Valentina Pedoia | Scholar Profiles and Rankings

Publications and Citation History

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Automated evaluation of hip abductor muscle quality and size in hip osteoarthritis: Localized muscle regions are strongly associated with overall muscle quality (journal article) Roach, Koren E. \| Bird, Alyssa L. \| Pedoia, Valentina \| Majumdar, Sharmila \| Souza, Richard B. Magnetic Resonance Imaging, volume 111 (2024). 10.1016/j.mri.2024.04.025 Cite \| Source
Machine learning-based automated scan prescription of lumbar spine MRI acquisitions (journal article) Ozhinsky, Eugene \| Liu, Felix \| Pedoia, Valentina \| Majumdar, Sharmila Magnetic Resonance Imaging, volume 110 (2024). 10.1016/j.mri.2024.03.041 Cite \| Source
Effects of T1 p Characteristics of Load‐Bearing Hip Cartilage on Bilateral Knee Patellar Cartilage Subregions: Subjects With None to Moderate Radiographic Hip Osteoarthritis (journal article) Bhattacharjee, Rupsa \| Thahakoya, Rafeek \| Luitjens, Johanna \| Han, Misung \| Roach, Koren E. \| Jiang, Fei \| Souza, Richard B. \| Pedoia, Valentina \| Majumdar, Sharmila Journal of Magnetic Resonance Imaging, volume 60, issue 1, pages 186-202 (2024). 10.1002/jmri.29009 Cited by (1) \| Cite \| Source
Improving the Generalizability of Deep Learning for T2-Lesion Segmentation of Gliomas in the Post-Treatment Setting (journal article) Ellison, Jacob \| Caliva, Francesco \| Damasceno, Pablo \| Luks, Tracy L. \| LaFontaine, Marisa \| Cluceru, Julia \| Kemisetti, Anil \| Li, Yan \| Molinaro, Annette M. \| Pedoia, Valentina \| ... \| Lupo, Janine M. Bioengineering, volume 11, issue 5, pages 497- (2024). 10.3390/bioengineering11050497 Cite \| Source
THE RELATIONSHIP BETWEEN ULTRA-PROCESSED FOOD INTAKE AND KNEE CARTILAGE THICKNESS IN MEN AND WOMEN:DATA FROM OSTEOARTHRITIS INITIATIVE (journal article) Akkaya, Zehra \| Joseph, Gabby B. \| Lynch, John A. \| McCulloch, Charles \| Gassert, Felix \| Pedoia, Valentina \| Sims, Wynton \| Lane, Nancy E. \| Link, Thomas M. Osteoarthritis and Cartilage, volume 32 (2024). 10.1016/j.joca.2024.02.522 Cite \| Source
HIGHER PEAK HIP FLEXION DURING STAIR AMBULATION IS ASSOCIATED WITH HIP OSTEOARTHRITIS PROGRESSION (journal article) Chen, Laura \| Hammond, Eric \| Link, Thomas M. \| Luitjens, Johanna \| Pedoia, Valentina \| Majumdar, Sharmila \| Souza, Richard Osteoarthritis and Cartilage, volume 32 (2024). 10.1016/j.joca.2024.02.361 Cite \| Source
PREDICTION OF INCIDENT CONSTANT AND INTERMITTENT KNEE PAIN BY CARTILAGE THICKNESS AND T2 VALUES: DATA FROM THE OAI (journal article) Löffler, Maximilian T. \| Joseph, Gabby B. \| Lynch, John A. \| Lane, Nancy E. \| Pedoia, Valentina \| Majumdar, Sharmila \| Nevitt, Michael \| McCulloch, Charles \| Link, Thomas M. Osteoarthritis and Cartilage, volume 32 (2024). 10.1016/j.joca.2024.02.032 Cite \| Source
Thresholding approaches for estimating paraspinal muscle fat infiltration using T1 ‐ and T2 ‐weighted MRI : Comparative analysis using water–fat MRI (journal article) Ornowski, Jessica \| Dziesinski, Lucas \| Hess, Madeline \| Krug, Roland \| Fortin, Maryse \| Torres‐Espin, Abel \| Majumdar, Sharmila \| Pedoia, Valentina \| Bonnheim, Noah B. \| Bailey, Jeannie F. JOR SPINE, volume 7, issue 1 (2024). 10.1002/jsp2.1301 Cited by (1) \| Cite \| Source
