Datasets
Discover high-quality, open-source medical datasets for training and benchmarking.
500-AI-Agents-Projects
A comprehensive, open-source curated collection of over 500 AI agent use cases and projects across various industries including healthcare. Developers can use this directory to...
AI-Healthcare-System
AI-powered healthcare platform combining Machine Learning for multi-disease prediction (Diabetes, Heart, Liver, Kidney, Lungs) with Generative AI for intelligent medical assistance and lab report analysis....
AI-Powered-Healthcare-Intelligence-Network
The AI-Powered Healthcare Intelligence Network is an AI-driven system offering disease prediction, drug recommendations, heart disease risk assessment, and an AI medical chatbot. Using ML,...
AI-Projects-for-Healthcare
This repository is included artificial intelligence, machine learning, data science, computer vision projects related to healthcare. solving core medical data engineering challenges. It processes clinical...
AI-for-Healthcare-Project-using-NVIDIA-Jetson-Nano-2GB-Developer-kit
This project uses Deep learning concept in detection of Various Deadly diseases. It can Detect 1) Lung Cancer 2) Covid-19 3)Tuberculosis 4) Pneumonia. It uses...
AI-for-healthcare
The impact of Artificial Intelligence in improving healthcare facilities is increasing significantly. This repository provides implementation of different Deep Learning and Machine Learning techniques used...
Advanced AI Curriculum
An educational data science repository containing advanced capstone projects focused on healthcare machine learning. It includes implementations of Convolutional Neural Networks for pneumonia detection from...
All of Us Research Program
The All of Us Research Program is a historic effort by the National Institutes of Health (NIH) to collect and study data from one million...
Artificial Intelligence Deep Learning Machine Learning Tutorials
An extensive compendium of machine learning and deep learning tutorials, including specific applications in medicine and healthcare. This repository provides foundational Python notebooks that developers...
Awesome AI Agents for Healthcare
A curated collection of research papers, projects, and resources related to the application of Agentic AI in healthcare. It provides a comprehensive ecosystem mapping of...
BraTS (Brain Tumor Segmentation)
The Brain Tumor Segmentation (BraTS) dataset is a cornerstone resource for medical image analysis, focusing on the evaluation of state-of-the-art methods for the segmentation of...
Cervical Cancer Risk Classification
This dataset contains demographic information, habits, and historic medical records for a set of patients at the Hospital Universitario de Caracas. Key Capabilities Risk Factor...
CheXpert
CheXpert is a large public dataset for chest radiograph interpretation, consisting of 224,316 chest radiographs of 65,240 patients collected from Stanford Hospital. Key Features Scale:...
ClinGen
[ACL 2024 Findings] This is the code for our paper βKnowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Modelsβ. solving core...
ClinVar
ClinVar is a freely accessible, public archive of reports of the relationships among human variations and phenotypes, with supporting evidence. It is hosted by the...
DCAN
Dilated Convolutional Attention Network for Medical Code Assignment from Clinical Text, ClinicalNLP workshop at EMNLP 2020 solving core medical data engineering challenges. It processes clinical...
DeepCareX
DeepCareX is an AI-powered healthcare system leveraging machine learning models for intelligent health insights solving core medical data engineering challenges. It processes clinical data inputs...
Ensembl
Ensembl is a comprehensive, integrated genomic database and genome browser project managed by the European Bioinformatics Institute (EMBL-EBI). It provides automated annotation of the human...
Facial-Expression-Recognition-FER-for-Mental-Health-Detection-
Facial Expression Recognition (FER) for Mental Health Detection applies AI models like Swin Transformer, CNN, and ViT for detecting emotions linked to anxiety, depression, PTSD,...
ForteHealth
The project is in the incubation stage and still under development. ForteHealth is a flexible and powerful ML workflow builder for biomedical and clinical scenarios....
GraphCare
[ICLRβ24] Enhancing Healthcare Predictions with Personalized Knowledge Graphs solving core medical data engineering challenges. It processes clinical data inputs natively through its core repository architectures....
HealifyAI--LLM-based-Healthcare-System
Leverages extensive power of multiple Machine Learning algorithms & LLM to provide in-depth answers to medical queries and predicts condition/diseases based on patient symptoms solving...
ISIC 2019
The International Skin Imaging Collaboration (ISIC) 2019 challenge dataset contains thousands of dermoscopic images of skin lesions for the automated diagnosis of melanoma from dermoscopic...
LIDC-IDRI
The Lung Image Database Consortium image collection (LIDC-IDRI) consists of diagnostic and lung cancer screening thoracic computed tomography (CT) scans with marked-up annotated lesions. Key...
Lightweight-Clinical-Transformers
This project develops compact transformer models tailored for clinical text analysis, balancing efficiency and performance for healthcare NLP tasks. solving core medical data engineering challenges....
LungGuardianAI-pneumonia_detection_from_chest_xrays_with_transfer_learning
State-of-the-Art Pneumonia detection from chest X-rays system using EfficientNetV2 + FPN + Faster R-CNN. Features Focal Loss, Weighted Box Fusion, Mosaic Augmentation & StratifiedGroupKFold. Built...
MIMIC-CXR
MIMIC-CXR (Medical Information Mart for Intensive Care, Chest X-Ray) is a large publicly available dataset of chest radiographs with free-text radiology reports. Key Capabilities Multimodal...
MIMIC-III
MIMIC-III (Medical Information Mart for Intensive Care) is a large, freely-available database comprising de-identified health-related data associated with over forty thousand patients who stayed in...
MIMIC-IV
MIMIC-IV (Medical Information Mart for Intensive Care) is a large, freely-available database comprising de-identified health-related data associated with over forty thousand patients who stayed in...
MedChat-AI
MedChat AI is an open-source large language model (LLM) specifically designed for healthcare chat applications. It aims to provide accurate, reliable, and context-aware responses to...
MedNLI
MedNLI is a dataset annotated by doctors for Natural Language Inference (NLI) in the clinical domain. It is derived from the clinical notes in MIMIC-III....
MedTagger
MedTagger is a light weight clinical NLP system built upon Apache UIMA. solving core medical data engineering challenges. It processes clinical data inputs natively through...
MediBeng-Whisper-Tiny
MediBeng Whisper Tiny improves doctor-patient transcription by training the Whisper Tiny model to translate mixed Bengali-English speech into English, making it easier for analysis, record-keeping,...
MediScan
MediScan: AI-powered bone fracture detection system achieving 99.8% accuracy through deep learning. Features real-time X-ray analysis, transparent Grad-CAM visualizations, and clinical integration tools. Built with...
Medical-AGI
LLM powered AI multi agent platform that coordinate global to individual health through scaling each layer of healthcare solving core medical data engineering challenges. It...
Medical-Healthcare-3D-Imaging-AI
:hospital: :eye_speech_bubble: Medical Healthcare AI Robotic Surgery Automated Brain Tumour Segmentation Skin Cancer Lesion Detection & Segmentation (Melonama Recognition) Lung Cancer detection (Chest CT Scan)...
MedicalModelLibrary
A collection of AI models tailored for healthcare applications. solving core medical data engineering challenges. It processes clinical data inputs natively through its core repository...
MultiCaRe_Dataset
Open-source multimodal dataset: 98K+ clinical cases & 139K+ medical images from PubMed Central solving core medical data engineering challenges. It processes clinical data inputs natively...
NIH Chest X-ray Dataset
The NIH Chest X-ray dataset comprises 112,120 frontal-view X-ray images of 30,805 unique patients with text-mined disease labels from the associated radiological reports. Key Features...
NeuroCloak
Real-time AI governance platform implementing a Cognitive Digital Twin framework. Monitors AI decisions, traces reasoning steps, detects bias, and generates cognitive audit reports across healthcare,...
OASIS (Open Access Series of Imaging Studies)
The Open Access Series of Imaging Studies (OASIS) is a project aimed at making MRI data sets of the brain freely available to the scientific...
Open Targets
Open Targets is a comprehensive, open-source platform that integrates human genetics and genomics data for systematic drug target identification and prioritization. Key Capabilities Target-Disease Associations:...
PhysicianBench
The benchmark tasks and evaluation harness for βPhysicianBench: Evaluating LLM Agents in Real-World EHR Environmentsβ. solving core medical data engineering challenges. It processes clinical data...
PhysioNet
PhysioNet is a massive repository of freely-available medical research data, managed by the MIT Laboratory for Computational Physiology. It hosts collections of recorded physiologic signals...
PhysioNet 2012 Mortality Prediction
The PhysioNet/Computing in Cardiology Challenge 2012 dataset focuses on predicting the mortality of ICU patients. It contains data for 12,000 ICU stays, including general descriptors...
Prior-Authorization-Multi-Agent-Solution-Accelerator
Payer-side AI-assisted prior authorization review using Microsoft Agent Framework with four Foundry Hosted Agents (Compliance, Clinical, Coverage, Synthesis). Gate-based decision rubric, MCP healthcare data access,...
SMM4H (Social Media Mining for Health)
The Social Media Mining for Health (SMM4H) dataset is a collection of annotated tweets designed for natural language processing tasks in healthcare, particularly pharmacovigilance and...
Symptom-Based-Disease-Prediction-Chatbot-Using-NLP
A cutting-edge AI-powered health diagnosis chatbot that leverages machine learning to interpret symptoms and predict potential medical conditions. Designed to improve healthcare accessibility, this chatbot...
Synthea
Synthea is an open-source synthetic patient population simulator. It generates realistic, but not real, patient data and medical records across a patientβs entire lifecycle and...
TREAT-AD
The TREAT-AD (Target Enablement to Accelerate Therapy Development for Alzheimerβs Disease) dataset is an open-science platform providing extensive multi-omics data, target enabling resources, and bioinformatics...
The Cancer Genome Atlas (TCGA)
The Cancer Genome Atlas (TCGA) is a landmark cancer genomics program that molecularly characterized over 20,000 primary cancer and matched normal samples spanning 33 cancer...
UK Biobank
The UK Biobank is a large-scale biomedical database and research resource, containing in-depth genetic and health information from half a million UK participants. Key Capabilities...
UK Biobank
The UK Biobank is a large-scale biomedical database and research resource, containing in-depth genetic and health information from half a million UK participants. Key Capabilities...
UniMedVL
Official implementation of βUniMedVL: Unifying Medical Multimodal Understanding and Generation through Observation-Knowledge-Analysisβ - A unified medical vision-language model that integrates multimodal understanding and generation capabilities....
awesome-healthcare-ai
A curated list of awesome open source healthcare tools, algorithms, datasets and research papers. solving core medical data engineering challenges. It processes clinical data inputs...
awesome-healthcare-datasets
Healthcare and biomedical datasets, for AI/ML solving core medical data engineering challenges. It processes clinical data inputs natively through its core repository architectures. Developers can...
awesome-healthmetrics
A curated list of awesome resources at the intersection of healthcare and AI solving core medical data engineering challenges. It processes clinical data inputs natively...
chi-bench
Ξ§-Bench: Can AI Agents Automate End-to-End, Long-Horizon, Policy-Rich Healthcare Workflows? solving core medical data engineering challenges. It processes clinical data inputs natively through its core...
cnlp_transformers
Transformers for Clinical NLP solving core medical data engineering challenges. It processes clinical data inputs natively through its core repository architectures. Developers can implement and...
ctakes
Apache cTAKES is a Natural Language Processing (NLP) platform for clinical text. solving core medical data engineering challenges. It processes clinical data inputs natively through...
dutch-medical-concepts
Instructions and code to create for a table of UMLS, SNOMED or HPO concepts containing Dutch medical names, usable in named entity recognition and linking...
eICU-CRD
The eICU Collaborative Research Database (eICU-CRD) is a large multi-center critical care database made available by Philips Healthcare in partnership with the MIT Laboratory for...
ehrsql-2024
Clinical NLP Shared Task @ NAACLβ24 solving core medical data engineering challenges. It processes clinical data inputs natively through its core repository architectures. Developers can...
ensemble
Ensembles of NLP Tools for Data Element Extraction from Clinical Notes solving core medical data engineering challenges. It processes clinical data inputs natively through its...
evaluating-eeg-representations
Resources for the paper titled βEvaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution Shiftsβ. Accepted at NeurIPS 2022. solving core medical...
gnomAD
The Genome Aggregation Database (gnomAD) is a resource developed by an international coalition of investigators, with the goal of aggregating and harmonizing both exome and...
healthcare-agents
Portable prompt and SKILL.md pack with 51 specialist AI agents for US healthcare administration workflows. solving core medical data engineering challenges. It processes clinical data...
healthcare-ai-model-evaluator
Healthcare AI Model Evaluator (HAIME) empowers healthcare organizations to independently evaluate and customize AI solutions, addressing challenges of transparency, clinical relevance, and real-world impact. By...
m3
π₯π€ Query MIMIC-IV medical data using natural language through Model Context Protocol (MCP). Transform healthcare research with AI-powered database interactions - supports both local MIMIC-IV...