Yindalon Aphinyanaphongs

Classifying publications from the clinical and translational science award program along the translational research spectrum: a machine learning approach

Elizabeth C. Whipple, Alisa Surkis, Janice A Hogle, 2016, Journal of Translational Medicine.

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

Nan Wu, Ben Zhang, Farah E. Shamout, 2020, ArXiv.

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

Yindalon Aphinyanaphongs, Vincent J. Major, Y. Aphinyanaphongs, 2020, BMC Medical Informatics and Decision Making.

Estimating Real World Performance of a Predictive Model: A Case-Study in Predicting End-of-Life

Yindalon Aphinyanaphongs, Vincent J. Major, Vincent Major, 2019 .

From Sour Grapes to Low-Hanging Fruit: A Case Study Demonstrating a Practical Strategy for Natural Language Processing Portability

Stephen B. Johnson, Thomas R. Campion, Scott L. DuVall, 2018, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

Estimating real-world performance of a predictive model: a case-study in predicting mortality

Yindalon Aphinyanaphongs, Vincent J. Major, Vincent Major, 2020, JAMIA open.

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

Oded Nov, Mark O. Riedl, Maurizio Porfiri, 2020, Commun. ACM.

Expanding the Reach of Structured EHR Data with Clinical Notes Improving End-of-Life Prediction

Yindalon Aphinyanaphongs, Seda Bilaloglu, Himanshu Grover, 2021, FLAIRS Conference.

Big Data Analyses in Health and Opportunities for Research in Radiology

Yindalon Aphinyanaphongs, Y. Aphinyanaphongs, 2017, Seminars in Musculoskeletal Radiology.

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

Yindalon Aphinyanaphongs, Samrachana Adhikari, Christopher Petrilli, 2020, Arteriosclerosis, thrombosis, and vascular biology.