Off-the-Shelf Ensemble Systems
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Updated
Aug 19, 2022 - Python
Off-the-Shelf Ensemble Systems
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)
SpaCy component for modifying the string of a doc before tokenizing.
Early Prediction of Sepsis using Time Seiries Forecasting (Published at 2023 IEEE AI4Health)
Estimate sentiment in clinical notes via keywords or deep learning models
Official repo for "Characterizing Stigmatizing Language in Medical Records" (ACL 2023)
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
[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
Clinical XLNet: Modeling Sequential Clinical Notes and Predicting Prolonged Mechanical Ventilation
A novel medical large language model family with 13/70B parameters, which have SOTA performances on various medical tasks
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