Jonathan Gryak

Assistant Professor, Computer Science, CUNY Queens College

Joined

April 2024

Names

Jonathan Gryak (Preferred)

Emails

****@qc.cuny.edu (Confirmed)

Personal Links

Career & Education History

Assistant Professor

Computer Science, CUNY Queens College (qc.cuny.edu)

2022 – Present

Researcher

Computational Medicine and Bioinformatics, University of Michigan - Ann Arbor (umich.edu)

2017 – 2022

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Quadratic Multilinear Discriminant Analysis for Tensorial Data Classification
Cristian Minoccheri, Olivia Alge, Jonathan Gryak, Kayvan Najarian, Harm Derksen
- Algorithms 2023
- Readers: Everyone
A Novel Tropical Geometry-Based Interpretable Machine Learning Method: Pilot Application to Delivery of Advanced Heart Failure Therapies
Heming Yao, Harm Derksen, Jessica R. Golbus, Justin Zhang, Keith D. Aaronson, Jonathan Gryak, Kayvan Najarian
- IEEE J. Biomed. Health Informatics 2023
- Readers: Everyone
Prediction of Oral Food Challenges via Machine Learning
Justin Zhang, Deborah Lee, Kylie Jungles, Diane Shaltis, Kayvan Najarian, Rajan Ravikumar, Georgiana Sanders, Jonathan Gryak
- CoRR 2022
- Readers: Everyone
An interpretable neural network for outcome prediction in traumatic brain injury
Cristian Minoccheri, Craig A. Williamson, Mark Hemmila, Kevin Ward, Erica B. Stein, Jonathan Gryak, Kayvan Najarian
- BMC Medical Informatics Decis. Mak. 2022
- Readers: Everyone
A hierarchical expert-guided machine learning framework for clinical decision support systems: an application to traumatic brain injury prognostication
Negar Farzaneh, Craig A. Williamson, Jonathan Gryak, Kayvan Najarian
- npj Digit. Medicine 2021
- Readers: Everyone
Multimodal tensor-based method for integrative and continuous patient monitoring during postoperative cardiac care
Larry Hernandez, Renaid B. Kim, Neriman Tokcan, Harm Derksen, Ben E. Biesterveld, Alfred Croteau, Aaron M. Williams, Michael Mathis, Kayvan Najarian, Jonathan Gryak
- Artif. Intell. Medicine 2021
- Readers: Everyone
Algebraic Methods for Tensor Data
Neriman Tokcan, Jonathan Gryak, Kayvan Najarian, Harm Derksen
- SIAM J. Appl. Algebra Geom. 2021
- Readers: Everyone
Automated Spleen Injury Detection Using 3D Active Contours and Machine Learning
Julie Wang, Alexander Wood, Chao Gao, Kayvan Najarian, Jonathan Gryak
- Entropy 2021
- Readers: Everyone
Automated detection of acute respiratory distress syndrome from chest X-Rays using Directionality Measure and deep learning features
Narathip Reamaroon, Michael W. Sjoding, Jonathan Gryak, Brian D. Athey, Kayvan Najarian, Harm Derksen
- Comput. Biol. Medicine 2021
- Readers: Everyone
Temporomandibular Joint Osteoarthritis Diagnosis Using Privileged Learning of Protein Markers
Winston Zhang, Jonas Bianchi, Najla Al Turkestani, Celia Le, Romain Deleat-Besson, Antonio C. Ruellas, Lucia H. S. Cevidanes, Marilia Yatabe, João Roberto Gonçalves, Erika Benavides, Fabiana Soki, Juan Prieto, Beatriz Paniagua, Kayvan Najarian, Jonathan Gryak, Reza Soroushmehr
- EMBC 2021
- Readers: Everyone

View all 24 publications

Co-Authors

View all 72 co-authors