Valentina Pedoia

Joined

July 2019

Names

Valentina Pedoia

Emails

****@ucsf.edu (Confirmed)

Personal Links

Career & Education History

Assistant Professor

University of California, San Francisco (ucsf.edu)

2018 – 2020

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Clinical utility of foundation models in musculoskeletal MRI for biomarker fidelity and predictive outcomes
Gabrielle Hoyer, Michelle W. Tong, Rupsa Bhattacharjee, Valentina Pedoia, Sharmila Majumdar
- npj Digital Medicine
- Readers: Everyone
scGeneScope: A Treatment-Matched Single Cell Imaging and Transcriptomics Dataset and Benchmark for Treatment Response Modeling
Joel Dapello, Marcel Nassar, Ridvan Eksi, Ban Wang, Jules Gagnon-Marchand, Kenneth T Gao, Akram Baharlouei, Kyra Thrush-Evensen, Nina Riehs, Amy F Peterson, Aniket Tolpadi, Abhejit Rajagopal, Henry E Miller, Ashley Mae Conard, David Alvarez-Melis, Rory Stark, Simone Bianco, Morgan Levine, Ava P Amini, Alex Xijie Lu et al. (4 additional authors not shown)
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
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
- 12 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Virtual Bone Shape Aging
Francesco Caliva, Alejandro Morales Martinez, Sharmila Majumdar, Valentina Pedoia
- Published: 11 May 2021, Last Modified: 16 May 2023
- MIDL 2021 Poster
- Readers: Everyone

Co-Authors

View all 30 co-authors