Discover MrGiovanni/SuPreM Open Source project

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Created about 1 year ago
Updated 3 months ago

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

UNetPlusPlus

[IEEE TMI] Official Implementation for UNet++

Python

2,273

ModelsGenesis

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

Jupyter Notebook

731

SyntheticTumors

[CVPR 2023] Label-Free Liver Tumor Segmentation

Python

306

AbdomenAtlas

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

Python

207

DiffTumor

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

Python

126

Active-Learning

[CVPR 2017] Official Implementation for AIFT

MATLAB

ContinualLearning

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

Python

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

Python

Dissertation

Zongwei Zhou's Ph.D. Dissertation

TeX

Eureka

Python

SimSID

[IEEE TPAMI] Anomaly Detection in Chest X-ray

Python

OnlineLearning

[MICCAI 2024] Embracing Massive Medical Data

Python

GenesisLung

Jupyter Notebook

bodymaps

JavaScript

AbdomenAtlasX

ColdStart

Cold Start Problem in Vision Active Learning

Python

Stats

Jupyter Notebook

MrGiovanni/SuPreM

MrGiovanni

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