xtie97

awesome-multimodal-in-medical-imaging

A collection of resources on applications of multi-modal learning in medical imaging.

HNTSMRG_2024

Docker tutorial and example files related to HNTS-MRG 2024 Data Challenge.

textgrad

TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients.

Awesome-Foundation-Models-in-Medical-Imaging

A curated list of foundation models for vision and language tasks in medical imaging

awesome-medical-vision-language-models

A collection of resources on Medical Vision-Language Models

Radiation-Oncology-NLP-Database

Radiation Oncology NLP Database

SGPT

The official implantation of SGPT (CVPR2024)

chexpert-plus

FATE-LLM

Federated Learning for LLMs.

OpenFedLLM

SimPO

SimPO: Simple Preference Optimization with a Reference-Free Reward

segmentation_models.pytorch.3d

Segmentation models with pretrained backbones. PyTorch.

prometheus-eval

Evaluate your LLM's response with Prometheus and GPT4 💯

LVM-Med

Release LMV-Med pre-trained models

AutoPET2-Submission

pycox

Survival analysis with PyTorch

aaai21_survival_prediction

AAAI Survival Prediction Challenge

ICARE

Individual Coefficient Approximation for Risk Estimation (ICARE) model

TMTV-Net

This repository employs a deep-learning method for the automated segmentation of total metabolic tumor volume (TMTV) in whole-body [18]F-FDG PET/CT images, with an emphasis on multi-center generalizability.

SERA

Standardized Environment for Radiomics Analysis

Foresight

Deep Generative Modelling of Patient Timelines using Electronic Health Records

prepare-tax-return

UW-Madison CS 硕士生报税经历

vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

RaLEs

Radiology Language Evaluations

ollama

Get up and running with Llama 3.1, Mistral, Gemma 2, and other large language models.

mimic_annotations

lymphoma-segmentation-dnn

MedSAM

Segment Anything in Medical Images

langchain

🦜🔗 Build context-aware reasoning applications

Gear-Building-Tutorial

repositories for the gear building tutorial