Eleftherios Trivizakis

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 et al. · IEEE Journal of Biomedical and Health Informatics · 2018 · 153 citations

Convolutional Neural Network, Medical Image Segmentation, Engineering +18

Interpretable artificial intelligence framework for COVID‑19 screening on chest X‑rays

Nikos Tsiknakis, Eleftherios Trivizakis, Evangelia E. Vassalou et al. · Experimental and Therapeutic Medicine · 2020 · 121 citations · Full text

A neural pathomics framework for classifying colorectal cancer histopathology images based on wavelet multi-scale texture analysis

Eleftherios Trivizakis, Georgios Ioannidis, Ioannis Souglakos et al. · Scientific Reports · 2021 · 41 citations · Full text

A novel multi-kernel 1D convolutional neural network for stress recognition from ECG

Giorgos Giannakakis, Eleftherios Trivizakis, Manolis Tsiknakis et al. · 2019 · 35 citations

Convolutional Neural Network, Stress Recognition, Machine Learning +13

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 et al. · Oncology Reports · 2019 · 29 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +20