Cardiac MR Motion Artefact Correction from K-space Using Deep Learning-Based Reconstruction. - Ilkay Öksüz; James R. Clough; Aurélien Bustin; Gastão Cruz; Claudia Prieto; René M. Botnar; Daniel Rueckert; Julia A. Schnabel; Andrew P. King (MLMIR@MICCAI, 2018)

Deep Learning Using K-Space Based Data Augmentation for Automated Cardiac MR Motion Artefact Detection. - Ilkay Öksüz; Bram Ruijsink; Esther Puyol-Antón; Aurélien Bustin; Gastão Cruz; Claudia Prieto; Daniel Rueckert; Julia A. Schnabel; Andrew P. King (MICCAI (1), 2018)

Magnetic Resonance Fingerprinting Using Recurrent Neural Networks. - Ilkay Öksüz; Gastão Cruz; James R. Clough; Aurélien Bustin; Nicolo Fuin; René M. Botnar; Claudia Prieto; Andrew P. King; Julia A. Schnabel (ISBI, 2019)

Detection and Correction of Cardiac MRI Motion Artefacts During Reconstruction from k-space. - Ilkay Öksüz; James R. Clough; Bram Ruijsink; Esther Puyol-Antón; Aurélien Bustin; Gastão Cruz; Claudia Prieto; Daniel Rueckert; Andrew P. King; Julia A. Schnabel (MICCAI (4), 2019)

High-quality segmentation of low quality cardiac MR images using k-space artefact correction. - Ilkay Öksüz; James R. Clough; Wenjia Bai; Bram Ruijsink; Esther Puyol-Antón; Gastão Cruz; Claudia Prieto; Andrew P. King; Julia A. Schnabel (MIDL, 2019)

Detection and Correction of Cardiac MR Motion Artefacts during Reconstruction from K-space. - Ilkay Öksüz; James R. Clough; Bram Ruijsink; Esther Puyol-Antón; Aurélien Bustin; Gastão Cruz; Claudia Prieto; Daniel Rueckert; Andrew P. King; Julia A. Schnabel (CoRR, 2019)

Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning. - Ilkay Öksüz; Bram Ruijsink; Esther Puyol-Antón; James R. Clough; Gastão Cruz; Aurélien Bustin; Claudia Prieto; René M. Botnar; Daniel Rueckert; Julia A. Schnabel; Andrew P. King (Medical Image Anal., 2019)

Deep-learning based motion-corrected image reconstruction in 4D magnetic resonance imaging of the body trunk. - Thomas Küstner; Jiazhen Pan; Christopher Gilliam; Haikun Qi; Gastão Cruz; Kerstin Hammernik; Bin Yang 009; Thierry Blu; Daniel Rueckert; René M. Botnar; Claudia Prieto; Sergios Gatidis (APSIPA, 2020)

Channel Attention Networks for Robust MR Fingerprinting Matching. - Refik Soyak; Ebru Navruz; Eda Ozgu Ersoy; Gastão Cruz; Claudia Prieto; Andrew P. King; Devrim Ünay; Ilkay Öksüz (CoRR, 2020)

Weighted Manifold Alignment using Wave Kernel Signatures for Aligning Medical Image Datasets. - James R. Clough; Daniel R. Balfour; Gastão Cruz; Paul K. Marsden; Claudia Prieto; Andrew J. Reader; Andrew P. King (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

Deep Learning-Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation. - Ilkay Öksüz; James R. Clough; Bram Ruijsink; Esther Puyol-Antón; Aurélien Bustin; Gastão Cruz; Claudia Prieto; Andrew P. King; Julia A. Schnabel (IEEE Trans. Medical Imaging, 2020)

Quality-Aware Cine Cardiac MRI Reconstruction and Analysis from Undersampled K-Space Data. - Inês Machado; Esther Puyol-Antón; Kerstin Hammernik; Gastão Cruz; Devran Ugurlu; Bram Ruijsink; Miguel Castelo-Branco; Alistair A. Young; Claudia Prieto; Julia A. Schnabel; Andrew P. King (STACOM@MICCAI, 2021)

A Spatial Off-Resonance Correction in Spirals for Magnetic Resonance Fingerprinting. - Ronal Coronado; Gastão Cruz; Carlos Castillo-Passi; Cristian Tejos; Sergio Uribe; Claudia Prieto; Pablo Irarrazaval (IEEE Trans. Medical Imaging, 2021)

LAPNet: Non-Rigid Registration Derived in k-Space for Magnetic Resonance Imaging. - Thomas Küstner; Jiazhen Pan; Haikun Qi; Gastão Cruz; Christopher Gilliam; Thierry Blu; Bin Yang 009; Sergios Gatidis; René M. Botnar; Claudia Prieto (IEEE Trans. Medical Imaging, 2021)

Non-Rigid Respiratory Motion Estimation of Whole-Heart Coronary MR Images Using Unsupervised Deep Learning. - Haikun Qi; Niccolo Fuin; Gastão Cruz; Jiazhen Pan; Thomas Küstner; Aurélien Bustin; René M. Botnar; Claudia Prieto (IEEE Trans. Medical Imaging, 2021)

Channel Attention Networks for Robust MR Fingerprint Matching. - Refik Soyak; Ebru Navruz; Eda Ozgu Ersoy; Gastão Cruz; Claudia Prieto; Andrew P. King; Devrim Ünay; Ilkay Öksüz (IEEE Trans. Biomed. Eng., 2022)

Neural Implicit k-Space for Binning-Free Non-Cartesian Cardiac MR Imaging. - Wenqi Huang 003; Hongwei Bran Li; Jiazhen Pan; Gastão Cruz; Daniel Rueckert; Kerstin Hammernik (IPMI, 2023)

Neural Implicit k-space with Trainable Periodic Activation Functions for Cardiac MR Imaging. - Patrick T. Haft; Wenqi Huang 003; Gastão Cruz; Daniel Rueckert; Veronika A. Zimmer; Kerstin Hammernik (Bildverarbeitung für die Medizin, 2024)

A Deep Learning-Based Integrated Framework for Quality-Aware Undersampled Cine Cardiac MRI Reconstruction and Analysis. - Inês Machado; Esther Puyol-Antón; Kerstin Hammernik; Gastão Cruz; Devran Ugurlu; Ihsane Olakorede; Ilkay Öksüz; Bram Ruijsink; Miguel Castelo-Branco; Alistair A. Young; Claudia Prieto; Julia A. Schnabel; et al. (IEEE Trans. Biomed. Eng., 2024)

Subspace Implicit Neural Representations for Real-Time Cardiac Cine MR Imaging. - Wenqi Huang 003; Veronika Spieker; Siying Xu; Gastão Cruz; Claudia Prieto; Julia A. Schnabel; Kerstin Hammernik; Thomas Küstner; Daniel Rueckert (IPMI (1), 2025)