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Picture for Alejandro F. Frangi

Alejandro F. Frangi

Centre for Computational Imaging and Simulation Technologies in Biomedicine

Localizing the Recurrent Laryngeal Nerve via Ultrasound with a Bayesian Shape Framework



Haoran Dou , Luyi Han , Yushuang He , Jun Xu , Nishant Ravikumar , Ritse Mann , Alejandro F. Frangi , Pew-Thian Yap , Yunzhi Huang

* Early Accepted by MICCAI 2022 

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Fully Automated Assessment of Cardiac Coverage in Cine Cardiovascular Magnetic Resonance Images using an Explainable Deep Visual Salient Region Detection Model



Shahabedin Nabavi , Mohammad Hashemi , Mohsen Ebrahimi Moghaddam , Ahmad Ali Abin , Alejandro F. Frangi


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Automatic Multi-Class Cardiovascular Magnetic Resonance Image Quality Assessment using Unsupervised Domain Adaptation in Spatial and Frequency Domains



Shahabedin Nabavi , Hossein Simchi , Mohsen Ebrahimi Moghaddam , Alejandro F. Frangi , Ahmad Ali Abin

* 21 pages, 9 figures, 7 tables 

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AI-based Aortic Vessel Tree Segmentation for Cardiovascular Diseases Treatment: Status Quo



Yuan Jin , Antonio Pepe , Jianning Li , Christina Gsaxner , Fen-hua Zhao , Jens Kleesiek , Alejandro F. Frangi , Jan Egger

* 44 pages (inclusive three pages supplemental material), 10 figures, 6 tables, 100 references 

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Modality Completion via Gaussian Process Prior Variational Autoencoders for Multi-Modal Glioma Segmentation



Mohammad Hamghalam , Alejandro F. Frangi , Baiying Lei , Amber L. Simpson

* Accepted in MICCAI 2021 

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Medical Imaging and Computational Image Analysis in COVID-19 Diagnosis: A Review



Shahabedin Nabavi , Azar Ejmalian , Mohsen Ebrahimi Moghaddam , Ahmad Ali Abin , Alejandro F. Frangi , Mohammad Mohammadi , Hamidreza Saligheh Rad

* 29 pages, 4 tables 

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Partially Conditioned Generative Adversarial Networks



Francisco J. Ibarrola , Nishant Ravikumar , Alejandro F. Frangi

* 10 pages, 9 figures 

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3D Cardiac Shape Prediction with Deep Neural Networks: Simultaneous Use of Images and Patient Metadata



Rahman Attar , Marco Pereanez , Christopher Bowles , Stefan K. Piechnik , Stefan Neubauer , Steffen E. Petersen , Alejandro F. Frangi

* Accepted for publication in MICCAI 2019 

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High Throughput Computation of Reference Ranges of Biventricular Cardiac Function on the UK Biobank Population Cohort



Rahman Attar , Marco Pereanez , Ali Gooya , Xenia Alba , Le Zhang , Stefan K. Piechnik , Stefan Neubauer , Steffen E. Petersen , Alejandro F. Frangi

* Accepted in STACOM workshop of MICCAI2018 

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Automatic Assessment of Full Left Ventricular Coverage in Cardiac Cine Magnetic Resonance Imaging with Fisher-Discriminative 3D CNN



Le Zhang , Ali Gooya , Marco Pereanez , Bo Dong , Stefan K. Piechnik , Stefan Neubauer , Steffen E. Petersen , Alejandro F. Frangi

* 12 pages, 5 figures, accepted by IEEE Transactions on Biomedical Engineering 

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