Vincent J. Major

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 10

Top Topics

Distributional Clustering

Machine Learning

Top Venues

BMC Medical Informatics Decis. Mak.

Publications

Vincent J. Major, Claudia S. Plottel, Yindalon Aphinyanaphongs
Ten Years of Health Informatics Education for Physicians. ICHI (2023)
Vincent J. Major, Walter Wang, Yindalon Aphinyanaphongs
Enabling AI-Augmented Clinical Workflows by Accessing Patient Data in Real-Time with FHIR. ICHI (2023)
Garrett Yoon, Vincent J. Major
Probing automated treatment of urinary tract infections for bias: a case-study where machine learning perpetuates structural differences and racial disparities. BCB (2021)
Seda Bilaloglu, Vincent J. Major, Himanshu Grover, Isabel Metzger, Yindalon Aphinyanaphongs
Expanding the Reach of Structured EHR Data with Clinical Notes Improving End-of-Life Prediction. FLAIRS Conference (2021)
Narges Razavian, Vincent J. Major, Mukund Sudarshan, Jesse Burk-Rafel, Peter Stella, Hardev Randhawa, Seda Bilaloglu, Ji Chen, Vuthy Nguy, Walter Wang, Hao Zhang, Ilan Reinstein, David Kudlowitz, Cameron Zenger, Meng Cao, Ruina Zhang, Siddhant Dogra, Keerthi B. Harish, Brian Bosworth, Fritz Francois, Leora I. Horwitz, Rajesh Ranganath, Jonathan Austrian, Yindalon Aphinyanaphongs
A validated, real-time prediction model for favorable outcomes in hospitalized COVID-19 patients. npj Digit. Medicine 3 (2020)
Vincent J. Major, Yindalon Aphinyanaphongs
Development, implementation, and prospective validation of a model to predict 60-day end-of-life in hospitalized adults upon admission at three sites. BMC Medical Informatics Decis. Mak. 20 (1) (2020)
Vincent J. Major, Alisa Surkis, Yindalon Aphinyanaphongs
Utility of General and Specific Word Embeddings for Classifying Translational Stages of Research. AMIA (2018)
Vincent J. Major, Alisa Surkis, Yindalon Aphinyanaphongs
Utility of general and specific word embeddings for classifying translational stages of research. CoRR (2017)
Vincent J. Major, Alisa Surkis, Yindalon Aphinyanaphongs
Optimizing Parameters of word2vec for a Text Classification Task. AMIA (2017)
Vincent J. Major, Monique S. Tanna, Simon Jones, Yindalon Aphinyanaphongs
Reusable Filtering Functions for Application in ICU data: a case study. AMIA (2016)