The knee connectome: A novel tool for studying spatiotemporal change in cartilage thickness (journal article) Cummings, Jennifer \| Gao, Kenneth \| Chen, Vincent \| Morales Martinez, Alejandro \| Iriondo, Claudia \| Caliva, Francesco \| Majumdar, Sharmila \| Pedoia, Valentina Journal of Orthopaedic Research, volume 42, issue 1, pages 43-53 (2024). 10.1002/jor.25637 Cite \| Source
Synthetic Knee MRI T1p Maps as an Avenue for Clinical Translation of Quantitative Osteoarthritis Biomarkers (journal article) Tong, Michelle W. \| Tolpadi, Aniket A. \| Bhattacharjee, Rupsa \| Han, Misung \| Majumdar, Sharmila \| Pedoia, Valentina Bioengineering, volume 11, issue 1, pages 17- (2023). 10.3390/bioengineering11010017 Cite \| Source
Multiparametric MRI of Knees in Collegiate Basketball Players: Associations With Morphological Abnormalities and Functional Deficits (journal article) Nosrat, Cameron \| Gao, Kenneth T. \| Bhattacharjee, Rupsa \| Pedoia, Valentina \| Koff, Matthew F. \| Gold, Garry E. \| Potter, Hollis G. \| Majumdar, Sharmila Orthopaedic Journal of Sports Medicine, volume 11, issue 12 (2023). 10.1177/23259671231216490 Cited by (1) \| Cite \| Source
NIMG-12. SPATIALLY MAPPING TREATMENT-EFFECT IN RECURRENT GLIOMA WITH PHYSIOLOGIC MRI AND DEEP LEARNING (journal article) Ellison, Jacob \| Tran, Nate \| Hanna, Rany \| Phillips, Joanna \| Shai, Anny \| Nair, Devika \| Molinaro, Annette \| Pedoia, Valentina \| Li, Yan \| Luks, Tracy \| ... \| Lupo, Janine Neuro-Oncology, volume 25, issue Supplement_5, pages v186-v187 (2023). 10.1093/neuonc/noad179.0708 Cite \| Source
Arthritis Foundation/HSS Workshop on Hip Osteoarthritis, Part 2: Detecting Hips at Risk: Early Biomechanical and Structural Mechanisms (journal article) Vassileva, Maria T. \| Kim, Jason S. \| Valle, Alejandro Gonzalez Della \| Harris, Michael D. \| Pedoia, Valentina \| Lattanzi, Riccardo \| Kraus, Virginia Byers \| Pascual-Garrido, Cecilia \| Bostrom, Mathias P. HSS Journal®: The Musculoskeletal Journal of Hospital for Special Surgery, volume 19, issue 4, pages 428-433 (2023). 10.1177/15563316231192097 Cite \| Source
Associations between weight change, knee subcutaneous fat and cartilage thickness in overweight and obese individuals: 4-Year data from the osteoarthritis initiative (journal article) Joseph, Gabby B. \| Takakusagi, Melia \| Arcilla, Gino \| Lynch, John A. \| Pedoia, Valentina \| Majumdar, Sharmila \| Lane, Nancy E. \| Nevitt, Michael C. \| McCulloch, Charles E. \| Link, Thomas M. Osteoarthritis and Cartilage, volume 31, issue 11, pages 1515-1523 (2023). 10.1016/j.joca.2023.07.011 Cited by (2) \| Cite \| Source
Large‐Scale Analysis of Meniscus Morphology as Risk Factor for Knee Osteoarthritis (journal article) Gao, Kenneth T. \| Xie, Emily \| Chen, Vincent \| Iriondo, Claudia \| Calivà, Francesco \| Souza, Richard B. \| Majumdar, Sharmila \| Pedoia, Valentina Arthritis & Rheumatology, volume 75, issue 11, pages 1958-1968 (2023). 10.1002/art.42623 Cited by (2) \| Cite \| Source
Chondral Injury Associated With ACL Injury: Assessing Progressive Chondral Degeneration With Morphologic and Quantitative MRI Techniques (journal article) Davidson, Emily J. \| Figgie, Caroline \| Nguyen, Joseph \| Pedoia, Valentina \| Majumdar, Sharmila \| Potter, Hollis G. \| Koff, Matthew F. Sports Health: A Multidisciplinary Approach (2023). 10.1177/19417381231205276 Cited by (1) \| Cite \| Source
