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Rajesh Ranganath, PhD

Assistant Professor, Department of Population Health

Positions

Assistant Professor, Department of Population Health at NYU Grossman School of Medicine

Graduate Education

PhD from Princeton University

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Probabilistic Machine Learning for Healthcare

Chen, Irene Y; Joshi, Shalmali; Ghassemi, Marzyeh; Ranganath, Rajesh

Annual review of biomedical data science. 2021 07 20; 4:393-415

Have We Learned to Explain?: How Interpretability Methods Can Learn to Encode Predictions in their Interpretations

Jethani, Neil; Sudarshan, Mukund; Aphinyanaphongs, Yindalon; Ranganath, Rajesh

Proceedings of machine learning research. 2021 Apr; 130:1459-1467

Reproducibility in machine learning for health research: Still a ways to go

McDermott, Matthew B A; Wang, Shirly; Marinsek, Nikki; Ranganath, Rajesh; Foschini, Luca; Ghassemi, Marzyeh

Science translational medicine. 2021 Mar 24; 13(586):

Deep learning models for electrocardiograms are susceptible to adversarial attack

Han, Xintian; Hu, Yuxuan; Foschini, Luca; Chinitz, Larry; Jankelson, Lior; Ranganath, Rajesh

Nature medicine. 2020 Mar; 26(3):360-363

Data-driven physiologic thresholds for iron deficiency associated with hematologic decline

Foy, Brody H; Li, Aodong; McClung, James P; Ranganath, Rajesh; Higgins, John M

American journal of hematology. 2020 Mar; 95(3):302-309

A validated, real-time prediction model for favorable outcomes in hospitalized COVID-19 patients

Razavian, Narges; Major, Vincent J; Sudarshan, Mukund; Burk-Rafel, Jesse; Stella, Peter; Randhawa, Hardev; Bilaloglu, Seda; Chen, Ji; Nguy, Vuthy; Wang, Walter; Zhang, Hao; Reinstein, Ilan; Kudlowitz, David; Zenger, Cameron; Cao, Meng; Zhang, Ruina; Dogra, Siddhant; Harish, Keerthi B; Bosworth, Brian; Francois, Fritz; Horwitz, Leora I; Ranganath, Rajesh; Austrian, Jonathan; Aphinyanaphongs, Yindalon

NPJ digital medicine. 2020 Oct; 3:130

A probabilistic approach to discovering dynamic full-brain functional connectivity patterns

Manning, Jeremy R; Zhu, Xia; Willke, Theodore L; Ranganath, Rajesh; Stachenfeld, Kimberly; Hasson, Uri; Blei, David M; Norman, Kenneth A

Neuroimage. 2018 10 15; 180(Pt A):243-252

Correlated Random Measures

Ranganath, Rajesh; Blei, David M.

Journal of the American Statistical Association. 2018; 113:417-430

See All Publications (15)