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09/12/2023
Explainable Graph Neural Network for Alzheimer's Disease And Related Dementias Risk Prediction
Alzheimer's disease and related dementias (ADRD) ranks as the sixth lead...
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06/18/2023
Advancing Biomedicine with Graph Representation Learning: Recent Progress, Challenges, and Future Directions
Graph representation learning (GRL) has emerged as a pivotal field that ...
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03/21/2023
Application of an ontology for model cards to generate computable artifacts for linking machine learning information from biomedical research
Model card reports provide a transparent description of machine learning...
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12/04/2022
Systematic Design and Evaluation of Social Determinants of Health Ontology (SDoHO)
Social determinants of health (SDoH) have a significant impact on health...
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09/13/2021
Knowledge Graph-based Neurodegenerative Diseases and Diet Relationship Discovery
To date, there are no effective treatments for most neurodegenerative di...
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08/23/2021
Expressing and Executing Informed Consent Permissions Using SWRL: The All of Us Use Case
The informed consent process is a complicated procedure involving permis...
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08/04/2020
Semantic based model of Conceptual Work Products for formal verification of complex interactive systems
Many clinical workflows depend on interactive computer systems for highl...
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05/22/2020
Med-BERT: pre-trained contextualized embeddings on large-scale structured electronic health records for disease prediction
Deep learning (DL) based predictive models from electronic health record...
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01/07/2020
Examining Potential Usability and Health Beliefs Among Young Adults Using a Conversational Agent for HPV Vaccine Counseling
The human papillomavirus (HPV) vaccine is the most effective way to prev...
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07/06/2019
Exploring difference in public perceptions on HPV vaccine between gender groups from Twitter using deep learning
In this study, we proposed a convolutional neural network model for gend...
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07/06/2019
Mining Twitter to Assess the Determinants of Health Behavior towards Human Papillomavirus Vaccination in the United States
Objectives To test the feasibility of using Twitter data to assess deter...
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11/13/2018