Medical AI/ML Models Repository
This repository curates AI/ML models (open-source & closed-source) for medical applications, providing a centralized resource for collaboration and innovation in healthcare. Here are additional repositories you may find useful: Datasets Repository | Standards Repository
Open Source Medical Models
LLMs (Large Language Models)
Model Name
Description
Link
Use Cases
ClinicalBERT
A Pretrained Model on a large corpus of 1.2B words of diverse diseases.
ClinicalBERT
Medical question-answering (QA) tasks
LLaVA-Med
A large language and vision model trained using a curriculum learning method for adapting LLaVA to the biomedical domain.
microsoft/llava-med-v1.5-mistral-7b
Medical question-answering (QA) tasks
BioMistral-7B
A Collection of Open-Source Pretrained Large Language Models for Medical Domains.
BioMistral
Medical question-answering (QA) tasks
BioGPT
A generative pre-trained transformer model for biomedical text generation.
BioGPT
Biomedical text generation, NLP
BioBERT
A pre-trained biomedical language representation model.
BioBERT
Biomedical text mining, NLP tasks
ClinicalBERT
BERT model fine-tuned on clinical notes.
ClinicalBERT
Clinical text analysis, EHR data
SciBERT
A BERT-based model trained on scientific text.
SciBERT
Scientific literature analysis
BlueBERT
BERT-based model trained on PubMed abstracts and MIMIC-III clinical notes.
BlueBERT
Biomedical research, clinical notes
Model Name
Description
Link
Use Cases
Vision Transformer
A deep learning model for classification & segmentation on imaging data .
Vision Transformer
Radiology, Pathology
CheXbert
Automatic Labelers and Expert Annotations.
CheXbert
radiology
UNet
A convolutional neural network for biomedical image segmentation.
UNet
Biomedical image segmentation
nnU-Net
A self-configuring method for biomedical image segmentation.
nnU-Net
Biomedical image segmentation
Model Name
Description
Link
Use Cases
MedNLI
Natural language inference dataset for the clinical domain.
MedNLI
Clinical decision support, NLP
Med3D
Pre-trained 3D medical image analysis model.
Med3D
3D medical image analysis
Model Name
Description
Link
Use Cases
COVID-Net
A deep learning model for detecting COVID-19 from chest X-ray images.
COVID-Net
COVID-19 detection, radiology
Name
Description
Link
MONAI
PyTorch-based framework with multiple models for end-to-end workflow.
MONAI
PyHealth
Desinged for ML researchers and medical practitioners to build, test, and validate healthcare AI applications.
PyHealth
Closed Source Medical Models
LLMs (Large Language Models)
Model Name
Description
Link
Use Cases
IBM Watson for Oncology
AI model for assisting oncologists in treatment decision-making
IBM Watson for Oncology
Oncology decision support, treatment planning
Model Name
Description
Link
Use Cases
AI for Breast Cancer
AI model for improving breast cancer screening accuracy
Google AI for Breast Cancer
Breast cancer screening, diagnostics
AI for Diabetic Retinopathy
Detects diabetic retinopathy and diabetic macular edema
Google AI for Diabetic Retinopathy
Diabetic retinopathy screening, ophthalmology
Sepsis Prediction Algorithm
Early warning system for sepsis in ICU patients
Johns Hopkins Sepsis Prediction
Sepsis detection, ICU management
COVID-19 Severity Prediction
AI models for predicting COVID-19 severity
Johns Hopkins COVID-19 Prediction
COVID-19 patient management, severity prediction
InnerEye
AI for medical imaging, including radiotherapy and image analysis
Microsoft InnerEye
Radiotherapy planning, medical imaging analysis
PathAI
Models for pathology image analysis, including cancer detection
PathAI
Pathology diagnostics, cancer detection
RAD AI
AI-powered assistants for radiologists
RAD AI
Radiology assistance, diagnostics
Butterfly iQ+
Handheld ultrasound device with integrated AI for diagnostics
Butterfly iQ+
Point-of-care diagnostics, ultrasound imaging
Name
Description
Link
NVIDIA Clara
NVIDIA Clara for healthcare and life sciences, from imaging and instruments to genomics and drug discovery.
NVIDIA Clara
Artificial Intelligence and Machine Learning (AI/ML)-Enabled Medical Devices
Open Medical-LLM Leaderboard
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Your contributions are invaluable, and together, we can build a healthier future through innovation and excellence in medical AI/ML!