Building in-silico pathway SBML models from heterogeneous sources. - Yiannis Kanaris; Konstantinos Moutselos; Aristotelis Chatziioannou; Ilias Maglogiannis; Fragiskos N. Kolisis (BIBE, 2008)

KEGGconverter: a tool for the in-silico modelling of metabolic networks of the KEGG Pathways database. - Konstantinos Moutselos; Ioannis Kanaris; Aristotelis Chatziioannou; Ilias Maglogiannis; Fragiskos N. Kolisis (BMC Bioinform., 2009)

GOrevenge: A Novel Generic Reverse Engineering Method for the Identification of Critical Molecular Players, Through the Use of Ontologies. - Konstantinos Moutselos; Ilias Maglogiannis; Aristotelis Chatziioannou (IEEE Trans. Biomed. Eng., 2011)

Heterogeneous data fusion and selection in high-volume molecular and imaging datasets. - Konstantinos Moutselos; Ilias Maglogiannis; Aristotelis Chatziioannou (BIBE, 2012)

Feature Selection Study on Separate Multi-modal Datasets: Application on Cutaneous Melanoma. - Konstantinos Moutselos; Aristotelis Chatziioannou; Ilias Maglogiannis (AIAI (2), 2012)

Inference of a robust diagnostic signature in the case of Melanoma: Gene selection by information gain and Gene Ontology tree exploration. - Ioannis Valavanis; Konstantinos Moutselos; Ilias Maglogiannis; Aristotelis A. Chatziioannou (BIBE, 2013)

Gene Prioritization for Inference of Robust Composite Diagnostic Signatures in the Case of Melanoma. - Ioannis Valavanis; Konstantinos Moutselos; Ilias Maglogiannis; Aristotelis Chatziioannou (AIAI, 2013)

Natural interaction expressivity modeling and analysis. - George Caridakis; Konstantinos Moutselos; Ilias Maglogiannis (PETRA, 2013)

Intelligent mining of biomedical data for the creation of integrated physiological models - Konstantinos Moutselos (2013)

Trustworthy data processing for health analytics tasks. - Konstantinos Moutselos; Dimosthenis Kyriazis; Vasiliki Diamantopoulou; Ilias Maglogiannis (IEEE BigData, 2018)

Superpixel-Based Classification of Occlusal Caries Photography. - Konstantinos Moutselos; Elias D. Berdouses; Constantine J. Oulis; Ilias Maglogiannis (ICIP, 2018)

A Web Based Modular Environment for Assisting Health Policy Making Utilizing Big Data Analytics. - Konstantinos Moutselos; Dimosthenis Kyriazis; Ilias Maglogiannis (IISA, 2018)

Recognizing Occlusal Caries in Dental Intraoral Images Using Deep Learning. - Konstantinos Moutselos; Elias D. Berdouses; Constantine J. Oulis; Ilias Maglogiannis (EMBC, 2019)

PolicyCLOUD: Analytics as a Service Facilitating Efficient Data-Driven Public Policy Management. - Dimosthenis Kyriazis; Ofer Biran; Thanassis Bouras; Klaus Brisch; Armend Duzha; Rafael del Hoyo; Athanasios Kiourtis; Pavlos Kranas; Ilias Maglogiannis; George Manias; Marc Meerkamp; Konstantinos Moutselos; et al. (AIAI (1), 2020)

On the Reusability of ISIC Data for Training DL Classifiers Applied on Clinical Skin Images. - Konstantinos Moutselos; Ilias Maglogiannis (AIAI (Workshops), 2022)

Setting a Baseline for Long-Shot Real-Time Player and Ball Detection in Soccer Videos. - Konstantinos Moutselos; Ilias Maglogiannis (IISA, 2023)

SoccerNet_v3_H250/. - Konstantinos Moutselos; Ilias Maglogiannis (Zenodo, 2023)

Dataset for Project T2EDK-04581: DFVA (Deep Football Video Analytics). - Panagiotis Kaddas; Ilias Maglogiannis; Konstantinos Moutselos; Panagiotis Mavrogiannis; Melina Tziomaka; Ioannis Kapetangeorgis; Kostis Petrakis (Zenodo, 2023)

Zero-shot Segmentation of Skin Conditions: Erythema with Edit-Friendly Inversion. - Konstantinos Moutselos; Ilias Maglogiannis (CoRR, 2025)

Skin image analysis for detection and quantitative assessment of dermatitis, vitiligo and alopecia areata lesions: a systematic literature review. - Athanasios Kallipolitis; Konstantinos Moutselos; Argyrios Zafeiriou; Stelios Andreadis; Anastasia Matonaki; Thanos G. Stavropoulos; Ilias Maglogiannis (BMC Medical Informatics Decis. Mak., 2025)