Vincent J. Major

According to our database, Vincent J. Major authored at least 13 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Enabling AI-Augmented Clinical Workflows by Accessing Patient Data in Real-Time with FHIR.

Vincent J. Major, Walter Wang, Yindalon Aphinyanaphongs

Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

Ten Years of Health Informatics Education for Physicians.

Vincent J. Major, Claudia S. Plottel, Yindalon Aphinyanaphongs

Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

2021

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

Seda Bilaloglu, Vincent J. Major, Himanshu Grover, Isabel Metzger, Yindalon Aphinyanaphongs

Proceedings of the Thirty-Fourth International Florida Artificial Intelligence Research Society Conference, 2021

Probing automated treatment of urinary tract infections for bias: a case-study where machine learning perpetuates structural differences and racial disparities.

Garrett Yoon, Vincent J. Major

Proceedings of the BCB '21: 12th ACM International Conference on Bioinformatics, 2021

2020

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

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 S. Austrian, Yindalon Aphinyanaphongs

npj Digit. Medicine, 2020

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

Vincent J. Major, Yindalon Aphinyanaphongs

BMC Medical Informatics Decis. Mak., 2020

2019

Evaluation of model-based methods in estimating respiratory mechanics in the presence of variable patient effort.

Daniel P. Redmond, Yeong Shiong Chiew, Vincent J. Major, J. Geoffrey Chase

Comput. Methods Programs Biomed., 2019

2018

Utility of General and Specific Word Embeddings for Classifying Translational Stages of Research.

Vincent J. Major, Alisa Surkis, Yindalon Aphinyanaphongs

Proceedings of the AMIA 2018, 2018

2017

Optimizing Parameters of word2vec for a Text Classification Task.

Vincent J. Major, Alisa Surkis, Yindalon Aphinyanaphongs

Proceedings of the AMIA 2017, 2017

2016

Respiratory mechanics assessment for reverse-triggered breathing cycles using pressure reconstruction.

Vincent J. Major, Simon Corbett, Daniel P. Redmond, Alex Beatson, Daniel Glassenbury, Yeong Shiong Chiew, Christopher G. Pretty, Thomas Desaive, Ákos Szlávecz, Balázs Benyó, Geoffrey M. Shaw, J. Geoffrey Chase

Biomed. Signal Process. Control., 2016

Estimating the true respiratory mechanics during asynchronous pressure controlled ventilation.

Don Oliver Kannangara, F. Newberry, Sarah L. Howe, Vincent J. Major, Daniel P. Redmond, A. Szlavecs, Yeong Shiong Chiew, Christopher G. Pretty, Balázs Benyó, Geoffrey M. Shaw, J. Geoffrey Chase

Biomed. Signal Process. Control., 2016

Reusable Filtering Functions for Application in ICU data: a case study.

Vincent J. Major, Monique S. Tanna, Simon Jones, Yindalon Aphinyanaphongs

Proceedings of the AMIA 2016, 2016

2015

Automated logging of inspiratory and expiratory non-synchronized breathing (ALIEN) for mechanical ventilation.

Yeong Shiong Chiew, Christopher G. Pretty, Alex Beatson, Daniel Glassenbury, Vincent J. Major, Simon Corbett, Daniel P. Redmond, Ákos Szlávecz, Geoffrey M. Shaw, J. Geoffrey Chase

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015