On the Conjugacy Problem in Certain Metabelian Groups. - Jonathan Gryak; Delaram Kahrobaei; Conchita Martínez-Pérez (CoRR, 2016)

The status of polycyclic group-based cryptography: A survey and open problems. - Jonathan Gryak; Delaram Kahrobaei (Groups Complex. Cryptol., 2016)

Solving Algorithmic Problems in Finitely Presented Groups via Machine Learning. - Jonathan Gryak (2017)

Classifying Osteosarcoma Using Meta-Analysis of Gene Expression. - Olivia Alge; Jonathan Gryak; Yingqi Hua; Kayvan Najarian (BIBM, 2018)

Supraventricular Tachycardia Detection via Machine Learning Algorithms. - Zhi Li; Harm Derksen; Jonathan Gryak; Mohsen Hooshmand; Alexander Wood; Hamid Ghanbari; Pujitha Gunaratne; Kayvan Najarian (BIBM, 2018)

Noise Detection in Electrocardiography Signal for Robust Heart Rate Variability Analysis: A Deep Learning Approach. - Sardar Ansari; Jonathan Gryak; Kayvan Najarian (EMBC, 2018)

Automated Kidney Segmentation for Traumatic Injured Patients through Ensemble Learning and Active Contour Modeling. - Negar Farzaneh; S. M. Reza Soroushmehr; Hirenkumar Patel; Alexander Wood; Jonathan Gryak; David Paul Fessell; Kayvan Najarian (EMBC, 2018)

Automatic Midline Shift Detection in Traumatic Brain Injury. - Mohsen Hooshmand; S. M. Reza Soroushmehr; Craig A. Williamson; Jonathan Gryak; Kayvan Najarian (EMBC, 2018)

A Novel Atrial Fibrillation Prediction Algorithm Applicable to Recordings from Portable Devices. - Zhi Li; Harm Derksen; Jonathan Gryak; Hamid Ghanbari; Pujitha Gunaratne; Kayvan Najarian (EMBC, 2018)

Comparative Study on Heart Rate Variability Analysis for Atrial Fibrillation Detection in Short Single-Lead ECG Recordings. - An Nguyen; Sardar Ansari; Mohsen Hooshmand; Kaiwen Lin; Hamid Ghanbari; Jonathan Gryak; Kayvan Najarian (EMBC, 2018)

Osteosarcoma Patients Classification Using Plain X-Rays and Metabolomic Data. - Rebecca Shen; Zhi Li; Linglin Zhang; Yingqi Hua; Min Mao; Zhicong Li; Zhengdong Cai; Yunping Qiu; Jonathan Gryak; Kayvan Najarian (EMBC, 2018)

Fully Automated Spleen Localization And Segmentation Using Machine Learning And 3D Active Contours. - Alexander Wood; S. M. Reza Soroushmehr; Negar Farzaneh; David Paul Fessell; Kevin R. Ward; Jonathan Gryak; Delaram Kahrobaei; Kayvan Najarian (EMBC, 2018)

Hematoma Segmentation Using Dilated Convolutional Neural Network. - Heming Yao; Craig A. Williamson; S. M. Reza Soroushmehr; Jonathan Gryak; Kayvan Najarian (EMBC, 2018)

Filter-Pruned 3D Convolutional Neural Network for Drowsiness Detection. - Heming Yao; Wei Zhang; Rajesh K. Malhan; Jonathan Gryak; Kayvan Najarian (EMBC, 2018)

Midline Shift vs. Mid-Surface Shift: Correlation with Outcome of Traumatic Brain Injuries. - Cheng Jiang 003; Jie Cao 015; Craig A. Williamson; Negar Farzaneh; Venkatakrishna Rajajee; Jonathan Gryak; Kayvan Najarian; S. M. Reza Soroushmehr (BIBM, 2019)

Using a Fuzzy Neural Network in Clinical Decision Support for Patients with Advanced Heart Failure. - Heming Yao; Keith D. Aaronson; Lu Lu; Jonathan Gryak; Kayvan Najarian; Jessica R. Golbus (BIBM, 2019)

Medical Diagnostics Based on Encrypted Medical Data. - Alexey Gribov; Kelsey Horan; Jonathan Gryak; Kayvan Najarian; Vladimir Shpilrain; S. M. Reza Soroushmehr; Delaram Kahrobaei (BICT, 2019)

Diabetic Wound Segmentation using Convolutional Neural Networks. - Can Cui; Karl Thurnhofer-Hemsi; Reza Soroushmehr; Abinash Mishra; Jonathan Gryak; Enrique Domínguez; Kayvan Najarian; Ezequiel López-Rubio (EMBC, 2019)

