A novel medical large language model family with 13/70B parameters, which have SOTA performances on various medical tasks

Clinical XLNet: Modeling Sequential Clinical Notes and Predicting Prolonged Mechanical Ventilation

[ACL 2024 Findings] This is the code for our paper "Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models".

Multitask Learning with Pretrained Transformers

Fact Verification for Clinical Notes with LLMs

The project is in the incubation stage and still under development. ForteHealth is a flexible and powerful ML workflow builder for biomedical and clinical scenarios. This is part of the CASL project: http://casl-project.ai/

Dilated Convolutional Attention Network for Medical Code Assignment from Clinical Text, ClinicalNLP workshop at EMNLP 2020

Official repo for "Characterizing Stigmatizing Language in Medical Records" (ACL 2023)

Estimate sentiment in clinical notes via keywords or deep learning models

Medical-QA-Chatbot-Using-PySpur-RAG-and-LLMs

MedNLI Is Not Immune: Natural Language Inference Artifacts in the Clinical Domain (ACL-IJCNLP '21)

Developing a system to match eligible patients to ongoing clinical trials using Vector Embeddings and LLMs!

Train, and fine-tune transformer models on huggingface for tasks involving electronic health records (EHR) and laboratory data

SpaCy component for modifying the string of a doc before tokenizing.

A sectioning tool for clinical notes using fine-tuned LLMs

Early Prediction of Sepsis using Time Seiries Forecasting (Published at 2023 IEEE AI4Health)

Off-the-Shelf Ensemble Systems

End-to-end agentic ACR decision system using RL and GRPO

Mediscan-IQ is a new developed tool to de-identify clinical text, summarize findings, and tag case risk (low / moderate / high) — via CLI, REST API, or Streamlit.

Medical Entities Recognition