Popular GitHub Repositories for Medical Application

中文医疗对话模型扁鹊(BianQue)

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

Exploring the potential of fine-tuning Large Language Models (LLMs) like Llama2 and StableLM for medical entity extraction. This project focuses on adapting these models using PEFT, Adapter V2, and LoRA techniques to efficiently and accurately extract drug names and adverse side-effects from pharmaceutical texts

Implementation code of RA-GCN: Graph Convolutional Network for Disease Prediction Problems with Imbalanced Data accepted by Medical Image Analysis Journal (MedIA 2022)

Improving Information Extraction from Pathology Reports using Named Entity Recognition

The Medical Query Generator is a web application that leverages Google's GenerativeAI to generate detailed and accurate medical responses. Users input medical queries, and the application provides responses adhering to specific guidelines for clarity, accuracy, and informativeness.

Decentralised Control of Intelligent Devices: A Healthcare Facility Study

This web application is motivated by Baymax of the animated movie Big Hero 6. It detects Valvular Heart disorder i.e. damage or defect in one of the four heart valves. On the Machine Learning side, I have used AutoML from the deep learning platform H2O. And the interactive application is build in RShiny.

Medical Toolkit for Liver Volume Segmentation

Neurova AI - Revolutionizing Healthcare with AI (Trial Period) ?

I and my team member has created this MediBot Fine Tune on Medical Question/Answer Dataset From Hugging Face

Repository for "Evaluation of GPT-4 for Patient Question Answering about Endometriosis"

This repository contains the code for the development of an AI-based web application designed to enhance pre-triage processes in after-hour medical care. Part of my Master Thesis from 2023.