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



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



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



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



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

* 9 pages, 9 figures 

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