Assessment of Machine Learning Algorithms for the Purpose of Primary Sjögren's Syndrome Grade Classification from Segmented Ultrasonography Images. - Arso M. Vukicevic; Alen Zabotti; Salvatore de Vita; Nenad Filipovic (FABULOUS, 2017)

Towards the Establishment of a Biomedical Ontology for the Primary Sjögren's Syndrome. - Vasileios C. Pezoulas; Themis P. Exarchos; Vassiliki Andronikou; Theodora A. Varvarigou; Athanasios G. Tzioufas; Salvatore de Vita; Dimitrios I. Fotiadis (EMBC, 2018)

A De-centralized Framework for Data Sharing, Ontology Matching and Distributed Analytics. - Vasileios C. Pezoulas; Konstantina D. Kourou; Themis P. Exarchos; Vassiliki Andronikou; Theodora A. Varvarigou; Athanasios G. Tzioufas; Salvatore de Vita; Dimitrios I. Fotiadis (SWH@ISWC, 2018)

Predicting lymphoma outcomes and risk factors in patients with primary Sjögren's Syndrome using gradient boosting tree ensembles. - Vasileios C. Pezoulas; Themis P. Exarchos; Athanasios G. Tzioufas; Salvatore de Vita; Dimitrios I. Fotiadis (EMBC, 2019)

Medical data quality assessment: On the development of an automated framework for medical data curation. - Vasileios C. Pezoulas; Konstantina D. Kourou; Fanis G. Kalatzis; Themis P. Exarchos; Aliki Venetsanopoulou; Evi Zampeli; Saviana Gandolfo; Fotini Skopouli; Salvatore de Vita; Athanasios G. Tzioufas; Dimitrios I. Fotiadis (Comput. Biol. Medicine, 2019)

Radiomics-Based Assessment of Primary Sjögren's Syndrome From Salivary Gland Ultrasonography Images. - Arso M. Vukicevic; Nenad Filipovic; Vera Milic; Alen Zabotti; Alojzija Hocevar; Orazio De Lucia; Georgios Filippou; Alejandro F. Frangi; Athanasios G. Tzioufas; Salvatore de Vita (IEEE J. Biomed. Health Informatics, 2020)

Scoring Primary Sjögren's syndrome affected salivary glands ultrasonography images by using deep learning algorithms. - Arso M. Vukicevic; Alen Zabotti; Vera Milic; Alojzija Hocevar; Orazio De Lucia; Georgios Filippou; Athanasios G. Tzioufas; Salvatore de Vita; Nenad Filipovic (BIBE, 2021)

A federated AI strategy for the classification of patients with Mucosa Associated Lymphoma Tissue (MALT) lymphoma across multiple harmonized cohorts. - Vasileios C. Pezoulas; Fanis G. Kalatzis; Themis P. Exarchos; Luke Chatzis; Saviana Gandolfo; Andreas Goules; Salvatore de Vita; Athanasios G. Tzioufas; Dimitrios I. Fotiadis (EMBC, 2021)

Deep learning segmentation of Primary Sjögren's syndrome affected salivary glands from ultrasonography images. - Arso M. Vukicevic; Milos D. Radovic; Alen Zabotti; Vera Milic; Alojzija Hocevar; Sara Zandonella Callegher; Orazio De Lucia; Salvatore de Vita; Nenad Filipovic (Comput. Biol. Medicine, 2021)