Valentina Pedoia

Also affiliated with Codexis (United States), University of California, San Francisco, Laboratoire d’Imagerie Biomédicale, Berry (United States), Intelligent Health (United Kingdom), Altos Labs

MedicineEngineering

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 1%percentile

6.5Author DataRank

Indexed papers

8in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 8 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

The International Workshop on Osteoarthritis Imaging Knee MRI Segmentation Challenge: A Multi-Institute Evaluation and Analysis Framework on a Standardized Dataset

Research at the University of Copenhagen (University of Copenhagen)(2021)10.1148/ryai.2021200078

Top 6%

3.6DataRank

Top 6%78 citations

Francesco Calivá, Claudia Iriondo, Aliasghar Mortazi, Sachin Jambawalikar, Ulaş Bağcı +25 more

Papers

Driven by 48 papers — median percentile 57. Top paper: “The International Workshop on Osteoarthritis Imaging Knee MRI Segmentation Challenge: A Multi-Institute Evaluation and Analysis Framework on a Standardized Dataset”.

The International Workshop on Osteoarthritis Imaging Knee MRI Segmentation Challenge: A Multi-Institute Evaluation and Analysis Framework on a Standardized Dataset

Research at the University of Copenhagen (University of Copenhagen)(2021)10.1148/ryai.2021200078

Top 6%

3.6DataRank

Top 6%78 citations

Francesco Calivá, Claudia Iriondo, Aliasghar Mortazi, Sachin Jambawalikar, Ulaş Bağcı +25 more

Use of machine learning in osteoarthritis research: a systematic literature review

RMD Open(2022)10.1136/rmdopen-2021-001998

N/A

2.6DataRank · unranked

85 citations

Valentina Pedoia, Atul Janardhan Butte, Karine Louati, David Klatzmann, Francis Bérenbaum +3 more

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

Radiology Artificial Intelligence(2021)10.1148/ryai.2021200165

N/A

0.706DataRank · unranked

110 citations

Io Flament, Nikan K. Namiri, Rutwik Shah, Upasana Bharadwaj, Thomas M. Link +4 more

Deep Learning for Hierarchical Severity Staging of Anterior Cruciate Ligament Injuries from MRI

Radiology Artificial Intelligence(2020)10.1148/ryai.2020190207

Top 31%

0.646DataRank

Top 31%73 citations

Io Flament, Bruno A. A. Nunes, Rutwik Shah, Radhika Tibrewala, Francesco Calivá +4 more

The Use of Multiple Imaging Studies Before Shoulder Stabilization Surgery Is Increasing

Arthroscopy Sports Medicine and Rehabilitation(2022)10.1016/j.asmr.2022.01.003

Top 39%

0.487DataRank

Top 39%7 citations

Alan L. Zhang, C. Benjamin, Brian T. Feeley, Valentina Pedoia, Drew A. Lansdown +1 more

Weight Cycling and Knee Joint Degeneration in Individuals with Overweight or Obesity: Four‐Year Magnetic Resonance Imaging Data from the Osteoarthritis Initiative

Obesity(2021)10.1002/oby.23129

Top 41%

0.466DataRank

Top 41%11 citations

Sara Ramezanpour, Charles E. McCulloch, Michael C. Nevitt, J.A. Lynch, Nancy E. Lane +4 more

The effect of interactions between BMI and sustained depressive symptoms on knee osteoarthritis over 4 years: data from the osteoarthritis initiative

BMC Musculoskeletal Disorders(2023)10.1186/s12891-023-06132-3

Top 44%

0.418DataRank

Top 44%5 citations

Charles E. McCulloch, Michael C. Nevitt, J.A. Lynch, Nancy E. Lane, Valentina Pedoia +3 more

Automatic hip abductor muscle fat fraction estimation and association with early OA cartilage degeneration biomarkers

Journal of Orthopaedic Research®(2020)10.1002/jor.24974

N/A

0.385DataRank · unranked

12 citations

Valentina Pedoia, Jinhee Lee, Carla Kinnunen, Tijana Popovic, Alan L. Zhang +4 more

Quantifying knee-adjacent subcutaneous fat in the entire OAI baseline dataset – Associations with cartilage MRI T2, thickness and pain, independent of BMI

Osteoarthritis and Cartilage(2025)10.1016/j.joca.2025.01.001

N/A

0.383DataRank · unranked

7 citations

Felix Liu, Katharina Ziegeler, Zehra Akkaya, J.A. Lynch, Valentina Pedoia +6 more

Towards automatic cartilage quantification in clinical trials – Continuing from the 2019 IWOAI knee segmentation challenge

Osteoarthritis Imaging(2023)10.1016/j.ostima.2023.100087

Top 48%

0.370DataRank

Top 48%7 citations

Arjun Desai, Cem M. Deniz, Haresh Rengaraj Rajamohan, Ravinder R. Regatte, Claudia Iriondo +17 more

