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Valentina Pedoia
Valentina Pedoia
Assistant Professor @ MQIR - UCSF
Verified email at ucsf.edu
Title
Cited by
Cited by
Year
Use of 2D U-Net convolutional neural networks for automated cartilage and meniscus segmentation of knee MR imaging data to determine relaxometry and morphometry
B Norman, V Pedoia, S Majumdar
Radiology 288 (1), 177-185, 2018
3932018
Applying densely connected convolutional neural networks for staging osteoarthritis severity from plain radiographs
B Norman, V Pedoia, A Noworolski, TM Link, S Majumdar
Journal of digital imaging 32 (3), 471-477, 2019
1302019
3D convolutional neural networks for detection and severity staging of meniscus and PFJ cartilage morphological degenerative changes in osteoarthritis and anterior cruciate …
V Pedoia, B Norman, SN Mehany, MD Bucknor, TM Link, S Majumdar
Journal of Magnetic Resonance Imaging 49 (2), 400-410, 2019
1282019
Fully automatic analysis of the knee articular cartilage T relaxation time using voxel‐based relaxometry
V Pedoia, X Li, F Su, N Calixto, S Majumdar
Journal of Magnetic Resonance Imaging 43 (4), 970-980, 2016
1112016
Automatic hip fracture identification and functional subclassification with deep learning
JD Krogue, KV Cheng, KM Hwang, P Toogood, EG Meinberg, EJ Geiger, ...
Radiology: Artificial Intelligence 2 (2), e190023, 2020
1042020
Cartilage T1ρ and T2 relaxation times: longitudinal reproducibility and variations using different coils, MR systems and sites
X Li, V Pedoia, D Kumar, J Rivoire, C Wyatt, D Lansdown, K Amano, ...
Osteoarthritis and cartilage 23 (12), 2214-2223, 2015
1032015
Distance map loss penalty term for semantic segmentation
F Caliva, C Iriondo, AM Martinez, S Majumdar, V Pedoia
arXiv preprint arXiv:1908.03679, 2019
992019
Deep learning predicts total knee replacement from magnetic resonance images
AA Tolpadi, JJ Lee, V Pedoia, S Majumdar
Scientific reports 10 (1), 6371, 2020
892020
Segmentation of joint and musculoskeletal tissue in the study of arthritis
V Pedoia, S Majumdar, TM Link
Magnetic Resonance Materials in Physics, Biology and Medicine 29, 207-221, 2016
842016
Gait Characteristics Associated With a Greater Increase in Medial Knee Cartilage T and T2 Relaxation Times in Patients Undergoing Anterior Cruciate Ligament …
HL Teng, D Wu, F Su, V Pedoia, RB Souza, CB Ma, X Li
The American journal of sports medicine 45 (14), 3262-3271, 2017
792017
Diagnosing osteoarthritis from T2 maps using deep learning: an analysis of the entire Osteoarthritis Initiative baseline cohort
V Pedoia, J Lee, B Norman, TM Link, S Majumdar
Osteoarthritis and cartilage 27 (7), 1002-1010, 2019
772019
Deep learning for lesion detection, progression, and prediction of musculoskeletal disease
R Kijowski, F Liu, F Caliva, V Pedoia
Journal of magnetic resonance imaging 52 (6), 1607-1619, 2020
732020
Analysis of the articular cartilage T and T2 relaxation times changes after ACL reconstruction in injured and contralateral knees and relationships with bone shape
V Pedoia, F Su, K Amano, Q Li, CE McCulloch, RB Souza, TM Link, ...
Journal of Orthopaedic Research 35 (3), 707-717, 2017
732017
Development and validation of a multitask deep learning model for severity grading of hip osteoarthritis features on radiographs
CE von Schacky, JH Sohn, F Liu, E Ozhinsky, PM Jungmann, L Nardo, ...
Radiology 295 (1), 136-145, 2020
672020
Three-dimensional MRI-based statistical shape model and application to a cohort of knees with acute ACL injury
V Pedoia, DA Lansdown, M Zaid, CE McCulloch, R Souza, CB Ma, X Li
Osteoarthritis and cartilage 23 (10), 1695-1703, 2015
672015
Automatic deep learning–assisted detection and grading of abnormalities in knee MRI studies
B Astuto, I Flament, N K. Namiri, R Shah, U Bharadwaj, T M. Link, ...
Radiology: Artificial Intelligence 3 (3), e200165, 2021
662021
Frontal plane knee mechanics and early cartilage degeneration in people with anterior cruciate ligament reconstruction: a longitudinal study
D Kumar, F Su, D Wu, V Pedoia, L Heitkamp, CB Ma, RB Souza, X Li
The American journal of sports medicine 46 (2), 378-387, 2018
622018
Abnormal biomechanics at 6 months are associated with cartilage degeneration at 3 years after anterior cruciate ligament reconstruction
T Shimizu, MA Samaan, MS Tanaka, V Pedoia, RB Souza, X Li, CB Ma
Arthroscopy: The Journal of Arthroscopic & Related Surgery 35 (2), 511-520, 2019
612019
Imaging Bone–Cartilage Interactions in Osteoarthritis Using [18F]-NaF PET-MRI
D Savic, V Pedoia, Y Seo, J Yang, M Bucknor, BL Franc, S Majumdar
Molecular imaging 15, 1536012116683597, 2016
572016
T1ρ and T2 relaxation times are associated with progression of hip osteoarthritis
MC Gallo, C Wyatt, V Pedoia, D Kumar, S Lee, L Nardo, TM Link, ...
Osteoarthritis and cartilage 24 (8), 1399-1407, 2016
572016
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