An Unsupervised Feature Learning Approach to Reduce False Alarm Rate in ICUs. - Behzad Ghazanfari; Fatemeh Afghah; Kayvan Najarian; Sajad Mousavi; Jonathan Gryak; James Todd (EMBC, 2019)

Markov Models for Detection of Ventricular Arrhythmia. - Zhi Li; Harm Derksen; Jonathan Gryak; Mohsen Hooshmand; Alexander Wood; Hamid Ghanbari; Pujitha Gunaratne; Kayvan Najarian (EMBC, 2019)

Detection of Acute Respiratory Distress Syndrome by Incorporation of Label Uncertainty and Partially Available Privileged Information. - Elyas Sabeti; Joshua Drews; Narathip Reamaroon; Jonathan Gryak; Michael W. Sjoding; Kayvan Najarian (EMBC, 2019)

Automated Optic Nerve Sheath Diameter Measurement Using Super-pixel Analysis. - S. M. Reza Soroushmehr; Krishna Rajajee; Craig A. Williamson; Jonathan Gryak; Kayvan Najarian; Kevin Ward; Mohamad Hakam Tiba (EMBC, 2019)

Automated Detection of Non-Informative Frames for Colonoscopy Through a Combination of Deep Learning and Feature Extraction. - Heming Yao; Ryan W. Stidham; Reza Soroushmehr; Jonathan Gryak; Kayvan Najarian (EMBC, 2019)

Brain Hematoma Segmentation Using Active Learning and an Active Contour Model. - Heming Yao; Craig A. Williamson; Jonathan Gryak; Kayvan Najarian (IWBBIO (2), 2019)

Learning Using Concave and Convex Kernels: Applications in Predicting Quality of Sleep and Level of Fatigue in Fibromyalgia. - Elyas Sabeti; Jonathan Gryak; Harm Derksen; Craig Biwer; Sardar Ansari; Howard Isenstein; Anna Kratz; Kayvan Najarian (Entropy, 2019)

Automated Classification of Osteosarcoma and Benign Tumors using RNA-seq and Plain X-ray. - Olivia Alge; Lu Lu; Zhi Li; Yingqi Hua; Jonathan Gryak; Kayvan Najarian (EMBC, 2020)

Predicting Poor Sleep Quality in Fibromyalgia with Wrist Sensors. - Olivia Alge; S. M. Reza Soroushmehr; Jonathan Gryak; Anna Kratz; Kayvan Najarian (EMBC, 2020)

3D Auto-Segmentation of Mandibular Condyles. - Serge Brosset; Maxime Dumont; Jonas Bianchi; Antonio C. Ruellas; Lucia H. S. Cevidanes; Marilia Yatabe; João Roberto Gonçalves; Erika Benavides; Fabiana Soki; Beatriz Paniagua; Juan Prieto 001; Kayvan Najarian; et al. (EMBC, 2020)

Patient Specific Classification of Dental Root Canal and Crown Shape. - Maxime Dumont; Juan-Carlos Prieto 001; Serge Brosset; Lucia H. S. Cevidanes; Jonas Bianchi; Antonio C. Ruellas; Marcela Gurgel; Camila Massaro; Aron Aliaga Del Castillo; Marcos Ioshida; Marilia Yatabe; Erika Benavides; et al. (ShapeMI@MICCAI, 2020)

Automated hematoma segmentation and outcome prediction for patients with traumatic brain injury. - Heming Yao; Craig A. Williamson; Jonathan Gryak; Kayvan Najarian (Artif. Intell. Medicine, 2020)

Robust segmentation of lung in chest x-ray: applications in analysis of acute respiratory distress syndrome. - Narathip Reamaroon; Michael W. Sjoding; Harm Derksen; Elyas Sabeti; Jonathan Gryak; Ryan P. Barbaro; Brian D. Athey; Kayvan Najarian (BMC Medical Imaging, 2020)

Utilization of smartphone and tablet camera photographs to predict healing of diabetes-related foot ulcers. - Renaid B. Kim; Jonathan Gryak; Abinash Mishra; Can Cui; S. M. Reza Soroushmehr; Kayvan Najarian; James S. Wrobel (Comput. Biol. Medicine, 2020)

Motion-based Camera Localization System in Colonoscopy Videos. - Heming Yao; Ryan W. Stidham; Jonathan Gryak; Kayvan Najarian (CoRR, 2020)

Solving the Conjugacy Decision Problem via Machine Learning. - Jonathan Gryak; Robert M. Haralick; Delaram Kahrobaei (Exp. Math., 2020)

Automatic Segmentation of Dental Root Canal and Merging with Crown Shape. - Romain Deleat-Besson; Celia Le; Najla Al Turkestani; Winston Zhang; Maxime Dumont; Serge Brosset; Juan Carlos Prieto 001; Lucia H. S. Cevidanes; Jonas Bianchi; Antonio C. Ruellas; Marcela Gurgel; Camila Massaro; et al. (EMBC, 2021)

