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08/16/2023
Label Propagation Techniques for Artifact Detection in Imbalanced Classes using Photoplethysmogram Signals
Photoplethysmogram (PPG) signals are widely used in healthcare for monit...
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03/22/2023
A Small-Scale Switch Transformer and NLP-based Model for Clinical Narratives Classification
In recent years, Transformer-based models such as the Switch Transformer...
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09/26/2022
Adaptation of Autoencoder for Sparsity Reduction From Clinical Notes Representation Learning
When dealing with clinical text classification on a small dataset recent...
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04/08/2021
Machine Learning Based on Natural Language Processing to Detect Cardiac Failure in Clinical Narratives
The purpose of the study presented herein is to develop a machine learni...
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04/08/2021
Detecting of a Patient's Condition From Clinical Narratives Using Natural Language Representation
This paper proposes a joint clinical natural language representation lea...
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10/23/2018