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The official code for "Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data".
A curated list of foundation models for vision and language tasks in medical imaging
Recommend new arxiv papers of your interest daily according to your Zotero libarary.
Hourglass Networks for Knee Anatomical Landmark Localization: PyTorch Implementation
SAUNA: Image-level Regression for Uncertainty-aware Retinal Image Segmentation
SiNGR: Brain Tumor Segmentation via Signed Normalized Geodesic Transform Regression
[ArXiv' 24] ESP-MedSAM: Efficient Self-Prompting SAM for Universal Domain-Generalized Medical Image Segmentation
[CIBM 2024] Segment Anything Model for Medical Image Segmentation: Open-Source Project Summary
SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation
3D Medical Image Segmentation Models，集成各种医学图像分割模型的小框架，主要是3D，持续更新...
Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image …
Some simple medical image processing python script. Wish these code can help you.
NeurIPS 2023: Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation
This repository is an unoffical PyTorch implementation of Semi-Supervised Learning on Medical Segmentation in 2D and 3D.
Semi-Supervised Neuron Segmentation via Reinforced Consistency Learning
This repository contains Action Recognition using 3D-CNN model on UCF101 dataset.
ClassAttentionMapping (CAM) for Action Recognition (TSM+UCF101)
STEP: Spatio-Temporal Progressive Learning for Video Action Detection. CVPR'19 (Oral)
Video Recognition using Mixed Convolutional Tube (MiCT) on PyTorch with a ResNet backbone
Action recognition tutorial using UCF-101 dataset.
Make video classification on UCF101 using CNN and RNN based on Pytorch framework.
Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101
[IEEE-TMI'22] Causality-inspired Single-source Domain Generalization for Medical Image Segmentation (code&data-processing pipeline)
Single Domain Generalization Method for Remote Sensing Image Segmentation via Category Consistency on Domain Randomization
Language Grounded Single Source Domain Generalization in Medical Image Segmentation [ISBI2024]
The official GitHub page for the survey paper "A Survey of Large Language Models".