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08/16/2023
Challenges and Opportunities of Using Transformer-Based Multi-Task Learning in NLP Through ML Lifecycle: A Survey
The increasing adoption of natural language processing (NLP) models acro...
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12/13/2022
Foresight – Deep Generative Modelling of Patient Timelines using Electronic Health Records
Electronic Health Records (EHRs) hold detailed longitudinal information ...
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07/07/2021
MedGPT: Medical Concept Prediction from Clinical Narratives
The data available in Electronic Health Records (EHRs) provides the oppo...
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11/18/2020
A Knowledge Distillation Ensemble Framework for Predicting Short and Long-term Hospitalisation Outcomes from Electronic Health Records Data
The ability to perform accurate prognosis of patients is crucial for pro...
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10/02/2020
Multi-domain Clinical Natural Language Processing with MedCAT: the Medical Concept Annotation Toolkit
Electronic health records (EHR) contain large volumes of unstructured te...
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05/08/2020
Comparative Analysis of Text Classification Approaches in Electronic Health Records
Text classification tasks which aim at harvesting and/or organizing info...
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02/07/2020
Identifying physical health comorbidities in a cohort of individuals with severe mental illness: An application of SemEHR
Multimorbidity research in mental health services requires data from phy...
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12/18/2019
MedCAT – Medical Concept Annotation Tool
Biomedical documents such as Electronic Health Records (EHRs) contain a ...
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07/16/2019