Near Real Time EHR Data Utilization in a Clinical Study. - Melody L. Penning; Colette Blach; Anita Walden; Pei Wang 001; Katrina M. Donovan; Maryam Y. Garza; Zhan Wang; Julie Frund; Shorabuddin Syed; Mahanazuddin Syed; Guilherme Del Fiol; L. Kristin Newby; et al. (MIE, 2020)

Document Oriented Graphical Analysis and Prediction. - Shorabuddin Syed; Mahanazuddin Syed; Hafsa Bareen Syeda; Fred W. Prior; Meredith N. Zozus; Melody L. Penning; Mohammed Orloff (MIE, 2020)

DeIDNER Corpus: Annotation of Clinical Discharge Summary Notes for Named Entity Recognition Using BRAT Tool. - Mahanazuddin Syed; Shaymaa Al-Shukri; Shorabuddin Syed; Kevin W. Sexton; Melody L. Greer; Meredith N. Zozus; Sudeepa Bhattacharyya; Fred W. Prior (MIE, 2021)

Machine Learning Approach to Optimize Sedation Use in Endoscopic Procedures. - Shorabuddin Syed; Mahanazuddin Syed; Fred W. Prior; Meredith N. Zozus; Hafsa Bareen Syeda; Melody L. Greer; Sudeepa Bhattacharyya; Shashank Garg (MIE, 2021)

Deep Learning Methods to Predict Mortality in COVID-19 Patients: A Rapid Scoping Review. - Mahanazuddin Syed; Shorabuddin Syed; Kevin W. Sexton; Melody L. Greer; Meredith N. Zozus; Sudeepa Bhattacharyya; Farhanuddin Syed; Fred W. Prior (MIE, 2021)

Consolidated EHR Workflow for Endoscopy Quality Reporting. - Shorabuddin Syed; Benjamin Tharian; Hafsa Bareen Syeda; Meredith N. Zozus; Melody L. Greer; Sudeepa Bhattacharyya; Mahanazuddin Syed; Fred W. Prior (MIE, 2021)

Application of Machine Learning in Intensive Care Unit (ICU) Settings Using MIMIC Dataset: Systematic Review. - 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 (Informatics, 2021)

TAX-Corpus: Taxonomy based Annotations for Colonoscopy Evaluation. - Shorabuddin Syed; Adam Jackson Angel; Hafsa Bareen Syeda; Carole Franc Jennings; Joseph VanScoy; Mahanazuddin Syed; Melody L. Greer; Sudeepa Bhattacharyya; Shaymaa Al-Shukri; Meredith N. Zozus; Fred W. Prior; Benjamin Tharian (HEALTHINF, 2022)

The h-ANN Model: Comprehensive Colonoscopy Concept Compilation using Combined Contextual Embeddings. - Shorabuddin Syed; Adam Jackson Angel; Hafsa Bareen Syeda; Carole France Jennings; Joseph VanScoy; Mahanazuddin Syed; Melody L. Greer; Sudeepa Bhattacharyya; Meredith N. Zozus; Benjamin Tharian; Fred W. Prior (HEALTHINF, 2022)

DeIDNER Model: A Neural Network Named Entity Recognition Model for Use in the De-identification of Clinical Notes. - 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 (HEALTHINF, 2022)