Discover @MrGiovanni Open Source projects

Zongwei Zhou (@MrGiovanni)

MrGiovanni

Stars
4,157
Global Rank 6,777 (Top 0.3 %)
Followers 693
Following 61
Registered about 10 years ago
Most used languages

Python
57.9 %

Jupyter Notebook
26.3 %

TeX
5.3 %

JavaScript
5.3 %

MATLAB
5.3 %
Location 🇺🇸 United States
Country Total Rank 3,361
Country Ranking

MATLAB
189

Jupyter Notebook
297

Python
476

TeX
1,014

UNetPlusPlus

[IEEE TMI] Official Implementation for UNet++

ModelsGenesis

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

Jupyter Notebook

SyntheticTumors

[CVPR 2023] Label-Free Liver Tumor Segmentation

SuPreM

[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 Kidney

Active-Learning

[CVPR 2017] Official Implementation for AIFT

ContinualLearning

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

Touchstone

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

Jupyter Notebook

Pixel2Cancer

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

Jupyter Notebook

LabelAssemble

[ISBI 2023] Official Implementation for Label-Assemble

Dissertation

Zongwei Zhou's Ph.D. Dissertation

Eureka

SimSID

[IEEE TPAMI] Anomaly Detection in Chest X-ray

OnlineLearning

[MICCAI 2024] Embracing Massive Medical Data

GenesisLung

Jupyter Notebook

bodymaps

AbdomenAtlasX

ColdStart

Cold Start Problem in Vision Active Learning

Stats

Jupyter Notebook