selected publications
- Learning-based inference of longitudinal image changes: Applications in embryo development, wound healing, and aging brain. Proceedings of the National Academy of Sciences of the United States of America. 2025 Academic Article GET IT
- Corrigendum to "The role of AI in prostate MRI quality and interpretation: Opportunities and challenges" [Eur. J. Radiol. 165 (2023) 110887]. 2024 GET IT
- A Framework for Interpretability in Machine Learning for Medical Imaging. IEEE access : practical innovations, open solutions. 2024 Academic Article GET IT
- The role of AI in prostate MRI quality and interpretation: Opportunities and challenges. European journal of radiology. 2023 Review GET IT
- Pulse Sequence Dependence of a Simple and Interpretable Deep Learning Method for Detection of Clinically Significant Prostate Cancer Using Multiparametric MRI. Academic radiology. 2022 Academic Article GET IT
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Q-space Conditioned Translation Networks for Directional Synthesis of Diffusion Weighted Images from Multi-modal Structural MRI.
Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention.
2021
Academic Article
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Times cited: 7 -
Equivariant Spherical Deconvolution: Learning Sparse Orientation Distribution Functions from Spherical Data.
Information processing in medical imaging : proceedings of the ... conference.
2021
Academic Article
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Times cited: 9 -
A framework to construct a longitudinal DW-MRI infant atlas based on mixed effects modeling of dODF coefficients.
Computational diffusion MRI : MICCAI Workshop.
2020
Academic Article
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Times cited: 1 - Hierarchical geodesic modeling on the diffusion orientation distribution function for longitudinal DW-MRI analysis. Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention. 2020 Academic Article GET IT