Ultra-processed food consumption is associated with knee osteoarthritis: Data from the Osteoarthritis Initiative

Osteoarthritis and Cartilage(2025)10.1016/j.joca.2025.05.011

Top 52%

0.333DataRank

Top 52%6 citations

Wynton Sims, J.A. Lynch, Maximilian T. Löffler, Felix G. Gassert, M. Nevitt +7 more

Longitudinal Changes of Patellar Alignment Before and After Anterior Cruciate Ligament Reconstruction With Hamstring Autograft

The American Journal of Sports Medicine(2021)10.1177/03635465211028993

N/A

0.292DataRank · unranked

6 citations

Valentina Pedoia, Sharmila Majumdar, Richard B. Souza, Tzu‐Chieh Liao

Effects of T1p Characteristics of Load‐Bearing Hip Cartilage on Bilateral Knee Patellar Cartilage Subregions: Subjects With None to Moderate Radiographic Hip Osteoarthritis

Journal of Magnetic Resonance Imaging(2023)10.1002/jmri.29009

N/A

0.241DataRank · unranked

4 citations

Rafeek Thahakoya, Johanna Luitjens, Misung Han, Koren E. Roach, Fei Jiang +4 more

Synthetic Knee MRI T1p Maps as an Avenue for Clinical Translation of Quantitative Osteoarthritis Biomarkers

Bioengineering(2023)10.3390/bioengineering11010017

Top 65%

0.208DataRank

Top 65%2 citations

Aniket Tolpadi, Rupsa Bhattacharjee, Misung Han, Sharmila Majumdar, Valentina Pedoia +1 more

Association of patella alignment with cartilage relaxation times and self‐reported symptoms in individuals with patellofemoral degeneration

Journal of Orthopaedic Research®(2022)10.1002/jor.25384

N/A

0.165DataRank · unranked

2 citations

Valentina Pedoia, Thomas Link, Sharmila Majumdar, Richard B. Souza, Tzu‐Chieh Liao

Foundations of a Knee Joint Digital Twin from qMRI Biomarkers for Osteoarthritis and Knee Replacement

arXiv (Cornell University)(2025)10.48550/arxiv.2501.15396

N/A

0.123DataRank · unranked

1 citations

Kenneth T. Gao, Felix G. Gassert, Johanna Luitjens, Fei Jiang, Sharmila Majumdar +2 more

Elucidating genetic associations that differentiate pain progression cluster groups in knee osteoarthritis patients

Osteoarthritis and Cartilage(2019)10.1016/j.joca.2019.02.684

N/A

0.104DataRank · unranked

1 citations

J. Lee, F. Liu, V. Pedoia, S. Majumdar, Nadav Rappoport +4 more

Persistent underloading of patellofemoral joint following hamstring autograft ACL reconstruction is associated with cartilage health

Osteoarthritis and Cartilage(2023)10.1016/j.joca.2023.04.010

N/A

0DataRank · unranked

15 citations

Alyssa Bird, Michael A. Samaan, Valentina Pedoia, Sharmila Majumdar, Richard B. Souza +1 more

Associations between weight change, knee subcutaneous fat and cartilage thickness in overweight and obese individuals: 4-Year data from the osteoarthritis initiative

Osteoarthritis and Cartilage(2023)10.1016/j.joca.2023.07.011

N/A

0DataRank · unranked

10 citations

Melia Takakusagi, Gino Arcilla, J.A. Lynch, Valentina Pedoia, Sharmila Majumdar +5 more

Chondral Injury Associated With ACL Injury: Assessing Progressive Chondral Degeneration With Morphologic and Quantitative MRI Techniques

Sports Health A Multidisciplinary Approach(2023)10.1177/19417381231205276

N/A

0DataRank · unranked

5 citations

Caroline A. Figgie, Joseph Nguyen, Valentina Pedoia, Sharmila Majumdar, Hollis G. Potter +2 more

Technology and Tool Development for BACPAC: Qualitative and Quantitative Analysis of Accelerated Lumbar Spine MRI with Deep-Learning Based Image Reconstruction at 3T

Pain Medicine(2023)10.1093/pm/pnad035

N/A

0DataRank · unranked

6 citations

Emma Bahroos, Madeline Hess, Cynthia T. Chin, Kenneth T. Gao, David Shin +5 more

The knee connectome: A novel tool for studying spatiotemporal change in cartilage thickness

Journal of Orthopaedic Research®(2023)10.1002/jor.25637

N/A

0DataRank · unranked

2 citations

Kenneth T. Gao, Vincent Chen, Alejandro Morales Martinez, Claudia Iriondo, Francesco Calivá +3 more

