Assessment of Myocardial Microstructural Dynamics by In Vivo Diffusion Tensor Cardiac Magnetic Resonance
Nielles-Vallespin, Sonia, PhD, Khalique, Zohya, MBBS, Ferreira, Pedro F., PhD, de Silva, Ranil, MBBS, PhD, Scott, Andrew D., PhD, Kilner, Philip, MD, McGill, Laura-Ann, MB, Giannakidis, Archontis, PhD, Gatehouse, Peter D., PhD, Ennis, Daniel, PhD, Aliotta, Eric, BS, Al-Khalil, Majid, MSc, Kellman, Peter, PhD, Mazilu, Dumitru, PhD, Balaban, Robert S., PhD, Firmin, David N., PhD, Arai, Andrew E., MD, Pennell, Dudley J., MD
Published in Journal of the American College of Cardiology (14.02.2017)
Published in Journal of the American College of Cardiology (14.02.2017)
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Journal Article
Resource efficient aortic distensibility calculation by end to end spatiotemporal learning of aortic lumen from multicentre multivendor multidisease CMR images
Bohoran, Tuan Aqeel, Parke, Kelly S, Graham-Brown, Matthew P M, Meisuria, Mitul, Singh, Anvesha, Wormleighton, Joanne, Adlam, David, Gopalan, Deepa, Davies, Melanie J, Williams, Bryan, Brown, Morris, McCann, Gerry P, Giannakidis, Archontis
Published in Scientific reports (08.12.2023)
Published in Scientific reports (08.12.2023)
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Journal Article
Knee Injury Detection Using Deep Learning on MRI Studies: A Systematic Review
Siouras, Athanasios, Moustakidis, Serafeim, Giannakidis, Archontis, Chalatsis, Georgios, Liampas, Ioannis, Vlychou, Marianna, Hantes, Michael, Tasoulis, Sotiris, Tsaopoulos, Dimitrios
Published in Diagnostics (Basel) (19.02.2022)
Published in Diagnostics (Basel) (19.02.2022)
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Journal Article
Heterogeneity of Fractional Anisotropy and Mean Diffusivity Measurements by In Vivo Diffusion Tensor Imaging in Normal Human Hearts
McGill, Laura-Ann, Scott, Andrew D, Ferreira, Pedro F, Nielles-Vallespin, Sonia, Ismail, Tevfik, Kilner, Philip J, Gatehouse, Peter D, de Silva, Ranil, Prasad, Sanjay K, Giannakidis, Archontis, Firmin, David N, Pennell, Dudley J
Published in PloS one (15.07.2015)
Published in PloS one (15.07.2015)
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Journal Article
Rapid automatic segmentation of abnormal tissue in late gadolinium enhancement cardiovascular magnetic resonance images for improved management of long-standing persistent atrial fibrillation
Giannakidis, Archontis, Nyktari, Eva, Keegan, Jennifer, Pierce, Iain, Suman Horduna, Irina, Haldar, Shouvik, Pennell, Dudley J, Mohiaddin, Raad, Wong, Tom, Firmin, David N
Published in Biomedical engineering online (07.10.2015)
Published in Biomedical engineering online (07.10.2015)
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Journal Article
Can Deep Learning Improve 2D Echocardiographic RV Assessment?
