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 9 clinical text classification models tracked. The highest-rated is john-osborne-j/quantized-clinicalbert at 31/100 with 4 stars.

Get all 9 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...	31	Emerging	4	Python
2	Comrade-1729/lex-brief-ai Safety-first legal NLP system with hierarchical long-document processing,...	24	Experimental	1	Python
3	A-SHOJAEI/legal-clause-risk-scorer A contract clause risk assessment system using DeBERTa-v3-base multi-task...	21	Experimental	—	Python
4	keanteng/wqd7005-project Harnessing AI and Language Models for Predictive Modeling of Patient Health...	18	Experimental	1	Jupyter Notebook
5	monajm36/nlp-ohca-classifier BERT-based classifier for detecting Out-of-Hospital Cardiac Arrest (OHCA)...	18	Experimental	1	Python
6	Shreya831/AI-Medical-Symptom-Checker-SLM AI-powered medical symptom checker using DistilBERT (Small Language Model)...	14	Experimental	—	Jupyter Notebook
7	styfeng/CHARD Code for CHARD: Clinical Health-Aware Reasoning Across Dimensions for Text...	13	Experimental	3	Python
8	lokesh9899/Mortality-Risk-Readmission-Prediction-NLP-Clinical-Bert-LLM AI-powered prediction of in-hospital mortality and 30-day readmission using...	10	Experimental	1	Jupyter Notebook
9	DurdeuVlad/Identify-the-author Authorship attribution model built for an internal ML competition at Endava....	10	Experimental	1	Python