The relationships between patellofemoral bone remodeling, cartilage composition, and vertical loading rate: PET/MRI in isolated patellofemoral osteoarthritis

Osteoarthritis and Cartilage(2024)10.1016/j.joca.2024.09.001

N/A

0DataRank · unranked

12 citations

Eric Hammond, Ngarmsrikam Chotigar, Zehra Akkaya, Fei Jiang, Emma Bahroos +7 more

Automated evaluation of hip abductor muscle quality and size in hip osteoarthritis: Localized muscle regions are strongly associated with overall muscle quality

Magnetic Resonance Imaging(2024)10.1016/j.mri.2024.04.025

N/A

0DataRank · unranked

4 citations

Alyssa L. Bird, Valentina Pedoia, Sharmila Majumdar, Richard B. Souza, Koren E. Roach

Association Between Tibiofemoral Bone Shape Features and Retears After Anterior Cruciate Ligament Reconstruction

Orthopaedic Journal of Sports Medicine(2024)10.1177/23259671241289096

N/A

0DataRank · unranked

2 citations

Kenneth T. Gao, Ryan T. Halvorson, Jacob F. Oeding, Sharmila Majumdar, Valentina Pedoia +2 more

Machine learning-based automated scan prescription of lumbar spine MRI acquisitions

Magnetic Resonance Imaging(2024)10.1016/j.mri.2024.03.041

N/A

0DataRank · unranked

4 citations

Felix Liu, Valentina Pedoia, Sharmila Majumdar, Eugene Ozhinsky

Association of cartilage T1ρ and T2 relaxation time measurement with hip osteoarthritis progression: A 5-year longitudinal study using voxel-based relaxometry and Z-score normalization

Osteoarthritis and Cartilage Open(2024)10.1016/j.ocarto.2024.100538

N/A

0DataRank · unranked

1 citations

Koren E. Roach, Misung Han, Rupsa Bhattacharjee, Fei Jiang, Johanna Luitjens +5 more

Improving the Generalizability of Deep Learning for T2-Lesion Segmentation of Gliomas in the Post-Treatment Setting

Bioengineering(2024)10.3390/bioengineering11050497

N/A

0DataRank · unranked

0 citations

Francesco Calivá, Pablo F. Damasceno, Tracy Luks, Marisa Lafontaine, Julia Cluceru +7 more

The object detection method aids in image reconstruction evaluation and clinical interpretation of meniscal abnormalities

arXiv (Cornell University)(2024)10.48550/arxiv.2407.12184

N/A

0DataRank · unranked

0 citations

Aniket Tolpadi, Felix Liu, Zehra Akkaya, Felix G. Gassert, Paula Giesler +6 more

Improving radiologist detection of meniscal abnormality on undersampled, deep learning reconstructed knee MRI

Radiology Advances(2025)10.1093/radadv/umaf015

N/A

0DataRank · unranked

3 citations

Aniket Tolpadi, Felix Liu, Zehra Akkaya, Johanna Luitjens, Felix G. Gassert +7 more

Association between constant and intermittent knee pain and T2 values and cartilage thickness: data from the osteoarthritis initiative

Arthritis Research & Therapy(2025)10.1186/s13075-025-03667-9

N/A

0DataRank · unranked

1 citations

Gabby B. Joseph, J.A. Lynch, Nancy E. Lane, Valentina Pedoia, Sharmila Majumdar +4 more

Predictors of pain and cartilage damage in patellofemoral joint osteoarthritis: stair descent knee kinematics and kinetics

BMJ Open(2025)10.1136/bmjopen-2025-102121

N/A

0DataRank · unranked

0 citations

Joshua K. Johnson, Titus Haley, Jusuk Lee, Matthew D. Bucknor, Zehra Akkaya +6 more

Deep Learning Predicts Total Knee Replacement from Magnetic Resonance Images

Scientific Reports(2020)10.1038/s41598-020-63395-9

N/A

0DataRank · unranked

22 citations

Jinhee J. Lee, Valentina Pedoia, Sharmila Majumdar, Aniket Tolpadi

Altered tibiofemoral position following ACL reconstruction is associated with cartilage matrix changes: A voxel‐based relaxometry analysis

Journal of Orthopaedic Research®(2020)10.1002/jor.24708

N/A

0DataRank · unranked

19 citations

Jonathan Ochoa, Valentina Pedoia, Keiko Amano, Richard B. Souza, Xiaojuan Li +2 more

AI MSK clinical applications: cartilage and osteoarthritis

Skeletal Radiology(2021)10.1007/s00256-021-03909-2

N/A

0DataRank · unranked

38 citations

Charles E. McCulloch, Jae Ho Sohn, Valentina Pedoia, Sharmila Majumdar, Thomas M. Link +1 more

