Kqp1227

GenerateCT

ECCV 2024 & GenerateCT: Text-Conditional Generation of 3D Chest CT Volumes

finetune-fair-diffusion

Code of the paper: Finetuning Text-to-Image Diffusion Models for Fairness

Diff-Pruning

[NeurIPS 2023] Structural Pruning for Diffusion Models

Sensitive-Channel-Pruning

This is the official repository of the following paper: "Achieving Fairness Through Channel Pruning for Dermatological Disease Diagnosis" in Proc. of Medical Image Computing and Computer Assisted Interventions (MICCAI), 2024 (early accept, acceptance rate 11%)

guided-diffusion

RadFM

The official code for "Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data".

ChatCAD

[COMMSENG'24, TMI'24] Interactive Computer-Aided Diagnosis using LLMs

MedicalGPT

MedicalGPT: Training Your Own Medical GPT Model with ChatGPT Training Pipeline. 训练医疗大模型，实现了包括增量预训练(PT)、有监督微调(SFT)、RLHF、DPO、ORPO。

finetune_stable_diffusion

finetune stable diffusion with Dreambooth、LoRA、ControlNet

stable-diffusion-webui

Stable Diffusion web UI

imagic-editing.github.io

diffusion-classifier

Diffusion Classifier leverages pretrained diffusion models to perform zero-shot classification without additional training

FiT

[ICML 2024 Spotlight] FiT: Flexible Vision Transformer for Diffusion Model

awesome-diffusion-categorized

collection of diffusion model papers categorized by their subareas

GenerativeModels

MONAI Generative Models makes it easy to train, evaluate, and deploy generative models and related applications

DiT

Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"

sliders

Concept Sliders for Precise Control of Diffusion Models

Awasome-Pruning

Awasome Papers and Resources in Deep Neural Network Pruning with Source Code.

Dynamic-Network-Surgery

Caffe implementation for dynamic network surgery.

dynamic_network_surgery

network-slimming

Network Slimming (Pytorch) (ICCV 2017)

WSI-HGNN

[CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning

clinical-grade-computational-pathology-using-weakly-supervised-deep-learning-on-whole-slide-images

首个临床级别的 AI 系统可用源码

C2C

Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.

MCAT

Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images - ICCV 2021

multiple_instance_learning

Multiple instance learning for weakly supervised learning

CLAM

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

DomainBiasMitigation

Pipeline-Processing-TCGA-Slides-for-MIL

This repo provides an exhaustive pipeline of processing TCGA whole-slide images for downstream multiple instance learning.

MIL-nature-medicine-2019