Vincent J. Major
Vincent J. Major
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Probing Automated Treatment of Urinary Tract Infections for Bias: A Case-Study Where Machine Learning Perpetuates Structural Differences and Racial Disparities
Urinary tract infections (UTI) are a common indication for antibiotic treatment worldwide. Fluoroquinolone antibiotics are widely …
Garrett Yoon
,
Vincent J. Major
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Poster
DOI
Proceedings
Clinical Trial of an AI COVID-19 Model to Identify Patients Ready for Discharge
We previously developed a predictive model to help clinicians identify adults with COVID-19 who may be ready for discharge given their …
Vincent J. Major
,
Simon Jones
,
Ashley Bagheri
,
Felicia Mendoza
,
Jay Stadelman
,
Vuthy Nguy
,
Michael Quinn
,
Peter Stella
,
Narges Razavian
,
Leora Horwitz
,
Jonathan Austrian
,
Yindalon Aphinyanaphongs
Slides
Expanding the Reach of Structured EHR Data with Clinical Notes: Improving End-of-Life Prediction
Appropriate treatment decisions and end-of-life planning for patients with serious, life-limiting disease rely on accurate prognosis …
Seda Bilaloglu
,
Vincent J. Major
,
Himanshu Grover
,
Isabel Metzger
,
Yindalon Aphinyanaphongs
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Slides
DOI
Utility of General and Specific Word Embeddings for Classifying Translational Stages of Research
Conventional text classification models make a bag-of-words assumption reducing text, fundamentally a sequence of words, into word …
Vincent J. Major
,
Alisa Surkis
,
Yindalon Aphinyanaphongs
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