An explainable machine learning-driven proposal of pulmonary fibrosis biomarkers by Dionysios Fanidis, Vasileios C. Pezoulas, Dimitrios I. Fotiadis, Vassilis Aidinis

Get full text

AI-Enhanced Predictive Modeling for Identifying Depression and Delirium in Cardiovascular Patients Scheduled for Cardiac Surgery by Karina Nowakowska, Antonis Sakellarios, Jakub Kaźmierski, Dimitrios I. Fotiadis, Vasileios C. Pezoulas

Get full text

Bayesian Inference-Based Gaussian Mixture Models With Optimal Components Estimation Towards Large-Scale Synthetic Data Generation for <italic>In Silico</italic> Clinical Trials by Vasileios C. Pezoulas, Nikolaos S. Tachos, George Gkois, Iacopo Olivotto, Fausto Barlocco, Dimitrios I. Fotiadis

Get full text

Region-adaptive magnetic resonance image enhancement for improving CNN-based segmentation of the prostate and prostatic zones by Dimitrios I. Zaridis, Eugenia Mylona, Nikolaos Tachos, Vasileios C. Pezoulas, Grigorios Grigoriadis, Nikos Tsiknakis, Kostas Marias, Manolis Tsiknakis, Dimitrios I. Fotiadis

Get full text

A Multimodal Approach for the Risk Prediction of Intensive Care and Mortality in Patients with COVID-19 by Vasileios C. Pezoulas, Konstantina D. Kourou, Costas Papaloukas, Vassiliki Triantafyllia, Vicky Lampropoulou, Eleni Siouti, Maria Papadaki, Maria Salagianni, Evangelia Koukaki, Nikoletta Rovina, Antonia Koutsoukou, Evangelos Andreakos, Dimitrios I. Fotiadis

Get full text

Multimodal automatic assessment of acute pain through facial videos and heart rate signals utilizing transformer-based architectures by Stefanos Gkikas, Stefanos Gkikas, Nikolaos S. Tachos, Nikolaos S. Tachos, Stelios Andreadis, Vasileios C. Pezoulas, Dimitrios Zaridis, Dimitrios Zaridis, George Gkois, Anastasia Matonaki, Thanos G. Stavropoulos, Dimitrios I. Fotiadis, Dimitrios I. Fotiadis

Get full text

Overcoming the Barriers That Obscure the Interlinking and Analysis of Clinical Data Through Harmonization and Incremental Learning by Vasileios C. Pezoulas, Konstantina D. Kourou, Fanis Kalatzis, Themis P. Exarchos, Evi Zampeli, Saviana Gandolfo, Andreas Goules, Chiara Baldini, Fotini Skopouli, Salvatore De Vita, Athanasios G. Tzioufas, Dimitrios I. Fotiadis

Get full text

Small airways dysfunction in patients with systemic sclerosis and interstitial lung disease by Panagiotis K. Panagopoulos, Andreas V. Goules, Andreas V. Goules, Vasiliki E. Georgakopoulou, Anastasios Kallianos, Eirini Chatzinikita, Vasileios C. Pezoulas, Katerina Malagari, Dimitrios I. Fotiadis, Panayiotis Vlachoyiannopoulos, Panayiotis Vlachoyiannopoulos, Theodoros Vassilakopoulos, Athanasios G. Tzioufas, Athanasios G. Tzioufas

Get full text

Disease Progression of Hypertrophic Cardiomyopathy: Modeling Using Machine Learning by Matej Pičulin, Tim Smole, Bojan Žunkovič, Enja Kokalj, Marko Robnik-Šikonja, Matjaž Kukar, Dimitrios I Fotiadis, Vasileios C Pezoulas, Nikolaos S Tachos, Fausto Barlocco, Francesco Mazzarotto, Dejana Popović, Lars S Maier, Lazar Velicki, Iacopo Olivotto, Guy A MacGowan, Djordje G Jakovljević, Nenad Filipović, Zoran Bosnić

Get full text

Sjögren’s Syndrome: The Clinical Spectrum of Male Patients by Loukas Chatzis, Vasileios C. Pezoulas, Francesco Ferro, Saviana Gandolfo, Valentina Donati, Marco Binutti, Sara Zandonella Callegher, Aliki Venetsanopoulou, Evangelia Zampeli, Maria Mavrommati, Ourania D. Argyropoulou, Giorgos Michalopoulos, Paraskevi V. Voulgari, Themis Exarchos, Chiara Baldini, Fotini N. Skopouli, Dimitrios I. Fotiadis, Salvatore De Vita, Haralampos M. Moutsopoulos, Athanasios G. Tzioufas, Andreas V. Goules

Get full text

Primary Sjögren’s Syndrome of Early and Late Onset: Distinct Clinical Phenotypes and Lymphoma Development by Andreas V. Goules, Andreas V. Goules, Ourania D. Argyropoulou, Ourania D. Argyropoulou, Vasileios C. Pezoulas, Loukas Chatzis, Loukas Chatzis, Elena Critselis, Elena Critselis, Saviana Gandolfo, Francesco Ferro, Marco Binutti, Valentina Donati, Sara Zandonella Callegher, Aliki Venetsanopoulou, Aliki Venetsanopoulou, Evangelia Zampeli, Maria Mavrommati, Paraskevi V. Voulgari, Themis Exarchos, Clio P. Mavragani, Chiara Baldini, Fotini N. Skopouli, Dimitrios I. Fotiadis, Dimitrios I. Fotiadis, Salvatore De Vita, Haralampos M. Moutsopoulos, Haralampos M. Moutsopoulos, Athanasios G. Tzioufas, Athanasios G. Tzioufas

Get full text

Addressing the clinical unmet needs in primary Sjögren’s Syndrome through the sharing, harmonization and federated analysis of 21 European cohorts by Vasileios C. Pezoulas, Andreas Goules, Fanis Kalatzis, Luke Chatzis, Konstantina D. Kourou, Aliki Venetsanopoulou, Themis P. Exarchos, Saviana Gandolfo, Konstantinos Votis, Evi Zampeli, Jan Burmeister, Thorsten May, Manuel Marcelino Pérez, Iryna Lishchuk, Thymios Chondrogiannis, Vassiliki Andronikou, Theodora Varvarigou, Nenad Filipovic, Manolis Tsiknakis, Chiara Baldini, Michele Bombardieri, Hendrika Bootsma, Simon J. Bowman, Muhammad Shahnawaz Soyfoo, Dorian Parisis, Christine Delporte, Valérie Devauchelle-Pensec, Jacques-Olivier Pers, Thomas Dörner, Elena Bartoloni, Roberto Gerli, Roberto Giacomelli, Roland Jonsson, Wan-Fai Ng, Roberta Priori, Manuel Ramos-Casals, Kathy Sivils, Fotini Skopouli, Witte Torsten, Joel A. G. van Roon, Mariette Xavier, Salvatore De Vita, Athanasios G. Tzioufas, Dimitrios I. Fotiadis

Get full text