Affine SPHARM Registration - Neural Estimation of Affine Transformation in Spherical Domain. - Valentina Pedoia; Ignazio Gallo; Elisabetta Binaghi (VISAPP, 2011)

Graph based MRI analysis for evaluating the prognostic relevance of longitudinal brain atrophy estimation in post-traumatic diffuse axonal injury. - Emanuele Monti; Valentina Pedoia; Elisabetta Binaghi; Alessandro De Benedictis; Sergio Balbi (CompIMAGE, 2012)

Hemispheric dominance evaluation by using fMRI activation weighted vector. - Valentina Pedoia; Sabina Strocchi; Renzo Minotto; Elisabetta Binaghi (CompIMAGE, 2012)

Glial brain tumor detection by using symmetry analysis. - Valentina Pedoia; Elisabetta Binaghi; Sergio Balbi; Alessandro De Benedictis; Emanuele Monti; Renzo Minotto (Image Processing, 2012)

Manual labeling strategy for ground truth estimation in MRI glial tumor segmentation. - Valentina Pedoia; Alessandro De Benedictis; Giuseppe Renis; Emanuele Monti; Sergio Balbi; Elisabetta Binaghi (VIGTA@AVI, 2012)

Functional and structural MRI image analysis for brain glial tumors treatment. - Valentina Pedoia (2013)

Automatic Segmentation of MR Brain Tumor Images using Support Vector Machine in Combination with Graph Cut. - Elisabetta Binaghi; Massimo Omodei; Valentina Pedoia; Sergio Balbi; Desiree Lattanzi; Emanuele Monti (IJCCI (NCTA), 2014)

Fully Automatic Brain Tumor Segmentation by Using Competitive EM and Graph Cut. - Valentina Pedoia; Sergio Balbi; Elisabetta Binaghi (ICIAP (1), 2015)

Collection and fuzzy estimation of truth labels in glial tumour segmentation studies. - Elisabetta Binaghi; Valentina Pedoia; Sergio Balbi (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2016)

Accuracy evaluation of soft classifiers using interval type-2 fuzzy sets framework. - Elisabetta Binaghi; Alberto A. Vergani; Valentina Pedoia (FUZZ-IEEE, 2017)

Meningioma and peritumoral edema segmentation of preoperative MRI brain scans. - Elisabetta Binaghi; Valentina Pedoia; Sergio Balbi (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2018)

Adversarial Policy Gradient for Deep Learning Image Augmentation. - Kaiyang Cheng; Claudia Iriondo; Francesco Calivá; Justin Krogue; Sharmila Majumdar; Valentina Pedoia (MICCAI (6), 2019)

Computation and management of weighted activation vectors in support to fMRI analysis of clinical subjects. - Elisabetta Binaghi; Alberto A. Vergani; Andrea Montalbetti; Renzo Minotto; Valentina Pedoia; Sabina Strocchi; Sergio Balbi (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2019)

Distance Map Loss Penalty Term for Semantic Segmentation. - Francesco Calivá; Claudia Iriondo; Alejandro Morales Martinez; Sharmila Majumdar; Valentina Pedoia (CoRR, 2019)

Automatic Hip Fracture Identification and Functional Subclassification with Deep Learning. - Justin D. Krogue; Kaiyang V. Cheng; Kevin M. Hwang; Paul Toogood; Eric G. Meinberg; Erik J. Geiger; Musa B. Zaid; Kevin C. McGill; Rina Patel; Jae Ho Sohn; Alexandra Wright; Bryan F. Darger; et al. (CoRR, 2019)

Applying Densely Connected Convolutional Neural Networks for Staging Osteoarthritis Severity from Plain Radiographs. - Berk Norman; Valentina Pedoia; Adam Noworolski; Thomas M. Link; Sharmila Majumdar (J. Digit. Imaging, 2019)

Breaking Speed Limits with Simultaneous Ultra-Fast MRI Reconstruction and Tissue Segmentation. - Francesco Calivá; Andrew P. Leynes; Rutwik Shah; Upasana Upadhyay Bharadwaj; Sharmila Majumdar; Peder E. Z. Larson; Valentina Pedoia (MIDL, 2020)

