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Katherine Heller, Assistant Research Professor of Statistical Science and Assistant Professor of Electrical and Computer Engineering and Neurobiology and Computer Science and Assistant Professor in Neurology of Neurology, Behavioral Neurology and Member of Center for Cognitive Neuroscience and Affiliate of the Duke Initiative for Science & Society
- Contact Info:
- 223B Old Chemistry
- katherine.heller@duke.edu
- Education:
- Ph.D., University College London (United Kingdom), 2008
- M.S., Columbia University, 2003
- B.S., State University of New York, Stony Brook, 2000
- Recent Publications
(More Publications)
- Benrimoh, D; Tanguay-Sela, M; Perlman, K; Israel, S; Mehltretter, J; Armstrong, C; Fratila, R; Parikh, SV; Karp, JF; Heller, K; Vahia, IV; Blumberger, DM; Karama, S; Vigod, SN; Myhr, G; Martins, R; Rollins, C; Popescu, C; Lundrigan, E; Snook, E; Wakid, M; Williams, J; Soufi, G; Perez, T; Tunteng, J-F; Rosenfeld, K; Miresco, M; Turecki, G; Gomez Cardona, L; Linnaranta, O; Margolese, HC. "Using a simulation centre to evaluate preliminary acceptability and impact of an artificial intelligence-powered clinical decision support system for depression treatment on the physician-patient interaction.." Bjpsych Open 7.1 (January, 2021): e22. [doi] [abs]
- Sendak, MP; Ratliff, W; Sarro, D; Alderton, E; Futoma, J; Gao, M; Nichols, M; Revoir, M; Yashar, F; Miller, C; Kester, K; Sandhu, S; Corey, K; Brajer, N; Tan, C; Lin, A; Brown, T; Engelbosch, S; Anstrom, K; Elish, MC; Heller, K; Donohoe, R; Theiling, J; Poon, E; Balu, S; Bedoya, A; O'Brien, C. "Real-World Integration of a Sepsis Deep Learning Technology Into Routine Clinical Care: Implementation Study.." Jmir Medical Informatics 8.7 (July, 2020): e15182. [doi] [abs]
- Bedoya, AD; Futoma, J; Clement, ME; Corey, K; Brajer, N; Lin, A; Simons, MG; Gao, M; Nichols, M; Balu, S; Heller, K; Sendak, M; O'Brien, C. "Machine learning for early detection of sepsis: an internal and temporal validation study.." Jamia Open 3.2 (July, 2020): 252-260. [doi] [abs]
- Dusenberry, MW; Tran, D; Choi, E; Kemp, J; Nixon, J; Jerfel, G; Heller, K; Dai, AM. "Analyzing the role of model uncertainty for electronic health records." Acm Chil 2020 Proceedings of the 2020 Acm Conference on Health, Inference, and Learning (February, 2020): 204-213. [doi] [abs]
- Bu, F; Xu, S; Heller, K; Volfovsky, A. "SMOGS: Social network metrics of game success." Aistats 2019 22nd International Conference on Artificial Intelligence and Statistics (January, 2020). [abs]