Publications by authors named "Jonathan Gryak"

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Learning using privileged information with logistic regression on acute respiratory distress syndrome detection.
Zijun Gao, Shuyang Cheng, Emily Wittrup, Jonathan Gryak, Kayvan Najarian

Artif Intell Med· October 2024

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Prediction of pediatric peanut oral food challenge outcomes using machine learning.
Jonathan Gryak, Aleksandra Georgievska, Justin Zhang, Kayvan Najarian, Rajan Ravikumar

J Allergy Clin Immunol Glob· August 2024

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Continuous sepsis trajectory prediction using tensor-reduced physiological signals.
Olivia P Alge, Joshua Pickard, Winston Zhang, Shuyang Cheng, Harm Derksen, Jonathan Gryak

Sci Rep· August 2024

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Sepsis Trajectory Prediction Using Privileged Information and Continuous Physiological Signals.
Olivia P Alge, Jonathan Gryak, J Scott VanEpps, Kayvan Najarian

Diagnostics (Basel)· January 2024

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Predicting need for heart failure advanced therapies using an interpretable tropical geometry-based fuzzy neural network.
Yufeng Zhang, Keith D Aaronson, Jonathan Gryak, Emily Wittrup, Cristian Minoccheri

PLoS One· November 2023

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Increasing efficiency of SVMp+ for handling missing values in healthcare prediction.
Yufeng Zhang, Zijun Gao, Emily Wittrup, Jonathan Gryak, Kayvan Najarian

PLOS Digit Health· June 2023

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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

IEEE J Biomed Health Inform· January 2023

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Identifying potential candidates for advanced heart failure therapies using an interpretable machine learning algorithm.
Heming Yao, Jessica R Golbus, Jonathan Gryak, Francis D Pagani, Keith D Aaronson

J Heart Lung Transplant· December 2022

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Prediction of Postoperative Deterioration in Cardiac Surgery Patients Using Electronic Health Record and Physiologic Waveform Data.
Michael R Mathis, Milo C Engoren, Aaron M Williams, Ben E Biesterveld, Alfred J Croteau, Jonathan Gryak

Anesthesiology· November 2022

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Automatic multi-anatomical skull structure segmentation of cone-beam computed tomography scans using 3D UNETR.
Maxime Gillot, Baptiste Baquero, Celia Le, Romain Deleat-Besson, Jonas Bianchi, Jonathan Gryak

PLoS One· October 2022

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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

BMC Med Inform Decis Mak· August 2022

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Prediction of postoperative cardiac events in multiple surgical cohorts using a multimodal and integrative decision support system.
Renaid B Kim, Olivia P Alge, Gang Liu, Ben E Biesterveld, Glenn Wakam, Jonathan Gryak

Sci Rep· July 2022

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A deep learning framework for automated detection and quantitative assessment of liver trauma.
Negar Farzaneh, Erica B Stein, Reza Soroushmehr, Jonathan Gryak, Kayvan Najarian

BMC Med Imaging· March 2022

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Vessel segmentation for X-ray coronary angiography using ensemble methods with deep learning and filter-based features.
Zijun Gao, Lu Wang, Reza Soroushmehr, Alexander Wood, Jonathan Gryak

BMC Med Imaging· January 2022

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Clinical decision support systems in orthodontics: A narrative review of data science approaches.
Najla Al Turkestani, Jonas Bianchi, Romain Deleat-Besson, Celia Le, Li Tengfei, Jonathan Gryak

Orthod Craniofac Res· December 2021

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Predicting atrial fibrillation episodes with rapid ventricular rates associated with low levels of activity.
Zhi Li, Kevin M Wheelock, Sangeeta Lathkar-Pradhan, Hakan Oral, Daniel J Clauw, Jonathan Gryak

BMC Med Inform Decis Mak· December 2021

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Association between symptoms, affect and heart rhythm in patients with persistent or paroxysmal atrial fibrillation: an ambulatory pilot study.
Kevin M Wheelock, Anna Kratz, Sangeeta Lathkar-Pradhan, Kayvan Najarian, Jonathan Gryak

Am Heart J· November 2021

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Temporomandibular Joint Osteoarthritis Diagnosis Using Privileged Learning of Protein Markers.
Winston Zhang, Jonas Bianchi, Najla Al Turkestani, Celia Le, Romain Deleat-Besson, Jonathan Gryak

Annu Int Conf IEEE Eng Med Biol Soc· November 2021

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Automatic Segmentation of Dental Root Canal and Merging with Crown Shape.
Romain Deleat-Besson, Celia Le, Najla Al Turkestani, Winston Zhang, Maxime Dumont, Jonathan Gryak

Annu Int Conf IEEE Eng Med Biol Soc· November 2021

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Automatic Segmentation of Mandibular Ramus and Condyles.
Celia Le, Romain Deleat-Besson, Juan Prieto, Serge Brosset, Maxime Dumont, Jonathan Gryak

Annu Int Conf IEEE Eng Med Biol Soc· November 2021

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Motion-based camera localization system in colonoscopy videos.
Heming Yao, Ryan W Stidham, Zijun Gao, Jonathan Gryak, Kayvan Najarian

Med Image Anal· October 2021

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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

Comput Biol Med· July 2021

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Decision Support Systems in Temporomandibular Joint Osteoarthritis: A review of Data Science and Artificial Intelligence Applications.
Jonas Bianchi, Antonio Ruellas, Juan Carlos Prieto, Tengfei Li, Reza Soroushmehr, Jonathan Gryak

Semin Orthod· June 2021

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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 Med· May 2021

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Web Infrastructure for Data Management, Storage and Computation.
Serge Brosset, Maxime Dumont, Lucia Cevidanes, Reza Soroushmehr, Jonas Bianchi, Jonathan Gryak

Proc SPIE Int Soc Opt Eng· February 2021

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