Representation Learning for Person or Entity-centric Knowledge Graphs: an application in Healthcare
- Christos Theodoropoulos
- Natasha Mulligan
- et al.
- 2023
- K-CAP 2023
Publications
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20 results for Natasha Mulligan
Encoding Health Records into Pathway Representations for Deep Learning
- 2021
- EFMI STC 2021
Evaluating the Predictive Features of Person-Centric Knowledge Graph Embeddings: Unfolding Ablation Studies
- Christos Theodoropoulos
- Natasha Mulligan
- et al.
- 2024
- MIE 2024
Automatic Mapping of Terminology Items with Transformers
- Alberto Purpura
- Joao Bettencourt-Silva
- et al.
- 2023
- AMIA Annual Symposium 2023
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
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