| Deep learning predicts total knee replacement from magnetic resonance images AA Tolpadi, JJ Lee, V Pedoia, S Majumdar Scientific reports 10 (1), 6371, 2020 | 89 | 2020 |
| K2S Challenge: From Undersampled K-Space to Automatic Segmentation AA Tolpadi, U Bharadwaj, KT Gao, R Bhattacharjee, FG Gassert, ... Bioengineering 10 (2), 267, 2023 | 8 | 2023 |
| Region of interest-specific loss functions improve T2 quantification with ultrafast T2 mapping MRI sequences in knee, hip and lumbar spine AA Tolpadi, M Han, F Calivà, V Pedoia, S Majumdar Scientific Reports 12 (1), 22208, 2022 | 6 | 2022 |
| Inverse biomechanical modeling of the tongue via machine learning and synthetic training data AA Tolpadi, ML Stone, A Carass, JL Prince, AD Gomez Medical Imaging 2018: Image-Guided Procedures, Robotic Interventions, and …, 2018 | 4 | 2018 |
| Recurrent encoder–decoder network accelerates T2 mapping in the knee, hip and lumbar spine AA Tolpadi, F Calivà, M Han, V Pedoia, SA Majumdar Proceedings of the 30th Annual Meeting of ISMRM, London, England, United …, 2022 | 1 | 2022 |
| 8X Accelerated Intervertebral Disc Compositional Evaluation with Recurrent Encoder-Decoder Deep Learning Network A Tolpadi, F Calivà, M Han, V Pedoia, S Majumdar The International Society for Magnetic Resonance in Medicine, 2021 | 1 | 2021 |
| Machine Learning for Computational Modeling of Tongue Mechanics AA Tolpadi, AD Gomez, JL Prince Semantic Scholar, 2017 | 1 | 2017 |
| Synthetic Knee MRI T1p Maps as an Avenue for Clinical Translation of Quantitative Osteoarthritis Biomarkers MW Tong, AA Tolpadi, R Bhattacharjee, M Han, S Majumdar, V Pedoia Bioengineering 11 (1), 17, 2023 | | 2023 |
| Synthetic Inflammation Imaging with PatchGAN Deep Learning Networks AA Tolpadi, J Luitjens, FG Gassert, X Li, TM Link, S Majumdar, V Pedoia Bioengineering 10 (5), 516, 2023 | | 2023 |
| Automatic Reconstruction, Synthesis, and Processing of Musculoskeletal Magnetic Resonance Images Using Deep Learning A Tolpadi University of California, San Francisco, 2023 | | 2023 |
| Inverse biomechanical modeling via machine learning and synthetic training data. AA Tolpadi, ML Stone, A Carass, JL Prince, AD Gomez Medical Imaging: Image-Guided Procedures, 1057606, 2018 | | 2018 |
| A Cartilage-Specific Loss Function Improves Image Reconstruction Performance in Multiple Tissues of Clinical Interest A Tolpadi, F Calivà, M Han, E Bahroos, P Larson, S Majumdar, V Pedoia | | |
| Deep Learning Predicts Synthetic T1rho Maps from T2 Maps for Knee MRI MW Tong, AA Tolpadi, A Beltran, S Majumdar, V Pedoia | | |
Valentina PedoiaAssistant Professor @ MQIR - UCSFVerified email at ucsf.edu