Automatic Segmentation of Mandibular Ramus and Condyles. - Celia Le; Romain Deleat-Besson; Juan Carlos Prieto 001; Serge Brosset; Maxime Dumont; Winston Zhang; Lucia H. S. Cevidanes; Jonas Bianchi; Antonio C. Ruellas; Liliane R. Gomes; Marcela Gurgel; Camila Massaro; et al. (EMBC, 2021)

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 001; et al. (EMBC, 2021)

Web infrastructure for data management, storage and computation. - Serge Brosset; Maxime Dumont; Lucia H. S. Cevidanes; Reza Soroushmehr; Jonas Bianchi; Marcela Lima Gurgel; Romain Deleat-Besson; Celia Le; Antonio C. Ruellas; Marilia Yatabe; Liliane R. Gomes; João Roberto Gonçalves; et al. (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2021)

Merging and Annotating Teeth and Roots from Automated Segmentation of Multimodal Images. - Romain Deleat-Besson; Celia Le; Winston Zhang; Najla Al Turkestani; Lucia H. S. Cevidanes; Jonas Bianchi; Antonio C. Ruellas; Marcela Gurgel; Camila Massaro; Aron Aliaga Del Castillo; Marcos Ioshida; Marilia Yatabe; et al. (ML-CDS@MICCAI, 2021)

Feature Selection for Privileged Modalities in Disease Classification. - Winston Zhang; Najla Al Turkestani; Jonas Bianchi; Celia Le; Romain Deleat-Besson; Antonio C. Ruellas; Lucia H. S. Cevidanes; Marilia Yatabe; João Roberto Gonçalves; Erika Benavides; Fabiana Soki; Juan Prieto 001; et al. (ML-CDS@MICCAI, 2021)

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)

Prediction of cardiac arrhythmia using deterministic probabilistic finite-state automata. - Zhi Li; Harm Derksen; Jonathan Gryak; Cheng Jiang 003; Zijun Gao; Winston Zhang; Hamid Ghanbari; Pujitha Gunaratne; Kayvan Najarian (Biomed. Signal Process. Control., 2021)

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)

A Novel Tropical Geometry-based Interpretable Machine Learning Method: Application in Prognosis of Advanced Heart Failure. - Heming Yao; Harm Derksen; Jessica R. Golbus; Justin Zhang 005; Keith D. Aaronson; Jonathan Gryak; Kayvan Najarian (CoRR, 2021)

Automated Spleen Injury Detection Using 3D Active Contours and Machine Learning. - Julie Wang; Alexander Wood; Chao Gao; Kayvan Najarian; Jonathan Gryak (Entropy, 2021)

Motion-based camera localization system in colonoscopy videos. - Heming Yao; Ryan W. Stidham; Zijun Gao; Jonathan Gryak; Kayvan Najarian (Medical Image Anal., 2021)

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; Pujitha Gunaratne; Jonathan Gryak; Kayvan Najarian; Brahmajee K. Nallamothu; Hamid Ghanbari (BMC Medical Informatics Decis. Mak., 2021)

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)

Algebraic Methods for Tensor Data. - Neriman Tokcan; Jonathan Gryak; Kayvan Najarian; Harm Derksen (SIAM J. Appl. Algebra Geom., 2021)

Learning Using Partially Available Privileged Information and Label Uncertainty: Application in Detection of Acute Respiratory Distress Syndrome. - Elyas Sabeti; Joshua Drews; Narathip Reamaroon; Elisa Warner; Michael W. Sjoding; Jonathan Gryak; Kayvan Najarian (IEEE J. Biomed. Health Informatics, 2021)

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 Medical Imaging, 2022)

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; Brahmajee K. Nallamothu; Kayvan Najarian (BMC Medical Imaging, 2022)

Prediction of Oral Food Challenges via Machine Learning. - Justin Zhang 005; Deborah Lee; Kylie Jungles; Diane Shaltis; Kayvan Najarian; Rajan Ravikumar; Georgiana Sanders; Jonathan Gryak (CoRR, 2022)

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)

Tensor Denoising via Amplification and Stable Rank Methods. - Jonathan Gryak; Kayvan Najarian; Harm Derksen (CoRR, 2023)

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 005; Keith D. Aaronson; Jonathan Gryak; Kayvan Najarian (IEEE J. Biomed. Health Informatics, 2023)

Quadratic Multilinear Discriminant Analysis for Tensorial Data Classification. - Cristian Minoccheri; Olivia Alge; Jonathan Gryak; Kayvan Najarian; Harm Derksen (Algorithms, 2023)

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. Medicine, 2024)