Archontis Giannakidis

According to our database, Archontis Giannakidis authored at least 10 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

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

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

Proceedings of the 17th International Conference on Signal-Image Technology & Internet-Based Systems, 2023

Removing Unwanted Text from Architectural Images with Multi-Scale Deformable Attention-Based Machine Learning.

Michael Lystbæk, Archontis Giannakidis, Michail J. Beliatis, Martin Olsen

Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 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

Proceedings of the Sixteenth International Conference on Machine Vision, 2023

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

Proceedings of the Functional Imaging and Modeling of the Heart, 2023

2022

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

Proceedings of the 13th International Conference on Information, 2022

2016

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, Ben Glocker, Daniel Rueckert, Sabine Ernst, Michael A. Gatzoulis, Dudley J. Pennell, Sonya Babu-Narayan, David N. Firmin

Proceedings of the 12th International Conference on Signal-Image Technology & Internet-Based Systems, 2016

2011

Full Tomographic Reconstruction of 2D Vector Fields using Discrete Integral Data.

Maria Petrou, Archontis Giannakidis

Comput. J., 2011

2010

Sampling Bounds for 2-D Vector Field Tomography.

Archontis Giannakidis, Maria Petrou

J. Math. Imaging Vis., 2010