Clinical Text Classification Transformer Models

Tools for classifying clinical text, medical records, and healthcare documents using transformer models to predict diseases, conditions, adverse events, and medical codes. Does NOT include general medical Q&A, drug interaction databases, or non-classification clinical NLP tasks.

There are 11 clinical text classification models tracked. The highest-rated is john-osborne-j/quantized-clinicalbert at 24/100 with 4 stars.

Get all 11 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=transformers&subcategory=clinical-text-classification&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Model	Score	Tier	Stars	Language
1	john-osborne-j/quantized-clinicalbert This repository contains a 4-bit quantized ClinicalBERT model for disease...	24	Experimental	4	Python
2	Asha-Gutlapalli/Drug-Recommendation-System-based-on-the-Condition-of-the-Patient-using-BERT Patients are recommended drugs based on their condition and reviews of the...	24	Experimental	2	Jupyter Notebook
3	SPerekrestova/pillchecker-api Medication interaction checker API (OpenMed + RxNorm + OpenFDA)	22	Experimental	—	Python
4	Comrade-1729/lex-brief-ai Safety-first legal NLP system with hierarchical long-document processing,...	20	Experimental	1	Python
5	A-SHOJAEI/legal-clause-risk-scorer A contract clause risk assessment system using DeBERTa-v3-base multi-task...	19	Experimental	—	Python
6	AidanColvin/medical-transcription-specialty-classification A containerized FastAPI backend that leverages language models to...	19	Experimental	—	Python
7	Miessa/medibert-medical-ai Advanced medical document analysis using BERT for disease classification,...	19	Experimental	—	Python
8	Shreya831/AI-Medical-Symptom-Checker-SLM AI-powered medical symptom checker using DistilBERT (Small Language Model)...	14	Experimental	—	Jupyter Notebook
9	keanteng/wqd7005-project Harnessing AI and Language Models for Predictive Modeling of Patient Health...	12	Experimental	1	Jupyter Notebook
10	monajm36/nlp-ohca-classifier BERT-based classifier for detecting Out-of-Hospital Cardiac Arrest (OHCA)...	12	Experimental	1	Python
11	vectominist/MedNLP Mandarin Medical Dialogue Analysis with Pytorch.	10	Experimental	1	Python