Archivio Istituzionale della RicercaPANAGIOTOPOULOS, KONSTANTINOS
PANAGIOTOPOULOS, KONSTANTINOS
Dipartimento di Ingegneria Meccanica e Aerospaziale
091062
Artificial intelligence coupled with the Internet of Things targeting neurodevelopmental challenges in preterm neonates
2025 Shah, Syed Taimoor Hussain; Shah, Syed Adil Hussain; Panagiotopoulos, Konstantinos; Pigueiras-del-Real, Janet; Qayyum, Kainat; Baqir Hussain Shah, Syed; Ahmad Qureshi, Shahzad; Di Terlizzi, Angelo; Di Benedetto, Giacomo; Deriu, Marco Agostino
Artificial Intelligence-based Approaches for Characterizing Plaque Components From Intravascular Optical Coherence Tomography Imaging: Integration Into Clinical Decision Support Systems
2025 Sperti, Michela; Cardaci, Camilla; Bruno, Francesco; Shah, Syed Taimoor Hussain; Panagiotopoulos, Konstantinos; Kassem, Karim; De Nisco, Giuseppe; Morbiducci, Umberto; Piccolo, Raffaele; Burzotta, Francesco; D’Ascenzo, Fabrizio; Deriu, Marco Agostino; Chiastra, Claudio
Bioinformatics and Machine Learning Approaches for Biomarker Discovery and Predictive Modelling
2025 Panagiotopoulos, Konstantinos
Explainable Emotion Recognition Using Xception-Based Feature Extraction and Supervised Machine Learning on the RAVDESS Dataset
2025 Shah, Syed Taimoor Hussain; Shah, Syed Adil Hussain; Panagiotopoulos, Konstantinos; Pigueiras-del-Real, Janet; Qayyum, Kainat; Baqir Hussain Shah, Syed; Buccoliero, Andrea; Di Terlizzi, Angelo; Deriu, Marco Agostino
An innovative MedIcaL dEcision Support tool for neurological ouTcome predictiOn from post-resuscitatioN Electrocardiograms (MILESTONE)
2023 Gentile, Fr; Shah, Sth; Sperti, M; Panagiotopoulos, K; Primi, R; Bendotti, S; Currao, A; Compagnoni, S; Baldi, E; Lopiano, C; Vicini Scajola, L; Marconi, G; Deriu, Ma; Savastano, S
MEvA-X: a hybrid multiobjective evolutionary tool using an XGBoost classifier for biomarkers discovery on biomedical datasets
2023 Panagiotopoulos, Konstantinos; Korfiati, Aigli; Theofilatos, Konstantinos; Hurwitz, Peter; Deriu, MARCO AGOSTINO; Mavroudi, Seferina
A review on computational tools for analytical visualisation and molecular interactions of sncRNAs: prospects in NDDs
2022 Panagiotopoulos, Konstantinos; Ibanibo, Lolia; Perrone, Benedetta; Marchetti, Caterina; Tumsich, Martina; Traetta, Giovanni; Theofilatos, Konstantinos; Deriu, Marco A.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Artificial intelligence coupled with the Internet of Things targeting neurodevelopmental challenges in preterm neonates / Shah, S.T.H., Shah, S.A.H., Panagiotopoulos, K., Pigueiras-del-Real, J., Qayyum, K., Baqir Hussain Shah, S., Ahmad Qureshi, S., Di Terlizzi, A., Di Benedetto, G., Deriu, M.A.. - In: JOURNAL OF MULTISCALE NEUROSCIENCE. - ISSN 2653-4983. - 4:1(2025), pp. 32-56. [10.56280/1680389540] | 1-gen-2025 | Syed Taimoor Hussain ShahSyed Adil Hussain ShahKonstantinos PanagiotopoulosGiacomo Di BenedettoMarco Agostino Deriu + | 3 jmn4(1)_Marco.pdf |
