Kevin W. Sexton

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 9

Top Topics

Machine Learning

Unsupervised Anomaly Detection

Top Venues

Biomed. Signal Process. Control.

J. Biomed. Semant.

Publications

Md. Abul Hayat, Jingxian Wu, Sam Stephens, Hanna K. Jensen, Adrià A. Villafranca, Joseph A. Sanford, Kevin W. Sexton, Morten Olgaard Jensen
Modeling peripheral arterial and venous pressure signals with integral pulse frequency modulation. Biomed. Signal Process. Control. 86 (Part B) (2023)
Cilia E. Zayas, Justin M. Whorton, Kevin W. Sexton, Charles D. Mabry, S. Clint Dowland, Mathias Brochhausen
Development and validation of the early warning system scores ontology. J. Biomed. Semant. 14 (1) (2023)
Mahanazuddin Syed, Kevin W. Sexton, Melody L. Greer, Shorabuddin Syed, Joseph VanScoy, Farhan Kawsar, Erica Olson, Karan Patel, Jake Erwin, Sudeepa Bhattacharyya, Meredith N. Zozus, Fred W. Prior
DeIDNER Model: A Neural Network Named Entity Recognition Model for Use in the De-identification of Clinical Notes. HEALTHINF (2022)
Mahanazuddin Syed, Shorabuddin Syed, Kevin W. Sexton, Hafsa Bareen Syeda, Maryam Y. Garza, Meredith N. Zozus, Farhanuddin Syed, Salma Begum, Abdullah Usama Syed, Joseph A. Sanford, Fred W. Prior
Application of Machine Learning in Intensive Care Unit (ICU) Settings Using MIMIC Dataset: Systematic Review. Informatics 8 (1) (2021)
Timothy Wong, Erik J. Zhang, Andrea J. Elhajj, Donna M. Rizzo, Kevin W. Sexton, Jaideep J. Pandit, Mitchell H. Tsai
The Power Law in Operating Room Management. J. Medical Syst. 45 (10) (2021)
Mahanazuddin Syed, Shaymaa Al-Shukri, Shorabuddin Syed, Kevin W. Sexton, Melody L. Greer, Meredith N. Zozus, Sudeepa Bhattacharyya, Fred W. Prior
DeIDNER Corpus: Annotation of Clinical Discharge Summary Notes for Named Entity Recognition Using BRAT Tool. MIE (2021)
Mahanazuddin Syed, Shorabuddin Syed, Kevin W. Sexton, Melody L. Greer, Meredith N. Zozus, Sudeepa Bhattacharyya, Farhanuddin Syed, Fred W. Prior
Deep Learning Methods to Predict Mortality in COVID-19 Patients: A Rapid Scoping Review. MIE (2021)
Melody L. Greer, Steven Sample, Hanna K. Jensen, Sacha McBain, Riley Lipschitz, Kevin W. Sexton
COVID-19 Is Connected with Lower Health Literacy in Rural Areas. MIE (2021)
Md. Abul Hayat, Jingxian Wu, Patrick C. Bonasso, Kevin W. Sexton, Hanna K. Jensen, Melvin S. Dassinger, Morten O. Jensen
Unsupervised anomaly detection in peripheral venous pressure signals with hidden Markov models. Biomed. Signal Process. Control. 62 (2020)