Publications & Works

Published journal articles indexed by SCI, SSCI, and AHCI

Brain MRI artefact detection and correction using convolutional neural networks

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, vol.199, 2021 (Journal Indexed in SCI) identifier identifier identifier

Statistical Shape Modeling of the Left Ventricle: Myocardial Infarct Classification Challenge

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, vol.22, no.2, pp.503-515, 2018 (Journal Indexed in SCI) identifier identifier identifier

Unsupervised Myocardial Segmentation for Cardiac BOLD

IEEE TRANSACTIONS ON MEDICAL IMAGING, vol.36, no.11, pp.2228-2238, 2017 (Journal Indexed in SCI) Creative Commons License identifier identifier identifier

Refereed Congress / Symposium Publications in Proceedings

Detection and correction of cardiac MRI motion artefacts during reconstruction from k-space

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 13 - 17 October 2019, vol.11767, pp.695 Sustainable Development identifier identifier

Global and local interpretability for cardiac MRI classification

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 13 - 17 October 2019, vol.11767, pp.656 identifier identifier

Mechanically Powered Motion Imaging Phantoms: Proof of Concept

2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Berlin, Germany, 23 - 27 July 2019, vol.2019, pp.2723-2726 identifier identifier identifier

MAGNETIC RESONANCE FINGERPRINTING USING RECURRENT NEURAL NETWORKS

2019 IEEE 16TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI 2019), Venice, Italy, 8 - 11 April 2019, pp.1537-1540 identifier identifier

Left-Ventricle Quantification Using Residual U-Net

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 16 September 2018, vol.11395, pp.371 identifier

Deep learning using K-space based data augmentation for automated cardiac MR motion artefact detection

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 16 - 20 September 2018, vol.11070, pp.250 identifier identifier

Cardiac MR Motion Artefact Correction from K-space Using Deep Learning-Based Reconstruction

MACHINE LEARNING FOR MEDICAL IMAGE RECONSTRUCTION, MLMIR 2018, Granada, Nicaragua, 16 September 2018, vol.11074, pp.21-29 identifier identifier

AUTOMATIC LEFT VENTRICULAR OUTFLOW TRACT CLASSIFICATION FOR ACCURATE CARDIAC MR PLANNING

2018 IEEE 15TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI 2018), Washington, Kiribati, 4 - 07 April 2018, pp.462-465 identifier identifier

Joint myocardial registration and segmentation of cardiac BOLD MRI

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10 September 2017, vol.10663, pp.12 identifier

Towards joint segmentation and registration of the myocardium in CP-BOLD MRI at rest

Journal of Cardiovascular Magnetic Resonance, 27 - 30 January 2016, vol.18, pp.34

BOLD contrast: A challenge for cardiac image analysis

Journal of Cardiovascular Magnetic Resonance, 27 - 30 January 2016, vol.18, pp.27

Supervised learning of functional maps for infarct classification

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 5 - 09 October 2015, vol.9534, pp.162 identifier

Unsupervised Myocardial Segmentation for Cardiac MRI

MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION, PT III, Munich, Germany, 5 - 09 October 2015, vol.9351, pp.12-20 identifier identifier

Dictionary Learning Based Image Descriptor for Myocardial Registration of CP-BOLD MR

MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION - MICCAI 2015, PT II, Munich, Germany, 5 - 09 October 2015, vol.9350, pp.205-213 identifier identifier

Data-Driven Feature Learning for Myocardial Segmentation of CP-BOLD MRI

FUNCTIONAL IMAGING AND MODELING OF THE HEART (FIMH 2015), Maastricht, Netherlands, 25 - 27 June 2015, vol.9126, pp.189-197 identifier identifier

REGION GROWING ON FRANGI VESSELNESS VALUES IN 3-D CTA DATA

2013 21ST SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), Turkey, 24 - 26 April 2013