Natasha Mulligan

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 10

Top Topics

Relevant Concepts

Unstructured Data

Knowledge Acquisition

Top Venues

Publications

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 (2023)
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)
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)
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)
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)
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 (2021)
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)
Joao H. Bettencourt-Silva, Natasha Mulligan, Conor Cullen, Spyros Kotoulas
Bridging Clinical and Social Determinants of Health Using Unstructured Data. EFMI-STC (2018)
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)
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)