| Artificial Intelligence-based Approaches for Characterizing Plaque Components From Intravascular Optical Coherence Tomography Imaging: Integration Into Clinical Decision Support Systems / Sperti, M., Cardaci, C., Bruno, F., Shah, S.T.H., Panagiotopoulos, K., Kassem, K., De Nisco, G., Morbiducci, U., Piccolo, R., Burzotta, F., D’Ascenzo, F., Deriu, M.A., Chiastra, C.. - In: REVIEWS IN CARDIOVASCULAR MEDICINE. - ISSN 1530-6550. - 26:7(2025), pp. 1-23. [10.31083/RCM39210] | 1-gen-2025 | Michela SpertiCamilla CardaciSyed Taimoor Hussain ShahKonstantinos PanagiotopoulosKarim KassemGiuseppe De NiscoUmberto MorbiducciFabrizio D’AscenzoMarco Agostino DeriuClaudio Chiastra + | 7dcd8a65b5767ff9bbfad221b510aeb1.pdf |
| Bioinformatics and Machine Learning Approaches for Biomarker Discovery and Predictive Modelling / Panagiotopoulos, Konstantinos. - (2025 Sep 10), pp. 1-216. [10.13121/polito/porto/3002977] | 10-set-2025 | PANAGIOTOPOULOS, KONSTANTINOS | conv_PanagiotopoulosPhD_revised.pdf; conv_thesis summary.pdf |
| Explainable Emotion Recognition Using Xception-Based Feature Extraction and Supervised Machine Learning on the RAVDESS Dataset / Shah, S.T.H., Shah, S.A.H., Panagiotopoulos, K., Pigueiras-del-Real, J., Qayyum, K., Baqir Hussain Shah, S., Buccoliero, A., Di Terlizzi, A., Deriu, M.A.. - (2025), pp. -1. (2025 IEEE Medical Measurements & Applications (MeMeA) Chania (GRC) 28-30 May 2025) [10.1109/memea65319.2025.11068008]. | 1-gen-2025 | Syed Taimoor Hussain ShahSyed Adil Hussain ShahKonstantinos PanagiotopoulosMarco Agostino Deriu + | Explainable_Emotion_Recognition_Using_Xception-Based_Feature_Extraction_and_Supervised_Machine_Learning_on_the_RAVDESS_Dataset.pdf |
| An innovative MedIcaL dEcision Support tool for neurological ouTcome predictiOn from post-resuscitatioN Electrocardiograms (MILESTONE) / Gentile, F.r., Shah, S., Sperti, M., Panagiotopoulos, K., Primi, R., Bendotti, S., Currao, A., Compagnoni, S., Baldi, E., Lopiano, C., Vicini Scajola, L., Marconi, G., Deriu, M.a., Savastano, S.. - In: EUROPEAN HEART JOURNAL. - ISSN 1522-9645. - 44:Issue Supplement_2(2023). [10.1093/eurheartj/ehad655.650] | 1-gen-2023 | STH ShahM SpertiK PanagiotopoulosMA Deriu + | ehad655.650.pdf |
| MEvA-X: a hybrid multiobjective evolutionary tool using an XGBoost classifier for biomarkers discovery on biomedical datasets / Panagiotopoulos, K., Korfiati, A., Theofilatos, K., Hurwitz, P., Deriu, M.A., Mavroudi, S.. - In: BIOINFORMATICS. - ISSN 1367-4811. - 39:7(2023). [10.1093/bioinformatics/btad384] | 1-gen-2023 | Konstantinos PanagiotopoulosMarco Agostino Deriu + | btad384.pdf |
| A review on computational tools for analytical visualisation and molecular interactions of sncRNAs: prospects in NDDs / Panagiotopoulos, K., Ibanibo, L., Perrone, B., Marchetti, C., Tumsich, M., Traetta, G., Theofilatos, K., Deriu, M.A.. - ELETTRONICO. - (2022), pp. 100-118. (1st International Workshop in Neurodevelopmental Impairments in Preterm Children - Computational Advancements (DETERMINED 2022) Ljubljana, Slovenia 26 August 2022). | 1-gen-2022 | Konstantinos PanagiotopoulosBenedetta PerroneCaterina MarchettiMarco A. Deriu + | DETERMINED2022.pdf |