An explainable machine learning-driven proposal of pulmonary fibrosis biomarkers

por Fanidis, Dionysios, Pezoulas, Vasileios C., Fotiadis, Dimitrios Ι., Aidinis, Vassilis
Publicado 2023

Resting-State Functional Connectivity and Network Analysis of Cerebellum with Respect to IQ and Gender

por Pezoulas, Vasileios C., Zervakis, Michalis, Michelogiannis, Sifis, Klados, Manousos A.
Publicado 2017

Corrigendum: Resting-State Functional Connectivity and Network Analysis of Cerebellum With Respect to IQ and Gender

por Pezoulas, Vasileios C., Zervakis, Michalis, Michelogiannis, Sifis, Klados, Manousos A.
Publicado 2018

A computational workflow for the detection of candidate diagnostic biomarkers of Kawasaki disease using time-series gene expression data

por Pezoulas, Vasileios C., Papaloukas, Costas, Veyssiere, Maëva, Goules, Andreas, Tzioufas, Athanasios G., Soumelis, Vassili, Fotiadis, Dimitrios I.
Publicado 2021

Region-adaptive magnetic resonance image enhancement for improving CNN-based segmentation of the prostate and prostatic zones

por Zaridis, Dimitrios I., Mylona, Eugenia, Tachos, Nikolaos, Pezoulas, Vasileios C., Grigoriadis, Grigorios, Tsiknakis, Nikos, Marias, Kostas, Tsiknakis, Manolis, Fotiadis, Dimitrios I.
Publicado 2023

ICU admission and mortality classifiers for COVID-19 patients based on subgroups of dynamically associated profiles across multiple timepoints

por Pezoulas, Vasileios C., Kourou, Konstantina D., Mylona, Eugenia, Papaloukas, Costas, Liontos, Angelos, Biros, Dimitrios, Milionis, Orestis I., Kyriakopoulos, Chris, Kostikas, Kostantinos, Milionis, Haralampos, Fotiadis, Dimitrios I.
Publicado 2022

Small airways dysfunction in patients with systemic sclerosis and interstitial lung disease

por Panagopoulos, Panagiotis K., Goules, Andreas V., Georgakopoulou, Vasiliki E., Kallianos, Anastasios, Chatzinikita, Eirini, Pezoulas, Vasileios C., Malagari, Katerina, Fotiadis, Dimitrios I., Vlachoyiannopoulos, Panayiotis, Vassilakopoulos, Theodoros, Tzioufas, Athanasios G.
Publicado 2022

A Multimodal Approach for the Risk Prediction of Intensive Care and Mortality in Patients with COVID-19

por Pezoulas, Vasileios C., Kourou, Konstantina D., Papaloukas, Costas, Triantafyllia, Vassiliki, Lampropoulou, Vicky, Siouti, Eleni, Papadaki, Maria, Salagianni, Maria, Koukaki, Evangelia, Rovina, Nikoletta, Koutsoukou, Antonia, Andreakos, Evangelos, Fotiadis, Dimitrios I.
Publicado 2021

Disease Progression of Hypertrophic Cardiomyopathy: Modeling Using Machine Learning

por Pičulin, Matej, Smole, Tim, Žunkovič, Bojan, Kokalj, Enja, Robnik-Šikonja, Marko, Kukar, Matjaž, Fotiadis, Dimitrios I, Pezoulas, Vasileios C, Tachos, Nikolaos S, Barlocco, Fausto, Mazzarotto, Francesco, Popović, Dejana, Maier, Lars S, Velicki, Lazar, Olivotto, Iacopo, MacGowan, Guy A, Jakovljević, Djordje G, Filipović, Nenad, Bosnić, Zoran
Publicado 2022

Sjögren’s Syndrome: The Clinical Spectrum of Male Patients

por Chatzis, Loukas, Pezoulas, Vasileios C., Ferro, Francesco, Gandolfo, Saviana, Donati, Valentina, Binutti, Marco, Callegher, Sara Zandonella, Venetsanopoulou, Aliki, Zampeli, Evangelia, Mavrommati, Maria, Argyropoulou, Ourania D., Michalopoulos, Giorgos, Voulgari, Paraskevi V., Exarchos, Themis, Baldini, Chiara, Skopouli, Fotini N., Fotiadis, Dimitrios I., De Vita, Salvatore, Moutsopoulos, Haralampos M., Tzioufas, Athanasios G., Goules, Andreas V.
Publicado 2020

Primary Sjögren’s Syndrome of Early and Late Onset: Distinct Clinical Phenotypes and Lymphoma Development

por Goules, Andreas V., Argyropoulou, Ourania D., Pezoulas, Vasileios C., Chatzis, Loukas, Critselis, Elena, Gandolfo, Saviana, Ferro, Francesco, Binutti, Marco, Donati, Valentina, Zandonella Callegher, Sara, Venetsanopoulou, Aliki, Zampeli, Evangelia, Mavrommati, Maria, Voulgari, Paraskevi V., Exarchos, Themis, Mavragani, Clio P., Baldini, Chiara, Skopouli, Fotini N., Fotiadis, Dimitrios I., De Vita, Salvatore, Moutsopoulos, Haralampos M., Tzioufas, Athanasios G.
Publicado 2020

Addressing the clinical unmet needs in primary Sjögren’s Syndrome through the sharing, harmonization and federated analysis of 21 European cohorts

por Pezoulas, Vasileios C., Goules, Andreas, Kalatzis, Fanis, Chatzis, Luke, Kourou, Konstantina D., Venetsanopoulou, Aliki, Exarchos, Themis P., Gandolfo, Saviana, Votis, Konstantinos, Zampeli, Evi, Burmeister, Jan, May, Thorsten, Marcelino Pérez, Manuel, Lishchuk, Iryna, Chondrogiannis, Thymios, Andronikou, Vassiliki, Varvarigou, Theodora, Filipovic, Nenad, Tsiknakis, Manolis, Baldini, Chiara, Bombardieri, Michele, Bootsma, Hendrika, Bowman, Simon J., Soyfoo, Muhammad Shahnawaz, Parisis, Dorian, Delporte, Christine, Devauchelle-Pensec, Valérie, Pers, Jacques-Olivier, Dörner, Thomas, Bartoloni, Elena, Gerli, Roberto, Giacomelli, Roberto, Jonsson, Roland, Ng, Wan-Fai, Priori, Roberta, Ramos-Casals, Manuel, Sivils, Kathy, Skopouli, Fotini, Torsten, Witte, A. G. van Roon, Joel, Xavier, Mariette, De Vita, Salvatore, Tzioufas, Athanasios G., Fotiadis, Dimitrios I.
Publicado 2022