Deep learning for organ segmentation in radiotherapy: federated learning, contour propagation, and domain adaptation.
PhD thesis, 2021
Domain adversarial networks and intensity-based data augmentation for male pelvic organ segmentation in cone beam CT.
Comput. Biol. Medicine, 2021
Secure Architectures Implementing Trusted Coalitions for Blockchained Distributed Learning (TCLearn).
IEEE Access, 2019
Using planning CTs to enhance CNN-based bladder segmentation on cone beam CT.
Proceedings of the Medical Imaging 2019: Image-Guided Procedures, 2019
Contour Propagation in CT Scans with Convolutional Neural Networks.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2018
Modeling patterns of anatomical deformations in prostate patients undergoing radiation therapy with an endorectal balloon.
Proceedings of the Medical Imaging 2017: Image-Guided Procedures, 2017