lemuria-wchen/imcs21
Code and dataset for our Bioinformatics 2022 paper: "A Benchmark for Automatic Medical Consultation System: Frameworks, Tasks and Datasets"
This project provides a comprehensive benchmark dataset called IMCS-21, featuring 4,116 annotated medical consultation records for 10 pediatric diseases. It helps researchers and developers evaluate and compare automated medical consultation systems by providing a standard input (patient dialogue data) and expected outputs (diagnoses, recommended treatments, etc.). It's ideal for anyone building or improving AI models that mimic doctor-patient interactions.
No commits in the last 6 months.
Use this if you are developing or evaluating automated systems designed to assist with medical consultations, particularly in pediatrics.
Not ideal if you are looking for a ready-to-use, deployable medical consultation system rather than a dataset and framework for research and development.
Stars
63
Forks
13
Language
Python
License
—
Category
Last pushed
Dec 24, 2022
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/nlp/lemuria-wchen/imcs21"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
medspacy/medspacy
Library for clinical NLP with spaCy.
jamesmullenbach/caml-mimic
multilabel classification of EHR notes
ncbi-nlp/NegBio
:newspaper: High-performance tool for negation and uncertainty detection in radiology reports
bionlplab/radtext
Python Radiology Text Analysis System
ClarityNLP/ClarityNLP
An NLP framework for clinical phenotyping. Docker | Python | Solr | OMOP....