Sampling Bounds for 2-D Vector Field Tomography. - Archontis Giannakidis; Maria Petrou (J. Math. Imaging Vis., 2010)

Full Tomographic Reconstruction of 2D Vector Fields using Discrete Integral Data. - Maria Petrou; Archontis Giannakidis (Comput. J., 2011)

Fast Fully Automatic Segmentation of the Severely Abnormal Human Right Ventricle from Cardiovascular Magnetic Resonance Images Using a Multi-Scale 3D Convolutional Neural Network. - Archontis Giannakidis; Konstantinos Kamnitsas; Veronica Spadotto; Jennifer Keegan; Gillian Smith 002; Ben Glocker; Daniel Rueckert; Sabine Ernst; Michael A. Gatzoulis; Dudley J. Pennell; Sonya Babu-Narayan; David N. Firmin (SITIS, 2016)

Automated Recognition of healthy Anterior Cruciate Ligament in Sagittal MR images using Lightweight Deep Learning. - Athanasios Siouras; Serafeim P. Moustakidis; Archontis Giannakidis; Georgios Chalatsis; Konstantinos N. Malizos; Michael Hantes; Sotiris K. Tasoulis; Dimitrios Tsaopoulos (IISA, 2022)

Right Ventricular Volume Prediction by Feature Tokenizer Transformer-Based Regression of 2D Echocardiography Small-Scale Tabular Data. - Tuan Aqeel Bohoran; Polydoros N. Kampaktsis; Laura McLaughlin; Jay Leb; Serafeim P. Moustakidis; Gerry P. McCann; Archontis Giannakidis (FIMH, 2023)

Embracing uncertainty flexibility: harnessing a supervised tree kernel to empower ensemble modelling for 2D echocardiography-based prediction of right ventricular volume. - Tuan Aqeel Bohoran; Polydoros N. Kampaktsis; Laura McLaughlin; Jay Leb; Serafeim P. Moustakidis; Gerry P. McCann; Archontis Giannakidis (ICMV, 2023)

Removing Unwanted Text from Architectural Images with Multi-Scale Deformable Attention-Based Machine Learning. - Michael Sahl Lystbæk; Archontis Giannakidis; Michail J. Beliatis; Martin Olsen (IST, 2023)

Fast-tracking the Deep Residual Network Training for Arrhythmia Classification by Leveraging the Power of Dynamical Systems. - Tuan Aqeel Bohoran; Polydoros N. Kampaktsis; Gerry P. McCann; Archontis Giannakidis (SITIS, 2023)

Economical hybrid novelty detection leveraging global aleatoric semantic uncertainty for enhanced MRI-based ACL tear diagnosis. - Athanasios Siouras; Serafeim P. Moustakidis; George Chalatsis; Tuan Aqeel Bohoran; Michael Hantes; Marianna Vlychou; Sotiris K. Tasoulis; Archontis Giannakidis; Dimitrios Tsaopoulos (Comput. Medical Imaging Graph., 2024)

Embracing Uncertainty Flexibility: Harnessing a Supervised Tree Kernel to Empower Ensemble Modelling for 2D Echocardiography-Based Prediction of Right Ventricular Volume. - Tuan Aqeel Bohoran; Polydoros N. Kampaktsis; Laura McLaughlin; Jay Leb; Gerry P. McCann; Archontis Giannakidis (CoRR, 2024)