Comparing bone shape models from deep learning processing of magnetic resonance imaging to computed tomography-based models (journal article) Wong, Victoria \| Calivá, Francesco \| Su, Favian \| Pedoia, Valentina \| Lansdown, Drew JSES International, volume 7, issue 5, pages 861-867 (2023). 10.1016/j.jseint.2023.05.008 Cited by (1) \| Cite \| Source
Persistent underloading of patellofemoral joint following hamstring autograft ACL reconstruction is associated with cartilage health (journal article) Liao, Tzu-Chieh \| Bird, Alyssa \| Samaan, Michael A. \| Pedoia, Valentina \| Majumdar, Sharmila \| Souza, Richard B. Osteoarthritis and Cartilage, volume 31, issue 9, pages 1265-1273 (2023). 10.1016/j.joca.2023.04.010 Cited by (4) \| Cite \| Source
Deep Learning for Multi-Tissue Segmentation and Fully Automatic Personalized Biomechanical Models from BACPAC Clinical Lumbar Spine MRI (journal article) Hess, Madeline \| Allaire, Brett \| Gao, Kenneth T \| Tibrewala, Radhika \| Inamdar, Gaurav \| Bharadwaj, Upasana \| Chin, Cynthia \| Pedoia, Valentina \| Bouxsein, Mary \| Anderson, Dennis \| Majumdar, Sharmila Pain Medicine, volume 24, issue Supplement_1, pages S139-S148 (2023). 10.1093/pm/pnac142 Cited by (5) \| Cite \| Source
Technology and Tool Development for BACPAC: Qualitative and Quantitative Analysis of Accelerated Lumbar Spine MRI with Deep-Learning Based Image Reconstruction at 3T (journal article) Han, Misung \| Bahroos, Emma \| Hess, Madeline E \| Chin, Cynthia T \| Gao, Kenneth T \| Shin, David D \| Villanueva-Meyer, Javier E \| Link, Thomas M \| Pedoia, Valentina \| Majumdar, Sharmila Pain Medicine, volume 24, issue Supplement_1, pages S149-S159 (2023). 10.1093/pm/pnad035 Cited by (1) \| Cite \| Source

Title	Investigators	Year	Cost	Agency
Multidimensional MRI-based Non-Euclidean Deep Learning to Study Osteoarthritis	Pedoia, Valentina	2020	$249,000	NATIONAL INSTITUTE OF ARTHRITIS AND MUSCULOSKELETAL AND SKIN DISEASES
Deep Learning for Characterizing Knee Joint Degeneration Predicting Progression of Osteoarthritis and Total Knee Replacement	Majumdar, Sharmila \| Pedoia, Valentina	2020	$403,748	NATIONAL INSTITUTE OF ARTHRITIS AND MUSCULOSKELETAL AND SKIN DISEASES
Deep Learning for Characterizing Knee Joint Degeneration Predicting Progression of Osteoarthritis and Total Knee Replacement	Majumdar, Sharmila \| Pedoia, Valentina	2019	$447,173	NATIONAL INSTITUTE OF ARTHRITIS AND MUSCULOSKELETAL AND SKIN DISEASES
Multidimensional MRI-based Non-Euclidean Deep Learning to Study Osteoarthritis	Pedoia, Valentina	2019	$249,000	NATIONAL INSTITUTE OF ARTHRITIS AND MUSCULOSKELETAL AND SKIN DISEASES
Deep Learning for Characterizing Knee Joint Degeneration Predicting Progression of Osteoarthritis and Total Knee Replacement	Majumdar, Sharmila \| Pedoia, Valentina	2018	$399,482	NATIONAL INSTITUTE OF ARTHRITIS AND MUSCULOSKELETAL AND SKIN DISEASES
Multidimensional MRI-based Non-Euclidean Deep Learning to Study Osteoarthritis	Pedoia, Valentina	2018	$249,000	NATIONAL INSTITUTE OF ARTHRITIS AND MUSCULOSKELETAL AND SKIN DISEASES
Deep Learning for Characterizing Knee Joint Degeneration Predicting Progression of Osteoarthritis and Total Knee Replacement	Majumdar, Sharmila \| Pedoia, Valentina	2018	$24,598	NATIONAL INSTITUTE OF ARTHRITIS AND MUSCULOSKELETAL AND SKIN DISEASES
Multidimensional MRI-based Big Data Analytics to Study Osteoarthritis	Pedoia, Valentina	2017	$94,041	NATIONAL INSTITUTE OF ARTHRITIS AND MUSCULOSKELETAL AND SKIN DISEASES