SCUT-CCNL

SCUT-CCNL's starred repositories

LViT

[IEEE Transactions on Medical Imaging/TMI] This repo is the official implementation of "LViT: Language meets Vision Transformer in Medical Image Segmentation"

Language:PythonMIT27000

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

Language:PythonMIT1892700

open_clip

An open source implementation of CLIP.

Language:PythonNOASSERTION925200

MB-DCNN

[TMI2020]A Mutual Bootstrapping Model for Automated Skin Lesion Segmentation and Classification.

Language:PythonMIT5100

HiFuse

HiFuse: Hierarchical Multi-Scale Feature Fusion Network for Medical Image Classification

Language:PythonMIT17400

Skin-Cancer-Classification-using-Deep-Learning

Classify Skin cancer from the skin lesion images using Image classification. The dataset for the project is obtained from the Kaggle SIIM-ISIC-Melanoma-Classification competition.

Language:Jupyter NotebookMIT11000

PMC-CLIP

The official codes for "PMC-CLIP: Contrastive Language-Image Pre-training using Biomedical Documents"

Language:PythonMIT12100

CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

Language:Jupyter NotebookMIT2371200

ConVIRT-pytorch

🤖 🩻 Pytorch implementation of the ConVIRT Paper. Pioneer Image-Text Contrastive Learning approach for Radiology

Language:PythonMIT13300

Awesome-CLIP-in-Medical-Imaging

A Survey on CLIP in Medical Imaging

MIT23600

MGCA

[NeurIPS'22] Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning

Language:Jupyter Notebook12300

SAM-Med2D

Official implementation of SAM-Med2D

Language:Jupyter NotebookApache-2.080700

SAM-Med3D

SAM-Med3D: An Efficient General-purpose Promptable Segmentation Model for 3D Volumetric Medical Image

Language:PythonApache-2.042700

3DSAM-adapter

Holistic Adaptation of SAM from 2D to 3D for Promptable Medical Image Segmentation

Language:Python13100

SegMamba

SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image Segmentation

Language:Python30300

This repository contains the code to replicate the data processing, modeling and reporting of our Holistic AI in Medicine (HAIM) Publication in Nature Machine Intelligence (Soenksen LR, Ma Y, Zeng C et al. 2022).

Language:PythonApache-2.010100