Natasha Mulligan

12 papers Misc 1Journal 4Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Enhancing foundation models for scientific discovery via multimodal knowledge graph representations. J. Web Semant. Vanessa López, Thanh Lam Hoang, Marcos Martínez Galindo, Raúl Fernández-Díaz, Marco Luca Sbodio, Rodrigo Ordonez-Hurtado, Mykhaylo Zayats, Natasha Mulligan, Joao H. Bettencourt-Silva
2024	J	`jnl`	Evaluating the Predictive Features of Person-Centric Knowledge Graph Embeddings: Unfolding Ablation Studies. CoRR Christos Theodoropoulos, Natasha Mulligan, Joao H. Bettencourt-Silva
2023	—	`conf`	Automated Feature Selection from Medical Literature. MedInfo Alberto Purpura, Tobia Boschi, Francesca Bonin, Rodrigo Ordonez-Hurtado, Natasha Mulligan, Joao H. Bettencourt-Silva, Alessandra Pascale
2023	J	`jnl`	Representation Learning for Person or Entity-centric Knowledge Graphs: An application in Healthcare. CoRR Christos Theodoropoulos, Natasha Mulligan, Thaddeus S. Stappenbeck, Joao H. Bettencourt-Silva
2021	J	`jnl`	Deep EHR Spotlight: a Framework and Mechanism to Highlight Events in Electronic Health Records for Explainable Predictions. CoRR Thanh Nguyen-Duc, Natasha Mulligan, Gurdeep S. Mannu, Joao H. Bettencourt-Silva
2021	Misc	`conf`	Discovering Associations between Social Determinants and Health Outcomes: Merging Knowledge Graphs from Literature and Electronic Health Data. AMIA Yoonyoung Park, Natasha Mulligan, Martin Gleize, Morten Kristiansen, Joao H. Bettencourt-Silva
2021	—	`conf`	Encoding Health Records into Pathway Representations for Deep Learning. EFMI-STC Marco Luca Sbodio, Natasha Mulligan, Stefanie Speichert, Vanessa López, Joao H. Bettencourt-Silva
2021	—	`conf`	Social Determinant Trends of COVID-19: An Analysis Using Knowledge Graphs from Published Evidence and Online Trends. MIE Martin Gleize, Natasha Mulligan, Alessandro Di Bari, Joao H. Bettencourt-Silva
2020	—	`conf`	Exploring the Social Drivers of Health During a Pandemic: Leveraging Knowledge Graphs and Population Trends in COVID-19. EFMI-STC Joao H. Bettencourt-Silva, Natasha Mulligan, Charles Jochim, Nagesh Yadav, Walter Sedlazek, Vanessa López, Martin Gleize
2018	—	`conf`	Bridging Clinical and Social Determinants of Health Using Unstructured Data. EFMI-STC Joao H. Bettencourt-Silva, Natasha Mulligan, Conor Cullen, Spyros Kotoulas
2017	—	`conf`	Note Highlights: Surfacing Relevant Concepts from Unstructured Notes for Health Professionals. ICHI 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
2017	—	`conf`	Using Semantic Technologies to Extract Highlights from Care Notes. MedInfo 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