Accelerating the Discovery of Semantic Associations from Medical Literature: Mining Relations Between Diseases and SymptomsAlberto PurpuraFrancesca Boninet al.2022EMNLP 2022
Literature Knowledge Graphs for Risk Modeling: a use case on DiabetesJoao Bettencourt-SilvaNatasha Mulliganet al.2022AMIA Annual Symposium 2022
Encoding Health Records into Pathway Representations for Deep LearningMarco Luca SbodioNatasha Mulliganet al.2021EFMI STC 2021
Combining digital trends and scientific literature: a case study on Social Determinants of COVID-19Joao Bettencourt-SilvaConor Cullenet al.2021EPHC 2021
Discovering Associations between Social Determinants and Health Outcomes: Merging Knowledge Graphs from Literature and Electronic Health DataYoonyoung ParkNatasha Mulliganet al.2021AMIA Annual Symposium 2021
Social Determinant Trends of COVID-19: an analysis using Knowledge Graphs from Published Evidence and Online TrendsMartin GleizeNatasha Mulliganet al.2021MIE 2021
Deep EHR Spotlight: a Framework and Mechanism to Highlight Events in Electronic Health Records for Explainable PredictionsThanh NguyenNatasha Mulliganet al.2021AMIA Informatics Summit 2021
Exploring the Social Drivers of Health during a Pandemic: Leveraging Knowledge Graphs and Population Trends in COVID-19Joao Bettencourt-SilvaNatasha Mulliganet al.2020EFMI STC 2020
Discovering new Social Determinants of Health concepts from Unstructured Data: Framework and EvaluationJoao Bettencourt-SilvaNatasha Mulliganet al.2020MIE 2020
An Extensible De-Identification Framework for Privacy Protection of Unstructured Health Information: Creating Sustainable Privacy InfrastructuresStefano BraghinJoao Bettencourt-Silvaet al.2019MEDINFO 2019