Addressing The False Negative Problem of Deep Learning MRI Reconstruction Models by Adversarial Attacks and Robust Training. - Kaiyang Cheng; Francesco Calivá; Rutwik Shah; Misung Han; Sharmila Majumdar; Valentina Pedoia (MIDL, 2020)

Deep learning predicts total knee replacement from magnetic resonance images. - Aniket A. Tolpadi; Jinhee J. Lee; Valentina Pedoia; Sharmila Majumdar (CoRR, 2020)

Hierarchical Severity Staging of Anterior Cruciate Ligament Injuries using Deep Learning. - Nikan K. Namiri; Io Flament; Bruno Astuto; Rutwik Shah; Radhika Tibrewala; Francesco Calivá; Thomas M. Link; Valentina Pedoia; Sharmila Majumdar (CoRR, 2020)

The International Workshop on Osteoarthritis Imaging Knee MRI Segmentation Challenge: A Multi-Institute Evaluation and Analysis Framework on a Standardized Dataset. - Arjun D. Desai; Francesco Calivá; Claudia Iriondo; Naji Khosravan; Aliasghar Mortazi; Sachin Jambawalikar; Drew A. Torigian; Jutta Ellermann; Mehmet Akçakaya; Ulas Bagci; Radhika Tibrewala; Io Flament; et al. (CoRR, 2020)

Adversarial Robust Training in MRI Reconstruction. - Francesco Calivá; Kaiyang Cheng; Rutwik Shah; Valentina Pedoia (CoRR, 2020)

Leveraging wisdom of the crowds to improve consensus among radiologists by real time, blinded collaborations on a digital swarm platform. - Rutwik Shah; Bruno Astuto; Tyler Gleason; Will Fletcher; Justin Banaga; Kevin Sweetwood; Allen Ye; Rina Patel; Kevin C. McGill; Thomas M. Link; Jason C. Crane; Valentina Pedoia; et al. (CoRR, 2021)

Clinical language search algorithm from free-text: facilitating appropriate imaging. - Gunvant R. Chaudhari; Yeshwant Reddy Chillakuru; Timothy L. Chen; Valentina Pedoia; Thienkhai Vu; Christopher Paul Hess; Youngho Seo; Jae Ho Sohn (BMC Medical Imaging, 2022)

Surface spherical encoding and contrastive learning for virtual bone shape aging. - Francesco Calivá; Sarthak Kamat; Alejandro Morales Martinez; Sharmila Majumdar; Valentina Pedoia (Medical Image Anal., 2022)

Technical Note: Feasibility of translating 3.0T-trained Deep-Learning Segmentation Models Out-of-the-Box on Low-Field MRI 0.55T Knee-MRI of Healthy Controls. - Rupsa Bhattacharjee; Zehra Akkaya; Johanna Luitjens; Pan Su; Yang Yang; Valentina Pedoia; Sharmila Majumdar (CoRR, 2023)

Utilizing a Digital Swarm Intelligence Platform to Improve Consensus Among Radiologists and Exploring Its Applications. - Rutwik Shah; Bruno Astuto Arouche Nunes; Tyler Gleason; Will Fletcher; Justin Banaga; Kevin Sweetwood; Allen Ye; Rina Patel; Kevin C. McGill; Thomas M. Link; Jason C. Crane; Valentina Pedoia; et al. (J. Digit. Imaging, 2023)

The object detection method aids in image reconstruction evaluation and clinical interpretation of meniscal abnormalities. - Natalia Konovalova; Aniket A. Tolpadi; Felix Liu; Zehra Akkaya; Felix G. Gassert; Paula Giesler; Johanna Luitjens; Misung Han; Emma Bahroos; Sharmila Majumdar; Valentina Pedoia (CoRR, 2024)

Foundations of a knee joint digital twin from qMRI biomarkers for osteoarthritis and knee replacement. - Gabrielle Hoyer; Kenneth T. Gao; Felix G. Gassert; Johanna Luitjens; Fei Jiang; Sharmila Majumdar; Valentina Pedoia (npj Digit. Medicine, 2025)

Scalable Evaluation Framework for Foundation Models in Musculoskeletal MRI Bridging Computational Innovation with Clinical Utility. - Gabrielle Hoyer; Michelle W. Tong; Rupsa Bhattacharjee; Valentina Pedoia; Sharmila Majumdar (CoRR, 2025)