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clinical-nlp

Here are 14 public repositories matching this topic...

BIDS-Xu-Lab / Me-LLaMA

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

llama medical-application biomedical-text-mining clinical-nlp medical- medical-question-answering gpt-4 large-language-models llm chatgpt biomedical-nlp llama2 medical-large-language-models

Updated Jun 24, 2024
Python

lindvalllab / clinicalXLNet

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

clinical-nlp xlnet pmv-prediction

Updated Aug 12, 2021
Python

NLPatVCU / multitasking_transformers

Multitask Learning with Pretrained Transformers

deep-learning bert multi-task-learning clinical-nlp

Updated Mar 20, 2021
Python

ritaranx / ClinGen

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

medical clinical-nlp synthetic-data-generation llm large-language-model mednli

Updated Jun 23, 2024
Python

shaoxiongji / DCAN

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

deep-neural-networks clinical-nlp icd-coding

Updated Aug 19, 2021
Python

asyml / ForteHealth

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/

python machine-learning natural-language-processing information-retrieval deep-learning natural-language data-processing biomedical-named-entity-recognition clinical-text-processing clinical-nlp

Updated Mar 22, 2023
Python

kharrigian / ehr-stigma

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

ehr pretrained-models bias medical-records stigma clinical-nlp mimic-iv

Updated Jun 17, 2024
Python

ck37 / clinsent

Estimate sentiment in clinical notes via keywords or deep learning models

sentiment-analysis sentiment ehr clinical-notes clinical-nlp clinical-sentiment

Updated Sep 30, 2023
Python

crherlihy / clinical_nli_artifacts

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

clinical-notes mimic-iii natural-language-inference nlp-machine-learning clinical-nlp mednlp adversarial-filtering annotation-artifacts

Updated Aug 6, 2021
Python

JINHXu / Early-Sepsis-Prediction-using-TSF

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

nlp machine-learning deep-learning regression transformer clinical-research sepsis multimodal-learning time-series-forecasting clinical-nlp clinicalbert

Updated Dec 5, 2023
Python

medspacy / nlp_preprocessor

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

nlp pipeline spacy nlp-library clinical-nlp medspacy

Updated Oct 13, 2020
Python

sacredvoid / ai_clinical_trial

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

sqlite clinical-trials llama embedding-models clinical-trial-management-system clinical-nlp llm chromadb llama3-2

Updated Oct 13, 2024
Python

medspacy / nlp_postprocessor

A spaCy component for executing custom logic at the end of a pipeline.

nlp pipeline spacy nlp-library clinical-nlp medspacy

Updated Oct 13, 2020
Python

MUSC-TBIC / ots-ensemble-systems

Off-the-Shelf Ensemble Systems

nlp ensembles nlp-machine-learning ensemble-classifier clinical-nlp

Updated Aug 19, 2022
Python

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