Natasha Mulligan

According to our database, Natasha Mulligan authored at least 11 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Evaluating the Predictive Features of Person-Centric Knowledge Graph Embeddings: Unfolding Ablation Studies.

Christos Theodoropoulos, Natasha Mulligan, Joao H. Bettencourt-Silva

CoRR, 2024

2023

Representation Learning for Person or Entity-centric Knowledge Graphs: An application in Healthcare.

Christos Theodoropoulos, Natasha Mulligan, Thaddeus S. Stappenbeck, Joao H. Bettencourt-Silva

CoRR, 2023

Automated Feature Selection from Medical Literature.

Alberto Purpura, Tobia Boschi, Francesca Bonin, Rodrigo Ordonez-Hurtado, Natasha Mulligan, Joao H. Bettencourt-Silva, Alessandra Pascale

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

2021

Deep EHR Spotlight: a Framework and Mechanism to Highlight Events in Electronic Health Records for Explainable Predictions.

Thanh Nguyen-Duc, Natasha Mulligan, Gurdeep S. Mannu, Joao H. Bettencourt-Silva

CoRR, 2021

Social Determinant Trends of COVID-19: An Analysis Using Knowledge Graphs from Published Evidence and Online Trends.

Martin Gleize, Natasha Mulligan, Alessandro Di Bari, Joao H. Bettencourt-Silva

Proceedings of the Public Health and Informatics, 2021

Encoding Health Records into Pathway Representations for Deep Learning.

Marco Luca Sbodio, Natasha Mulligan, Stefanie Speichert, Vanessa López, Joao H. Bettencourt-Silva

Proceedings of the Applying the FAIR Principles to Accelerate Health Research in Europe in the Post COVID-19 Era, 2021

Discovering Associations between Social Determinants and Health Outcomes: Merging Knowledge Graphs from Literature and Electronic Health Data.

Yoonyoung Park, Natasha Mulligan, Martin Gleize, Morten Kristiansen, Joao H. Bettencourt-Silva

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020

Exploring the Social Drivers of Health During a Pandemic: Leveraging Knowledge Graphs and Population Trends in COVID-19.

Joao H. Bettencourt-Silva, Natasha Mulligan, Charles Jochim, Nagesh Yadav, Walter Sedlazek, Vanessa López, Martin Gleize

Proceedings of the Integrated Citizen Centered Digital Health and Social Care - Citizens as Data Producers and Service co-Creators, 2020

2018

Bridging Clinical and Social Determinants of Health Using Unstructured Data.

Joao H. Bettencourt-Silva, Natasha Mulligan, Conor Cullen, Spyros Kotoulas

Proceedings of the Decision Support Systems and Education, 2018

2017

Using Semantic Technologies to Extract Highlights from Care Notes.

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

Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

Note Highlights: Surfacing Relevant Concepts from Unstructured Notes for Health Professionals.

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

Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017