Discovering Associations between Social Determinants and Health Outcomes: Merging Knowledge Graphs from Literature and Electronic Health Data
- Yoonyoung Park
- Natasha Mulligan
- et al.
- 2021
- AMIA Annual Symposium 2021
Publications
This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.
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Year
9 results for Natasha Mulligan
Literature Knowledge Graphs for Risk Modeling: a use case on Diabetes
- 2022
- AMIA Annual Symposium 2022
Encoding Health Records into Pathway Representations for Deep Learning
- 2021
- EFMI STC 2021
Social Determinant Trends of COVID-19: an analysis using Knowledge Graphs from Published Evidence and Online Trends
- Martin Gleize
- Natasha Mulligan
- et al.
- 2021
- MIE 2021
Deep EHR Spotlight: a Framework and Mechanism to Highlight Events in Electronic Health Records for Explainable Predictions
- Thanh Nguyen
- Natasha Mulligan
- et al.
- 2021
- AMIA Informatics Summit 2021
Exploring the Social Drivers of Health during a Pandemic: Leveraging Knowledge Graphs and Population Trends in COVID-19
- 2020
- EFMI STC 2020
Discovering new Social Determinants of Health concepts from Unstructured Data: Framework and Evaluation
- 2020
- MIE 2020
Bridging Clinical and Social Determinants of Health Using Unstructured Data
- 2018
- EFMI STC 2018
Combining digital trends and scientific literature: a case study on Social Determinants of COVID-19
- Joao Bettencourt-Silva
- Conor Cullen
- et al.
- 2021
- EPHC 2021