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SurvPath

Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024

iKUN

[CVPR 2024] iKUN: Speak to Trackers without Retraining

CLAM

Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical Engineering

MOTCat

TransUNet

This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation.

Unet-Segmentation-Pytorch-Nest-of-Unets

Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet

Image_Segmentation

Pytorch implementation of U-Net, R2U-Net, Attention U-Net, and Attention R2U-Net.

nnUNet

SPG-3DVS

The code for the proposed SPG-3DVS method used for 3D vessel segmentation

MTCL

[MICCAI21, TMI22] Mean-Teacher-Assisted Confident Learning

3D-CNN-PyTorch

PyTorch implementation for 3D CNN models for medical image data (1 channel gray scale images).

Efficient-3DCNNs

PyTorch Implementation of "Resource Efficient 3D Convolutional Neural Networks", codes and pretrained models.

CLIP4Cir

[ACM TOMM 2023] - Composed Image Retrieval using Contrastive Learning and Task-oriented CLIP-based Features

uncertainty_retrieval

ICLR‘24 Offical Implementation of Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization

U-Mamba

U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation

Awesome-Mamba-Papers

Awesome Papers related to Mamba.

SPRC

【ICLR 2024, Spotlight】Sentence-level Prompts Benefit Composed Image Retrieval

Tab-Attention

Code repository for the 2023 MICCAI Paper "TabAttention: Learning Attention Conditionally on Tabular Data"

TOP-GPM

Long-CLIP

[ECCV 2024] official code for "Long-CLIP: Unlocking the Long-Text Capability of CLIP"

CLIP-Lung

CLIP-Lung (MICCAI 2023)

PathOmics

[MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)

Awesome-CLIP-in-Medical-Imaging

A Survey on CLIP in Medical Imaging

SEARLE

[ICCV 2023] - Zero-shot Composed Image Retrieval with Textual Inversion

Xplainer

Official repository for the paper "Xplainer: From X-Ray Observations to Explainable Zero-Shot Diagnosis"

CITE

Official code of MICCAI'23 paper "Text-guided Foundation Model Adaptation for Pathological Image Classification"

CAML

repository for CAML: Correlation-aware mutual learning for semi-supervised medical image segmentation

DeltaNet

X-REM

CEIRD

code for MICCAI2023 paper