Archontis Giannakidis

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 6

Top Topics

Magnetic Resonance Images

Fully Automatic Segmentation

Top Venues

Publications

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 (2024)
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)
Tuan A. 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)
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)
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)
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)
Maria Petrou, Archontis Giannakidis
Full Tomographic Reconstruction of 2D Vector Fields using Discrete Integral Data. Comput. J. 54 (9) (2011)
Archontis Giannakidis, Maria Petrou
Sampling Bounds for 2-D Vector Field Tomography. J. Math. Imaging Vis. 37 (2) (2010)