Valentina Pedoia

Use of 2D U-Net Convolutional Neural Networks for Automated Cartilage and Meniscus Segmentation of Knee MR Imaging Data to Determine Relaxometry and Morphometry

Berk Norman, Valentina Pedoia, Sharmila Majumdar · Radiology · 2018 · 430 citations · Full text

Medicine, Orthopaedic Surgery, Radiology +17

Applying Densely Connected Convolutional Neural Networks for Staging Osteoarthritis Severity from Plain Radiographs

Berk Norman, Valentina Pedoia, Adam Noworolski et al. · Journal of Digital Imaging · 2018 · 167 citations · Full text

Medicine, Orthopedic Surgery, Radiology +16

3D convolutional neural networks for detection and severity staging of meniscus and PFJ cartilage morphological degenerative changes in osteoarthritis and anterior cruciate ligament subjects

Valentina Pedoia, Berk Norman, Sarah N. Mehany et al. · Journal of Magnetic Resonance Imaging · 2018 · 166 citations · Full text

Medicine, Orthopaedic Surgery, Orthopedic Surgery +17

Automatic Deep Learning–assisted Detection and Grading of Abnormalities in Knee MRI Studies

Io Flament, Nikan K. Namiri, Rutwik Shah et al. · Radiology Artificial Intelligence · 2021 · 107 citations · Full text

Medicine, Orthopaedic Surgery, Orthopedic Surgery +17

Development and Validation of a Multitask Deep Learning Model for Severity Grading of Hip Osteoarthritis Features on Radiographs

Claudio E. von Schacky, Jae Ho Sohn, Felix Liu et al. · Radiology · 2020 · 98 citations · Full text

Medicine, Orthopaedic Surgery, Radiology +17