Educational Resources for Medical LLMs
Curated medical LLM datasets and models for use in curricular content, particularly for medical professionals (e.g. medical students).
Viewer β’ Updated β’ 439 β’ 90Note Dataset of patient case reports from PubMed Central.
epfl-llm/guidelines
Viewer β’ Updated β’ 972 β’ 88Note Dataset of clinical guidelines from different international sources.
Ahren09/XLingHealth
Viewer β’ Updated β’ 2Note Dataset of multilingual (English, Spanish, Hindi, Chinese) health queries and answers from patients.
medalpaca/medical_meadow_usmle_self_assessment
Preview β’ Updated β’ 11 β’ 4Note USMLE Self-Assessments for Steps 1, 2, and 3 (released in 2022).
starmpcc/Asclepius-Synthetic-Clinical-Notes
Viewer β’ Updated β’ 265 β’ 49Note Dataset of synthetically-generated clinical notes.
akemiH/NoteChat
Viewer β’ Updated β’ 116 β’ 11Note Dataset of synthetically-generated doctor-patient dialogue.
meta-llama/Llama-2-70b-chat-hf
Text Generation β’ Updated β’ 131k β’ 2.11kNote Highest performing general chat-optimized open-access LLM.
epfl-llm/meditron-70b
Text Generation β’ Updated β’ 648 β’ 195Note Highest performing domain-adapted open-access LLM (not chat-optimized).
emilyalsentzer/Bio_ClinicalBERT
Fill-Mask β’ Updated β’ 932k β’ 235Note Encoder for clinical notes.
ncbi/MedCPT-Query-Encoder
Feature Extraction β’ Updated β’ 13.7k β’ 12Note Encoder for PubMed queries by the NCBI. They also have an article encoder.
microsoft/llava-med-7b-delta
Text Generation β’ Updated β’ 273 β’ 53Note Vision-language model domain-adapted for medicine.
HuggingFaceH4/zephyr-7b-beta
Text Generation β’ Updated β’ 321k β’ 1.46kNote Strong general 7B chat-optimized LLM.
Running28πMedical Note Deidentification
Note Demo for medical note de-identification algorithm.
Runtime error17π₯Compare Biomedical LLMs
Note Demo for comparing outputs of generative biomedical LMs.
Running98πΊοΈExplore Clinical & Biomedical Language Models
Note Larger curated list of clinical and biomedical LMs.