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Eleftherios Trivizakis
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Extending 2-D convolutional neural networks to 3-D for advancing deep learning cancer classification with application to MRI liver tumor differentiation
E Trivizakis, GC Manikis, K Nikiforaki, K Drevelegas, M Constantinides, ...
IEEE journal of biomedical and health informatics 23 (3), 923-930, 2018
1332018
Interpretable artificial intelligence framework for COVID‑19 screening on chest X‑rays
N Tsiknakis, E Trivizakis, EE Vassalou, GZ Papadakis, DA Spandidos, ...
Experimental and Therapeutic Medicine 20 (2), 727-735, 2020
1192020
Artificial intelligence radiogenomics for advancing precision and effectiveness in oncologic care
E Trivizakis, GZ Papadakis, I Souglakos, N Papanikolaou, L Koumakis, ...
International journal of oncology 57 (1), 43-53, 2020
642020
A novel multi-kernel 1D convolutional neural network for stress recognition from ECG
G Giannakakis, E Trivizakis, M Tsiknakis, K Marias
2019 8th International Conference on Affective Computing and Intelligent …, 2019
432019
A neural pathomics framework for classifying colorectal cancer histopathology images based on wavelet multi-scale texture analysis
E Trivizakis, GS Ioannidis, I Souglakos, AH Karantanas, M Tzardi, ...
Scientific reports 11 (1), 15546, 2021
332021
A novel deep learning architecture outperforming ‘off‑the‑shelf’transfer learning and feature‑based methods in the automated assessment of mammographic breast density
E Trivizakis, GS Ioannidis, VD Melissianos, GZ Papadakis, A Tsatsakis, ...
Oncology reports 42 (5), 2009-2015, 2019
332019
Deep Radiotranscriptomics of Non-Small Cell Lung Carcinoma for Assessing Molecular and Histology Subtypes with a Data-Driven Analysis
E Trivizakis, J Souglakos, A Karantanas, K Marias
Diagnostics 11 (12), 2383, 2021
202021
Advancing COVID‑19 differentiation with a robust preprocessing and integration of multi‑institutional open‑repository computer tomography datasets for deep learning analysis
E Trivizakis, N Tsiknakis, EE Vassalou, GZ Papadakis, DA Spandidos, ...
Experimental and therapeutic medicine 20 (5), 1-1, 2020
182020
EvoRDF: A framework for exploring ontology evolution
H Kondylakis, M Despoina, G Glykokokalos, E Kalykakis, M Karapiperakis, ...
The Semantic Web: ESWC 2017 Satellite Events: ESWC 2017 Satellite Events …, 2017
182017
Pathomics and deep learning classification of a heterogeneous fluorescence histology image dataset
GS Ioannidis, E Trivizakis, I Metzakis, S Papagiannakis, E Lagoudaki, ...
Applied Sciences 11 (9), 3796, 2021
132021
Cerebral CT perfusion in acute stroke: the effect of lowering the tube load and sampling rate on the reproducibility of parametric maps
GS Ioannidis, S Christensen, K Nikiforaki, E Trivizakis, K Perisinakis, ...
Diagnostics 11 (6), 1121, 2021
92021
Enhancing cancer differentiation with synthetic MRI examinations via generative models: a systematic review
A Dimitriadis, E Trivizakis, N Papanikolaou, M Tsiknakis, K Marias
Insights into Imaging 13 (1), 188, 2022
82022
Emerging deep learning techniques using magnetic resonance imaging data applied in multiple sclerosis and clinical isolated syndrome patients (Review)
EE Kontopodis, E Papadaki, E Trivizakis, TG Maris, P Simos, ...
Experimental and Therapeutic Medicine 22 (4), 1149, 2021
82021
LoockMe: An Ever Evolving Artificial Intelligence Platform for Location Scouting in Greece
E Trivizakis, V Aidonis, VC Pezoulas, Y Goletsis, N Oikonomou, I Stefanis, ...
International Conference on Engineering Applications of Neural Networks, 315-327, 2023
22023
Radiotranscriptomics of non-small cell lung carcinoma for assessing high-level clinical outcomes using a machine learning-derived multi-modal signature
E Trivizakis, NM Koutroumpa, J Souglakos, A Karantanas, M Zervakis, ...
BioMedical Engineering OnLine 22 (1), 125, 2023
12023
Deep Learning Fundamentals
E Trivizakis, K Marias
Introduction to Artificial Intelligence, 101-131, 2023
12023
Ensemble of Heterogeneous Machine Learning Models with Multiple Inputs for Multi-Omics Analysis
E Trivizakis, V Koutoulidis, L A. Moulopoulos, E Terpos, ...
IEEE EMBS International Conference on Data Science and Engineering in …, 2023
2023
Fully automated detection and segmentation pipeline for the bone marrow of the lytic bone of multiple myeloma patients
E Koutoulakis, E Trivizakis, V Koutoulidis, L A. Moulopoulos, E Terpos, ...
IEEE EMBS International Conference on Data Science and Engineering in …, 2023
2023
A Machine Learning Framework for Hair Type Categorization to Optimize the Hair Removal Algorithm in Dermatoscopy Images
GS Ioannidis, E Trivizakis, K Krasagakis, A Lallas, Z Apalla, G Evangelou, ...
IEEE EMBS International Conference on Data Science and Engineering in …, 2023
2023
Deep Learning-based Detection of Greek Locations and Landmarks: A Qualitative Analysis of Weakly Supervised Classification and Supervised Detection
E Trivizakis, T Kassiotis, N Oikonomou, I Karatzanis, I Stefanis, ...
8th IEEE International Conference on Mathematics and Computers in Sciences …, 2023
2023
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