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Yindalon Aphinyanaphongs

Yindalon Aphinyanaphongs, MD, PhD

Assistant Professor, Department of Population Health

Assistant Professor, Department of Medicine

Keywords
machine learning, predictive analytics, translational clinical data science, translational predictive analytics

Phone

212-263-9041

Academic office

227 East 30th Street

Seventh Floor

New York, NY 10016

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These focus areas and their associated publications are derived from medical subject headings from PubMed.
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Positions

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

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

Graduate Education

MD from Vanderbilt University

PhD from Vanderbilt University

An artificial intelligence system for predicting the deterioration of COVID-19 patients in the emergency department

Shamout, Farah E; Shen, Yiqiu; Wu, Nan; Kaku, Aakash; Park, Jungkyu; Makino, Taro; Jastrzębski, Stanisław; Witowski, Jan; Wang, Duo; Zhang, Ben; Dogra, Siddhant; Cao, Meng; Razavian, Narges; Kudlowitz, David; Azour, Lea; Moore, William; Lui, Yvonne W; Aphinyanaphongs, Yindalon; Fernandez-Granda, Carlos; Geras, Krzysztof J

NPJ digital medicine. 2021 May 12; 4(1):80

Development of a Clinical Reasoning Documentation Assessment Tool for Resident and Fellow Admission Notes: a Shared Mental Model for Feedback

Schaye, Verity; Miller, Louis; Kudlowitz, David; Chun, Jonathan; Burk-Rafel, Jesse; Cocks, Patrick; Guzman, Benedict; Aphinyanaphongs, Yindalon; Marin, Marina

Journal of general internal medicine. 2021 May 04;

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

The transformation of patient-clinician relationships with AI-based medical advice

Nov, Oded; Aphinyanaphongs, Yindalon; Lui, Yvonne W.; Mann, Devin; Porfiri, Maurizio; Riedl, Mark; Rizzo, John Ross; Wiesenfeld, Batia

Communications of the ACM. 2021 Mar 01; 64(<prism:issueIdentifier>3):46-48

COVID-19 Deterioration Prediction via Self-Supervised Representation Learning and Multi-Image Prediction

Sriram, Anuroop; Muckley, Matthew; Sinha, Koustuv; Shamout, Farah; Pineau, Joelle; Geras, Krzysztof J; Azour, Lea; Aphinyanaphongs, Yindalon; Yakubova, Nafissa; Moore, William

arXiv. 2021 Jan 13;

Development, implementation, and prospective validation of a model to predict 60-day end-of-life in hospitalized adults upon admission at three sites

Major, Vincent J; Aphinyanaphongs, Yindalon

BMC medical informatics & decision making. 2020 Sep 07; 20(1):214

Thrombosis in Hospitalized Patients With COVID-19 in a New York City Health System

Bilaloglu, Seda; Aphinyanaphongs, Yin; Jones, Simon; Iturrate, Eduardo; Hochman, Judith; Berger, Jeffrey S

JAMA. 2020 Aug 25; 324(8):799-801

Prevalence and Outcomes of D-Dimer Elevation in Hospitalized Patients With COVID-19

Berger, Jeffrey S; Kunichoff, Dennis; Adhikari, Samrachana; Ahuja, Tania; Amoroso, Nancy; Aphinyanaphongs, Yindalon; Cao, Meng; Goldenberg, Ronald; Hindenburg, Alexander; Horowitz, James; Parnia, Sam; Petrilli, Christopher; Reynolds, Harmony; Simon, Emma; Slater, James; Yaghi, Shadi; Yuriditsky, Eugene; Hochman, Judith; Horwitz, Leora I

Arteriosclerosis, thrombosis, & vascular biology. 2020 08 25; ATVBAHA120314872

See All Publications (57)