Clinical XLNet: Modeling Sequential Clinical Notes and Predicting Prolonged Mechanical Ventilation
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Updated
Aug 12, 2021 - Python
Clinical XLNet: Modeling Sequential Clinical Notes and Predicting Prolonged Mechanical Ventilation
Multitask Learning with Pretrained Transformers
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/
A novel medical large language model family with 13/70B parameters, which have SOTA performances on various medical tasks
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
SpaCy component for modifying the string of a doc before tokenizing.
[ACL 2024 Findings] This is the code for our paper "Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models".
Early Prediction of Sepsis using Time Seiries Forecasting (Published at 2023 IEEE AI4Health)
A spaCy component for executing custom logic at the end of a pipeline.
MedNLI Is Not Immune: Natural Language Inference Artifacts in the Clinical Domain (ACL-IJCNLP '21)
Off-the-Shelf Ensemble Systems
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