Eleftherios Trivizakis

Author

Foundation for Research and Technology Hellas ORCID

Also Known As

Eleftherios Trivizakis, Trivizakis, Eleftherios

Publications

622

Citations

H-Index

Concepts

All Affiliations

Foundation for Research and Technology Hellas University of Crete University Hospital of Heraklion Hellenic Mediterranean University Aristotle University of Thessaloniki

About

Eleftherios Trivizakis is an author at Foundation for Research and Technology Hellas specializing in deep learning, engineering, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	5	5	252
2	Health Sciences	2	2	182
3	Medicine	2	2	35
4	Social Sciences	1	1	35
5	Biomedical Engineering	1	1	153

Eleftherios Trivizakis

Publications

491

Citations

H-Index

Page 1

	Year	Citations
Extending 2-D Convolutional Neural Networks to 3-D for Advancing Deep Learning Cancer Classification With Application to MRI Liver Tumor Differentiation Eleftherios Trivizakis, Georgios C. Manikis, Katerina Nikiforaki, IEEE Journal of Biomedical and Health Informatics Convolutional Neural NetworkMedical Image SegmentationEngineeringMachine LearningBiomedical Engineering	2018	153
Interpretable artificial intelligence framework for COVID‑19 screening on chest X‑rays Nikos Tsiknakis, Eleftherios Trivizakis, Evangelia E. Vassalou, Experimental and Therapeutic Medicine	2020	121
A neural pathomics framework for classifying colorectal cancer histopathology images based on wavelet multi-scale texture analysis Eleftherios Trivizakis, Georgios Ioannidis, Ioannis Souglakos, Scientific Reports	2021	41
A novel multi-kernel 1D convolutional neural network for stress recognition from ECG Giorgos Giannakakis, Eleftherios Trivizakis, Manolis Tsiknakis, Convolutional Neural NetworkStress RecognitionMachine LearningData ScienceNovel Multi-kernel 1D	2019	35
A novel deep learning architecture outperforming ‘off‑the‑shelf’ transfer learning and feature‑based methods in the automated assessment of mammographic breast density Eleftherios Trivizakis, Georgios Ioannidis, Vasileios Melissianos, Oncology Reports Convolutional Neural NetworkMedical Image SegmentationEngineeringMachine LearningOriented Gradients	2019	29
Deep Radiotranscriptomics of Non-Small Cell Lung Carcinoma for Assessing Molecular and Histology Subtypes with a Data-Driven Analysis Eleftherios Trivizakis, John Souglakos, Apostolos H. Karantanas, Diagnostics	2021	27
Optimizing radiomics for prostate cancer diagnosis: feature selection strategies, machine learning classifiers, and MRI sequences Eugenia Mylona, Dimitrios I. Zaridis, Charalampos Kalantzopoulos, Insights into Imaging	2024	24
Advancing Covid‑19 differentiation with a robust preprocessing and integration of multi‑institutional open‑repository computer tomography datasets for deep learning analysis Eleftherios Trivizakis, Nikos Tsiknakis, Evangelia E. Vassalou, Experimental and Therapeutic Medicine Computed TomographyEngineeringDiagnosisDiagnostic ImagingCovid-19	2020	18
Pathomics and Deep Learning Classification of a Heterogeneous Fluorescence Histology Image Dataset Georgios Ioannidis, Eleftherios Trivizakis, Ioannis Metzakis, Applied Sciences Stain NormalizationEngineeringMachine LearningDigital PathologyDiagnosis	2021	17
Radiotranscriptomics of non-small cell lung carcinoma for assessing high-level clinical outcomes using a machine learning-derived multi-modal signature Eleftherios Trivizakis, Nikoletta-Maria Koutroumpa, John Souglakos, BioMedical Engineering OnLine	2023	16

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