Kampaktsis, Polydoros N., Giannakidis, Archontis
Published in JACC. Cardiovascular imaging (01.12.2023)
Published in JACC. Cardiovascular imaging (01.12.2023)
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Journal Article
Removing Unwanted Text from Architectural Images with Multi-Scale Deformable Attention-Based Machine Learning
Lystbak, Michael, Giannakidis, Archontis, Beliatis, Michail J., Olsen, Martin
Published in 2023 IEEE International Conference on Imaging Systems and Techniques (IST) (17.10.2023)
Published in 2023 IEEE International Conference on Imaging Systems and Techniques (IST) (17.10.2023)
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Conference Proceeding
Fast-tracking the Deep Residual Network Training for Arrhythmia Classification by Leveraging the Power of Dynamical Systems
Bohoran, Tuan Aqeel, Kampaktsis, Polydoros N., McCann, Gerry P., Giannakidis, Archontis
Published in 2023 17th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS) (08.11.2023)
Published in 2023 17th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS) (08.11.2023)
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Conference Proceeding
Can Deep Learning Improve 2D Echocardiographic RV Assessment?: First Important Steps
Kampaktsis, Polydoros N., Giannakidis, Archontis
Published in JACC. Cardiovascular imaging (01.12.2023)
Published in JACC. Cardiovascular imaging (01.12.2023)
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Journal Article
2D ECHOCARDIOGRAPHIC RIGHT VENTRICULAR QUANTIFICATION USING PLANIMETRY AND DEEP LEARNING
Kampaktsis, Polydoros, BOHORAN, TUAN AQEEL, McLaughlin, Laura, Singh, Anvesha, Leb, Jay, Hahn, Rebecca T., McCann, Gerry, Giannakidis, Archontis
Published in Journal of the American College of Cardiology (02.04.2024)
Published in Journal of the American College of Cardiology (02.04.2024)
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Journal Article
Economical hybrid novelty detection leveraging global aleatoric semantic uncertainty for enhanced MRI-based ACL tear diagnosis
Siouras, Athanasios, Moustakidis, Serafeim, Chalatsis, George, Bohoran, Tuan Aqeel, Hantes, Michael, Vlychou, Marianna, Tasoulis, Sotiris, Giannakidis, Archontis, Tsaopoulos, Dimitrios
Published in Computerized medical imaging and graphics (01.10.2024)
Published in Computerized medical imaging and graphics (01.10.2024)
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Journal Article
An attention‐based deep learning method for right ventricular quantification using 2D echocardiography: Feasibility and accuracy
Kampaktsis, Polydoros N., Bohoran, Tuan A., Lebehn, Mark, McLaughlin, Laura, Leb, Jay, Liu, Zhonghua, Moustakidis, Serafeim, Siouras, Athanasios, Singh, Anvesha, Hahn, Rebecca T., McCann, Gerry P., Giannakidis, Archontis
Published in Echocardiography (Mount Kisco, N.Y.) (01.01.2024)
Published in Echocardiography (Mount Kisco, N.Y.) (01.01.2024)
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Journal Article
Three-Dimensional Late Gadolinium Enhancement Cardiovascular Magnetic Resonance Predicts Inducibility of Ventricular Tachycardia in Adults With Repaired Tetralogy of Fallot
Ghonim, Sarah, Ernst, Sabine, Keegan, Jenny, Giannakidis, Archontis, Spadotto, Veronica, Voges, Inga, Smith, Gillian C, Boutsikou, Maria, Montanaro, Claudia, Wong, Tom, Ho, Siew Yen, McCarthy, Karen P, Shore, Darryl F, Dimopoulos, Konstantinos, Uebing, Anselm, Swan, Lorna, Li, Wei, Pennell, Dudley J, Gatzoulis, Michael A, Babu-Narayan, Sonya V
Published in Circulation. Arrhythmia and electrophysiology (01.11.2020)
Published in Circulation. Arrhythmia and electrophysiology (01.11.2020)
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Journal Article
On the averaging of cardiac diffusion tensor MRI data: the effect of distance function selection
Giannakidis, Archontis, Melkus, Gerd, Yang, Guang, Gullberg, Grant T
Published in Physics in medicine & biology (18.10.2016)
Published in Physics in medicine & biology (18.10.2016)
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Journal Article
Sampling Bounds for 2-D Vector Field Tomography
Giannakidis, Archontis, Petrou, Maria
Published in Journal of mathematical imaging and vision (01.06.2010)
Published in Journal of mathematical imaging and vision (01.06.2010)
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Journal Article
Value of Formalin Fixation for the Prolonged Preservation of Rodent Myocardial Microanatomical Organization: Evidence by MR Diffusion Tensor Imaging
Giannakidis, Archontis, Gullberg, Grant T., Pennell, Dudley J., Firmin, David N.
Published in Anatomical record (Hoboken, N.J. : 2007) (01.07.2016)
Published in Anatomical record (Hoboken, N.J. : 2007) (01.07.2016)
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Journal Article