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ORCIDArchontis Giannakidis
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2020 – today
- 2024
[j3]Athanasios Siouras, Serafeim P. Moustakidis, George Chalatsis, Tuan Aqeel Bohoran, Michael Hantes, Marianna Vlychou, Sotiris K. Tasoulis, Archontis Giannakidis, Dimitrios Tsaopoulos:
Economical hybrid novelty detection leveraging global aleatoric semantic uncertainty for enhanced MRI-based ACL tear diagnosis. Comput. Medical Imaging Graph. 117: 102424 (2024)- [i1]Tuan Aqeel Bohoran, Polydoros N. Kampaktsis, Laura McLaughlin, Jay Leb, Gerry P. McCann, Archontis Giannakidis:
Embracing Uncertainty Flexibility: Harnessing a Supervised Tree Kernel to Empower Ensemble Modelling for 2D Echocardiography-Based Prediction of Right Ventricular Volume. CoRR abs/2403.03229 (2024) - 2023
- [c6]Tuan Aqeel Bohoran
, Polydoros N. Kampaktsis, Laura McLaughlin, Jay Leb, Serafeim P. Moustakidis, Gerry P. McCann, Archontis Giannakidis:
Right Ventricular Volume Prediction by Feature Tokenizer Transformer-Based Regression of 2D Echocardiography Small-Scale Tabular Data. FIMH 2023: 292-300 - [c5]Tuan Aqeel Bohoran, Polydoros N. Kampaktsis, Laura McLaughlin, Jay Leb, Serafeim P. Moustakidis, Gerry P. McCann, Archontis Giannakidis:
Embracing uncertainty flexibility: harnessing a supervised tree kernel to empower ensemble modelling for 2D echocardiography-based prediction of right ventricular volume. ICMV 2023 - [c4]Michael Lystbæk, Archontis Giannakidis, Michail J. Beliatis, Martin Olsen:
Removing Unwanted Text from Architectural Images with Multi-Scale Deformable Attention-Based Machine Learning. IST 2023: 1-5 - [c3]Tuan Aqeel Bohoran, Polydoros N. Kampaktsis, Gerry P. McCann, Archontis Giannakidis:
Fast-tracking the Deep Residual Network Training for Arrhythmia Classification by Leveraging the Power of Dynamical Systems. SITIS 2023: 184-188 - 2022
- [c2]Athanasios Siouras, Serafeim P. Moustakidis, Archontis Giannakidis, Georgios Chalatsis, Konstantinos N. Malizos, Michael Hantes, Sotiris K. Tasoulis, Dimitrios Tsaopoulos:
Automated Recognition of healthy Anterior Cruciate Ligament in Sagittal MR images using Lightweight Deep Learning. IISA 2022: 1-8
2010 – 2019
- 2016
- [c1]Archontis Giannakidis, Konstantinos Kamnitsas, Veronica Spadotto, Jennifer Keegan, Gillian Smith, Ben Glocker, Daniel Rueckert, Sabine Ernst, Michael A. Gatzoulis, Dudley J. Pennell, Sonya Babu-Narayan, David N. Firmin:
Fast Fully Automatic Segmentation of the Severely Abnormal Human Right Ventricle from Cardiovascular Magnetic Resonance Images Using a Multi-Scale 3D Convolutional Neural Network. SITIS 2016: 42-46 - 2011
- [j2]Maria Petrou, Archontis Giannakidis:
Full Tomographic Reconstruction of 2D Vector Fields using Discrete Integral Data. Comput. J. 54(9): 1491-1504 (2011) - 2010
- [j1]Archontis Giannakidis, Maria Petrou:
Sampling Bounds for 2-D Vector Field Tomography. J. Math. Imaging Vis. 37(2): 151-165 (2010)
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