Deep Radiotranscriptomics of Non-Small Cell Lung Carcinoma for Assessing Molecular and Histology Subtypes with a Data-Driven Analysis

por Trivizakis, Eleftherios, Souglakos, John, Karantanas, Apostolos, Marias, Kostas
Publicado 2021

Enhancing cancer differentiation with synthetic MRI examinations via generative models: a systematic review

por Dimitriadis, Avtantil, Trivizakis, Eleftherios, Papanikolaou, Nikolaos, Tsiknakis, Manolis, Marias, Kostas
Publicado 2022

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

por Trivizakis, Eleftherios, Ioannidis, Georgios S., Souglakos, Ioannis, Karantanas, Apostolos H., Tzardi, Maria, Marias, Kostas
Publicado 2021

A novel deep learning architecture outperforming ‘off-the-shelf’ transfer learning and feature-based methods in the automated assessment of mammographic breast density

por Trivizakis, Eleftherios, Ioannidis, Georgios S., Melissianos, Vasileios D., Papadakis, Georgios Z., Tsatsakis, Aristidis, Spandidos, Demetrios A., Marias, Kostas
Publicado 2019

Cerebral CT Perfusion in Acute Stroke: The Effect of Lowering the Tube Load and Sampling Rate on the Reproducibility of Parametric Maps

por Ioannidis, Georgios S., Christensen, Søren, Nikiforaki, Katerina, Trivizakis, Eleftherios, Perisinakis, Kostas, Hatzidakis, Adam, Karantanas, Apostolos, Reyes, Mauricio, Lansberg, Maarten, Marias, Kostas
Publicado 2021

Artificial intelligence radiogenomics for advancing precision and effectiveness in oncologic care (Review)

por Trivizakis, Eleftherios, Papadakis, Georgios Z., Souglakos, Ioannis, Papanikolaou, Nikolaos, Koumakis, Lefteris, Spandidos, Demetrios A., Tsatsakis, Aristidis, Karantanas, Apostolos H., Marias, Kostas
Publicado 2020

Advancing COVID-19 differentiation with a robust preprocessing and integration of multi-institutional open-repository computer tomography datasets for deep learning analysis

por Trivizakis, Eleftherios, Tsiknakis, Nikos, Vassalou, Evangelia E., Papadakis, Georgios Z., Spandidos, Demetrios A., Sarigiannis, Dimosthenis, Tsatsakis, Aristidis, Papanikolaou, Nikolaos, Karantanas, Apostolos H., Marias, Kostas
Publicado 2020

Emerging deep learning techniques using magnetic resonance imaging data applied in multiple sclerosis and clinical isolated syndrome patients (Review)

por Kontopodis, Eleftherios E., Papadaki, Efrosini, Trivizakis, Eleftherios, Maris, Thomas G., Simos, Panagiotis, Papadakis, Georgios Z., Tsatsakis, Aristidis, Spandidos, Demetrios A., Karantanas, Apostolos, Marias, Kostas
Publicado 2021

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

por Tsiknakis, Nikos, Trivizakis, Eleftherios, Vassalou, Evangelia E., Papadakis, Georgios Z., Spandidos, Demetrios A., Tsatsakis, Aristidis, Sánchez-García, Jose, López-González, Rafael, Papanikolaou, Nikolaos, Karantanas, Apostolos H., Marias, Kostas
Publicado 2020