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Polydoros N. Kampaktsis
Publication Activity (10 Years)
Years Active: 2023-2024
Publications (10 Years): 3
Top Topics
Tabular Data
Tree Kernels
Phase Space
Left Ventricle
Top Venues
CoRR
FIMH
SITIS
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Publications
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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)