Concepedia

Jonathan Gryak

JG

33

Publications

923

Citations

18

H-Index

2018

Active since

Affiliations

University of Michigan(Current)

Michigan Medicine

University of North Carolina at Chapel Hill

Shanghai Jiao Tong University

Ann Arbor VA Medical Center

Jonathan Gryak is an author at University of Michigan specializing in engineering, medicine, and pattern recognition.

Top concepts

EngineeringPattern RecognitionMedicineMachine LearningMedical Image ComputingDeep LearningMedical ImagingRadiologyImage AnalysisData Science

Publications per year

2018–2022

33

Publications

33

Fully automated endoscopic disease activity assessment in ulcerative colitis

Heming Yao, Kayvan Najarian, Jonathan Gryak et al. · Gastrointestinal Endoscopy · 2020 · 110 citations

Gastroenterology, Diagnosis, Gi Technique +3

Automatic multi-anatomical skull structure segmentation of cone-beam computed tomography scans using 3D UNETR

Maxime Gillot, Baptiste Baquero, Celia Le et al. · PLoS ONE · 2022 · 62 citations · Full text

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 et al. · npj Digital Medicine · 2021 · 55 citations · Full text

Vessel segmentation for X-ray coronary angiography using ensemble methods with deep learning and filter-based features

Zijun Gao, Lu Wang, S. M. Reza Soroushmehr et al. · BMC Medical Imaging · 2022 · 55 citations · Full text

Diabetic Wound Segmentation using Convolutional Neural Networks

Can Cui, Karl Thurnhofer‐Hemsi, S. M. Reza Soroushmehr et al. · 2019 · 50 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +17

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