Uncovering associations between data-driven learned qMRI biomarkers and chronic pain

Scientific Reports(2021)10.1038/s41598-021-01111-x

N/A

0DataRank · unranked

21 citations

Jinhee J. Lee, Francesco Calivá, Claudia Iriondo, Felix Liu, Sharmila Majumdar +2 more

An ensemble clinical and MR-image deep learning model predicts 8-year knee pain trajectory: Data from the osteoarthritis initiative

Osteoarthritis Imaging(2021)10.1016/j.ostima.2021.100003

N/A

0DataRank · unranked

12 citations

Felix Liu, Sharmila Majumdar, Valentina Pedoia, Jinhee J. Lee

Adversarial Robust Training of Deep Learning MRI Reconstruction Models

The Journal of Machine Learning for Biomedical Imaging(2021)10.59275/j.melba.2021-df47

N/A

0DataRank · unranked

6 citations

Kaiyang Cheng, Rutwik Shah, Valentina Pedoia, Francesco Calivá

Deep Learning for Multi-Tissue Segmentation and Fully Automatic Personalized Biomechanical Models from BACPAC Clinical Lumbar Spine MRI

Pain Medicine(2022)10.1093/pm/pnac142

N/A

0DataRank · unranked

30 citations

Brett Allaire, Kenneth T. Gao, Radhika Tibrewala, Gaurav Inamdar, Upasana Bharadwaj +6 more

Baseline cartilage T1ρ and T2 predicted patellofemoral joint cartilage lesion progression and patient‐reported outcomes after ACL reconstruction

Journal of Orthopaedic Research®(2022)10.1002/jor.25473

N/A

0DataRank · unranked

17 citations

Matthew S. Tanaka, Valentina Pedoia, Alan Li, Luca Facchetti, Jan Neumann +6 more

Region of interest-specific loss functions improve T2 quantification with ultrafast T2 mapping MRI sequences in knee, hip and lumbar spine

Scientific Reports(2022)10.1038/s41598-022-26266-z

N/A

0DataRank · unranked

9 citations

Misung Han, Francesco Calivá, Valentina Pedoia, Sharmila Majumdar, Aniket Tolpadi

Local Patterns in 2‐Year T1ρ and T2 Changes of Hip Cartilage Are Related to Sex and Functional Data: A Prospective Evaluation on Hip Osteoarthritis Participants

Journal of Magnetic Resonance Imaging(2022)10.1002/jmri.28347

N/A

0DataRank · unranked

7 citations

Richard B. Souza, Sharmila Majumdar, Valentina Pedoia, Koren E. Roach

Utilizing a Digital Swarm Intelligence Platform to Improve Consensus Among Radiologists and Exploring Its Applications

Journal of Digital Imaging(2022)10.1007/s10278-022-00662-3

N/A

0DataRank · unranked

2 citations

Bruno A. A. Nunes, Tyler Gleason, W. P. Fletcher, Justin Banaga, Kevin Sweetwood +8 more

POS1108 USE OF MACHINE LEARNING IN OSTEOARTHRITIS RESEARCH: A SYSTEMATIC LITERATURE REVIEW

Annals of the Rheumatic Diseases(2022)10.1136/annrheumdis-2022-eular.804

N/A

0DataRank · unranked

0 citations

Valentina Pedoia, A. Butte, K. Louati, D. Klatzmann, F. Berenbaum +3 more

Deep learning for automated, interpretable classification of lumbar spinal stenosis and facet arthropathy from axial MRI

European Radiology(2023)10.1007/s00330-023-09483-6

N/A

0DataRank · unranked

55 citations

Miranda Christine, Steven Li, Dean Chou, Valentina Pedoia, Thomas M. Link +3 more

The Back Pain Consortium (BACPAC) Research Program: Structure, Research Priorities, and Methods

Pain Medicine(2023)10.1093/pm/pnac202

N/A

0DataRank · unranked

32 citations

Jeffrey C. Lotz, Matthew A. Psioda, Timothy S. Carey, Daniel J. Clauw, Sharmila Majumdar +35 more

K2S Challenge: From Undersampled K-Space to Automatic Segmentation

Bioengineering(2023)10.3390/bioengineering10020267

N/A

0DataRank · unranked

22 citations

Upasana Bharadwaj, Kenneth T. Gao, Rupsa Bhattacharjee, Felix G. Gassert, Johanna Luitjens +18 more

Large‐Scale Analysis of Meniscus Morphology as Risk Factor for Knee Osteoarthritis

Arthritis & Rheumatology(2023)10.1002/art.42623

N/A

0DataRank · unranked

18 citations

Emily Xie, Vincent Chen, Claudia Iriondo, Francesco Calivá, Richard B. Souza +3 more

Valentina Pedoia

Indexed papers

Top data-sharing exemplar

Papers