Vocabulary-based detection of fall events in Dutch clinical notes.
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Updated
Dec 10, 2020 - Python
Vocabulary-based detection of fall events in Dutch clinical notes.
MedNLI Is Not Immune: Natural Language Inference Artifacts in the Clinical Domain (ACL-IJCNLP '21)
The VisualPT Seed - Capture, Analysis & Documentation iOS App 🚶♂️🚶♀️
Uses Whisper AI to transcribe and process audio files, with the output being useful to psychotherapists.
The association of demographic factors with negative descriptors in medical text
The deployment of Artificial Intelligence for the understanding of common text-based tasks in the healthcare sector is key to extraordinary advancement. Electronic Health Records (EHR) are stored in the health care system in an unstructured and categorically distributed way. We have a ICD-9 Labeled data which is being used to find attention on c…
Clinical Note Processing Pipeline Driver and Framework
Research Practical and Master Thesis topic for the University of Luxembourg. Natural language processing pipeline to extract HPO terms from clinical notes or EHR, annotate genes and diseases to the extracted terms and prioritize them by their frequency.
Code and Datasets for the paper "TransICD: Transformer Based Code-wise Attention Model for Explainable ICD Coding", accepted by AIME 2021.
Abbreviation disambiguation (AD) in clinical notes using concept embedding model (Marta Skreta) and convolutional neural network baseline (Jacob Kelly).
GPTNERMED is a language model-generated, synthetic dataset and an open neural NER model for medical entities designed for German data.
Repository of FHIR and annotation resources used to benchmark NLP Sandbox tools
Estimate sentiment in clinical notes via keywords or deep learning models
A Multimodal Transformer: Fusing Clinical Notes With Structured EHR Data for Interpretable In-Hospital Mortality Prediction
A new approach to extract clinical summaries from discharge notes
GERNERMED++ is a transfer-learning-based open neural NER model for medical entities designed for German data.
A tool for automatically labelling discharge summaries into disease categories.
Charlson Comorbidity Index Regression using Clinical Notes
An AI, Machine Learning and Blockchain based healthcare ecosystem that predicts health outcome, divulges users' and environmental health risk; mitigates illicit drug use.
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