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IEEE Transactions on Bio-Medical Engineering|May 13, 2020
Deep Learning Regression for Prostate Cancer Detection and Grading in Bi-Parametric MRICoen de Vente, Pieter Vos, Matin Hosseinzadeh, et al.
Frontiers in Oncology|January 30, 2026
Enhancing online adaptive radiotherapy with uncertainty based segmentation error and out-of-distribution detectionMarissa van Lente, Josien Pluim, Samuel Fransson, et al.
Computers in Biology and Medicine|November 1, 2024
Effective deep-learning brain MRI super resolution using simulated training dataAymen Ayaz, Rien Boonstoppel, Cristian Lorenz, et al.
Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society|September 29, 2022
Label-informed cardiac magnetic resonance image synthesis through conditional generative adversarial networksSina Amirrajab, Yasmina Al Khalil, Cristian Lorenz, et al.
Computers in Biology and Medicine|May 20, 2023
Reducing segmentation failures in cardiac MRI via late feature fusion and GAN-based augmentationYasmina Al Khalil, Sina Amirrajab, Cristian Lorenz, et al.
IEEE Transactions on Medical Imaging|October 19, 2022
A Framework for Simulating Cardiac MR Images With Varying Anatomy and ContrastSina Amirrajab, Yasmina Al Khalil, Cristian Lorenz, et al.
Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society|January 21, 2024
Multi-modal brain tumor segmentation via conditional synthesis with Fourier domain adaptationYasmina Al Khalil, Aymen Ayaz, Cristian Lorenz, et al.
Medical Image Analysis|December 9, 2022
On the usability of synthetic data for improving the robustness of deep learning-based segmentation of cardiac magnetic resonance imagesYasmina Al Khalil, Sina Amirrajab, Cristian Lorenz, et al.
Computer Methods and Programs in Biomedicine|March 19, 2024
Brain MR image simulation for deep learning based medical image analysis networksAymen Ayaz, Yasmina Al Khalil, Sina Amirrajab, et al.
Photoacoustics|September 6, 2023
Deep learning assisted classification of spectral photoacoustic imaging of carotid plaquesCamilo Cano, Nastaran Mohammadian Rad, Amir Gholampour, et al.
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