] Generalizable Tumor Synthesis
Zongwei Zhou's Ph.D. Dissertation
[ISBI 2023] Official Implementation for Label-Assemble
[MICCAI 2019] [MEDIA 2020] Models Genesis
[MICCAI 2024] Embracing Massive Medical Data
[MICCAI 2024] Cellular Automata for Tumor Development - Realistic Synthetic Tumors in Liver, Pancreas, and Kidney
[IEEE TPAMI] Anomaly Detection in Chest X-ray
[ICLR 2024] Supervised Pre-Trained 3D Models for Medical Image Analysis (9,262 CT volumes + 25 annotated classes)
[CVPR 2023] Label-Free Liver Tumor Segmentation
[IEEE TMI] Official Implementation for UNet++