medical-application 开源项目推荐（702 个）

mlmed /torchxrayvision

TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.

scutcyr /BianQue

中文医疗对话模型扁鹊(BianQue)

gersteinlab /MedAgents

[ACL 2024 Findings] MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning https://arxiv.org/abs/2311.10537

AlizaMedicalImaging /AlizaMS

DICOM 查看器

johnuberbacher /flutter_medical

Functioning Doctor/Healthcare Catalog App created using Dart with Flutter. Stores and loads data from Firebase Firestore DB.

dc-exe /Health_and_Doctor_Appointment

Medic.ly - Health and Doctor Appointment App made with Flutter. With this you can book an online appointment to a doctor in advance.

petrk94 /ownhealthrecord

This repository is about the OwnHealthRecord Application Web App

anjanatiha /Pneumonia-Detection-from-Chest-X-Ray-Images-with-Deep-Learning

Detecting Pneumonia in Chest X-ray Images using Convolutional Neural Network and Pretrained Models

BIDS-Xu-Lab /Me-LLaMA

A novel medical large language model family with 13/70B parameters, which have SOTA performances on various medical tasks

wshi83 /MedAgentGym

[ICLR'26] MedAgentGYM: Training LLM Agents for Code-Based Medical Reasoning at Scale

mhmzdev /medkit-pharmacy-app

为了在家用药治疗各种疾病的症状，这个应用将作为指导。动画使用较少，Firebase作为数据库使用。

LaurentVeyssier /Chest-X-Ray-Medical-Diagnosis-with-Deep-Learning

Use Deep Learning model to diagnose 14 pathologies on Chest X-Ray and use GradCAM Model Interpretation Method

architkaila /Fine-Tuning-LLMs-for-Medical-Entity-Extraction

探索微调 Llama2 和 StableLM 等大语言模型（LLM）进行医学实体抽取的潜力。本项目聚焦使用 PEFT、Adapter V2 和 LoRA 技术适配这些模型，以高效、准确地从药学文本中抽取药物名称和不良副作用

IRCAD /sight

Surgical Image Guidance and Healthcare Toolkit

ipc-lab /private-ml-for-health

多巴胺：关于医疗数据的差异私人联合学习（AAAI -PPRI）

MyLikita-Health /sudoEMR

An Open Source Hospital Management System

LabinatorSolutions /medical-symptom-checker

The Labinator Medical Symptom Checker helps you understand the possible causes of symptoms in children and adults. It uses the USWDS UI components and programmed in JavaScript.

Engineering-Course /Awesome-Medical-Research

Awesome list for deep learning on medical research

Breeze648 /MedCoT-7B

本项目利用医学领域的 CoT 数据对 Deepseek-R1-Distill-Qwen-7B 进行微调，通过 QLoRA 量化和 Unsloth 加速训练，显著提升模型在复杂医学推理任务中的慢思考能力。知识蒸馏技术使轻量级模型获得大模型的推理优势，实现高效、准确且具有解释性的医学问答系统。

felixpeters /lung-cancer-detection

Deep learning-based segmentation and classification of lung nodules