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2020 – today
- 2024
[i3]Christos Theodoropoulos, Natasha Mulligan, Joao H. Bettencourt-Silva:
Evaluating the Predictive Features of Person-Centric Knowledge Graph Embeddings: Unfolding Ablation Studies. CoRR abs/2408.15294 (2024)- 2023
- [c8]Alberto Purpura, Tobia Boschi, Francesca Bonin, Rodrigo Ordonez-Hurtado, Natasha Mulligan, Joao H. Bettencourt-Silva, Alessandra Pascale:
Automated Feature Selection from Medical Literature. MedInfo 2023: 1436-1437 - [i2]Christos Theodoropoulos
, Natasha Mulligan, Thaddeus S. Stappenbeck, Joao H. Bettencourt-Silva:
Representation Learning for Person or Entity-centric Knowledge Graphs: An application in Healthcare. CoRR abs/2305.05640 (2023) - 2021
- [c7]Yoonyoung Park, Natasha Mulligan, Martin Gleize, Morten Kristiansen, Joao H. Bettencourt-Silva:
Discovering Associations between Social Determinants and Health Outcomes: Merging Knowledge Graphs from Literature and Electronic Health Data. AMIA 2021 - [c6]Marco Luca Sbodio, Natasha Mulligan, Stefanie Speichert, Vanessa López, Joao H. Bettencourt-Silva:
Encoding Health Records into Pathway Representations for Deep Learning. EFMI-STC 2021: 8-12 - [c5]Martin Gleize, Natasha Mulligan, Alessandro Di Bari, Joao H. Bettencourt-Silva:
Social Determinant Trends of COVID-19: An Analysis Using Knowledge Graphs from Published Evidence and Online Trends. MIE 2021: 744-748 - [i1]Thanh Nguyen-Duc, Natasha Mulligan, Gurdeep S. Mannu, Joao H. Bettencourt-Silva:
Deep EHR Spotlight: a Framework and Mechanism to Highlight Events in Electronic Health Records for Explainable Predictions. CoRR abs/2103.14161 (2021) - 2020
- [c4]Joao H. Bettencourt-Silva, Natasha Mulligan, Charles Jochim, Nagesh Yadav, Walter Sedlazek, Vanessa López, Martin Gleize:
Exploring the Social Drivers of Health During a Pandemic: Leveraging Knowledge Graphs and Population Trends in COVID-19. EFMI-STC 2020: 6-11
2010 – 2019
- 2018
- [c3]Joao H. Bettencourt-Silva, Natasha Mulligan, Conor Cullen, Spyros Kotoulas:
Bridging Clinical and Social Determinants of Health Using Unstructured Data. EFMI-STC 2018: 70-74 - 2017
- [c2]Vanessa López, Joao H. Bettencourt-Silva, Grace McCarthy, Natasha Mulligan, Fabrizio Cucci, Stéphane Deparis, Marco Luca Sbodio, Pierpaolo Tommasi, John Segrave-Daly, Conor Cullen, Ciaran Hennessy, Beth McKeon, Karie Kelly, Russell Olsen, John Dinsmore, Anne-Marie Brady, Nagesh Yadav, Spyros Kotoulas:
Note Highlights: Surfacing Relevant Concepts from Unstructured Notes for Health Professionals. ICHI 2017: 198-207 - [c1]Vanessa López, Grace McCarthy, Joao H. Bettencourt-Silva, Marco Luca Sbodio, Natasha Mulligan, Fabrizio Cucci, Stéphane Deparis, Ciaran Hennessy, Nagesh Yadav, Karie Kelly, Russell Olsen, Conor Cullen, Spyros Kotoulas:
Using Semantic Technologies to Extract Highlights from Care Notes. MedInfo 2017: 1331
Coauthor Index
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