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Leveraging Clinical Context for User-Centered Explainability: A Diabetes Use Case

Jul 15, 2021
Shruthi Chari, Prithwish Chakraborty, Mohamed Ghalwash, Oshani Seneviratne, Elif K. Eyigoz, Daniel M. Gruen, Fernando Suarez Saiz, Ching-Hua Chen, Pablo Meyer Rojas, Deborah L. McGuinness

* 4 pages, 4 tables, 3 figures, 2.5 pages appendices To appear and accepted at: KDD Workshop on Applied Data Science for Healthcare (DSHealth), 2021, Virtual 

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Personalized Food Recommendation as Constrained Question Answering over a Large-scale Food Knowledge Graph

Jan 05, 2021
Yu Chen, Ananya Subburathinam, Ching-Hua Chen, Mohammed J. Zaki

* 9 pages. Accepted by WSDM 2021. Final version 

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A Framework for Generating Explanations from Temporal Personal Health Data

Mar 20, 2020
Jonathan J. Harris, Ching-Hua Chen, Mohammed J. Zaki

* 30 pages, 11 figures 

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Learning Patient Engagement in Care Management: Performance vs. Interpretability

Jun 19, 2019
Subhro Das, Chandramouli Maduri, Ching-Hua Chen, Pei-Yun S. Hsueh

* 9 pages, 9 figures 

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