Educational Resources for Medical LLMs
Curated medical LLM datasets and models for use in curricular content, particularly for medical professionals (e.g. medical students).
Updated β’ 431 β’ 116Note Dataset of patient case reports from PubMed Central.
epfl-llm/guidelines
Viewer β’ Updated β’ 38k β’ 1.61k β’ 123Note Dataset of clinical guidelines from different international sources.
Ahren09/XLingHealth
Viewer β’ Updated β’ 16k β’ 26 β’ 3Note Dataset of multilingual (English, Spanish, Hindi, Chinese) health queries and answers from patients.
medalpaca/medical_meadow_usmle_self_assessment
Preview β’ Updated β’ 94 β’ 4Note USMLE Self-Assessments for Steps 1, 2, and 3 (released in 2022).
starmpcc/Asclepius-Synthetic-Clinical-Notes
Viewer β’ Updated β’ 158k β’ 579 β’ 81Note Dataset of synthetically-generated clinical notes.
akemiH/NoteChat
Viewer β’ Updated β’ 207k β’ 386 β’ 21Note Dataset of synthetically-generated doctor-patient dialogue.
meta-llama/Llama-2-70b-chat-hf
Text Generation β’ Updated β’ 34.1k β’ β’ 2.18kNote Highest performing general chat-optimized open-access LLM.
epfl-llm/meditron-70b
Text Generation β’ Updated β’ 2.31k β’ 234Note Highest performing domain-adapted open-access LLM (not chat-optimized).
emilyalsentzer/Bio_ClinicalBERT
Fill-Mask β’ Updated β’ 5.52M β’ β’ 315Note Encoder for clinical notes.
ncbi/MedCPT-Query-Encoder
Feature Extraction β’ Updated β’ 102k β’ β’ 38Note Encoder for PubMed queries by the NCBI. They also have an article encoder.
microsoft/llava-med-7b-delta
Text Generation β’ Updated β’ 150 β’ 67Note Vision-language model domain-adapted for medicine.
HuggingFaceH4/zephyr-7b-beta
Text Generation β’ Updated β’ 597k β’ β’ 1.66kNote Strong general 7B chat-optimized LLM.
37Medical Note Deidentification
πRemove private health information from medical texts
Note Demo for medical note de-identification algorithm.
16Compare Biomedical LLMs
π₯Note Demo for comparing outputs of generative biomedical LMs.
97Explore Clinical & Biomedical Language Models
πΊNote Larger curated list of clinical and biomedical LMs.