Berk Norman

Medicine · Health Sciences

5h-index887citations11works0.02yr avg
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Research Topics

Osteoarthritis Treatment and Mechanisms(6), Knee injuries and reconstruction techniques(3), Rheumatoid Arthritis Research and Therapies(2), Radiomics and Machine Learning in Medical Imaging(2), Face and Expression Recognition(1)

Publications11 total

Assessing Alternative Sources of Data for Education Research
2021
Diagnosing osteoarthritis from T2 maps using deep learning: an analysis of the entire Osteoarthritis Initiative baseline cohort
Osteoarthritis and Cartilage·2019· 114 citedOpen Access
3D convolutional neural networks for detection and severity staging of meniscus and PFJ cartilage morphological degenerative changes in osteoarthritis and anterior cruciate ligament subjects
Journal of Magnetic Resonance Imaging·2018· 162 citedOpen Access
Applying Densely Connected Convolutional Neural Networks for Staging Osteoarthritis Severity from Plain Radiographs
Journal of Digital Imaging·2018· 164 citedOpen Access
ScarGAN: Chained Generative Adversarial Networks to Simulate Pathological Tissue on Cardiovascular MR Scans
arXiv (Cornell University)·2018· 3 citedOpen Access
Artificial intelligence pipeline for meniscus segmentation and lesion detection
Osteoarthritis and Cartilage·2018· 3 citedOpen Access
Automatic knee Kellgren Lawrence grading with artificial intelligence
Osteoarthritis and Cartilage·2018· 5 cited
Automatic segmentation of hip cartilage with deep convolutional neural nets for the evaluation of acetabulum and femoral T1ρ and T2 relaxation times.
Osteoarthritis and Cartilage·2018· 2 citedOpen Access
Use of 2D U-Net Convolutional Neural Networks for Automated Cartilage and Meniscus Segmentation of Knee MR Imaging Data to Determine Relaxometry and Morphometry
Radiology·2018· 420 citedOpen Access
Stem Cell Labeling with Iron Oxide Nanoparticles Using Focused Ultrasound and MRI Tracking
2013
A Mahalanobis distance fuzzy classifier
2002· 14 cited

Frequent Co-authors

Valentina Pedoia(7), Sharmila Majumdar(7), Thomas M. Link(3), Adam Noworolski(2), Thomas M. Link(2), Sarah N. Mehany(1), Matthew D. Bucknor(1), Jinwoo Lee(1), Peter Deer(1), Peter Eklund(1), F. Din-Houn Lau(1), Tom Hendriks(1), Jesse Lieman-Sifry(1), Sean Sall(1), Daniel W. Golden(1), Michaël J. A. Girard(1), Jasmine Rossi‐deVries(1), Stephanie Shipp(1), Mark T. Orr(1), Bianica Pires(1)