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’ 476 β’ 137Note Dataset of patient case reports from PubMed Central.
epfl-llm/guidelines
Viewer β’ Updated β’ 38k β’ 1.31k β’ 141Note Dataset of clinical guidelines from different international sources.
Ahren09/XLingHealth
Viewer β’ Updated β’ 16k β’ 16 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’ 71 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’ 1.24k β’ 101Note Dataset of synthetically-generated clinical notes.
akemiH/NoteChat
Viewer β’ Updated β’ 207k β’ 263 β’ 25Note Dataset of synthetically-generated doctor-patient dialogue.
meta-llama/Llama-2-70b-chat-hf
Text Generation β’ 69B β’ Updated β’ 10.9k β’ 2.2kNote Highest performing general chat-optimized open-access LLM.
epfl-llm/meditron-70b
Text Generation β’ 69B β’ Updated β’ 637 β’ 257Note Highest performing domain-adapted open-access LLM (not chat-optimized).
emilyalsentzer/Bio_ClinicalBERT
Fill-Mask β’ Updated β’ 3.98M β’ β’ 402Note Encoder for clinical notes.
ncbi/MedCPT-Query-Encoder
Feature Extraction β’ 0.1B β’ Updated β’ 203k β’ β’ 49Note Encoder for PubMed queries by the NCBI. They also have an article encoder.
microsoft/llava-med-7b-delta
Text Generation β’ Updated β’ 304 β’ 71Note Vision-language model domain-adapted for medicine.
HuggingFaceH4/zephyr-7b-beta
Text Generation β’ 7B β’ Updated β’ 194k β’ β’ 1.82kNote Strong general 7B chat-optimized LLM.
Medical Note Deidentification
π39De-identify medical notes by removing private information
Note Demo for medical note de-identification algorithm.
Compare Biomedical LLMs
π₯16Note Demo for comparing outputs of generative biomedical LMs.
Explore Clinical & Biomedical Language Models
πΊ97Note Larger curated list of clinical and biomedical LMs.