Konstantinos Panagiotopoulos

Collaboratore Esterno
Dipartimento di Ingegneria Meccanica e Aerospaziale (DIMEAS)

konstantinos.panagiotopoulos@polito.it

Profilo

Interessi di ricerca

Artificial intelligence

Bioinformatics

Biological networks

Predictive analytics

Competenze

Settori ERC

LS2_12 - Bioinformatics

PE6_13 - Bioinformatics, biocomputing, and DNA and molecular computation

LS2_13 - Computational biology

PE6_12 - Scientific computing, simulation and modelling tools

SDG

Goal 1: No poverty

Goal 3: Good health and well-being

Goal 5: Gender equality

Goal 13: Climate action

Ricerca

Gruppi di ricerca

Biomeccanica dei solidi e dei fluidi (DIMEAS)

Altre attività e progetti di ricerca

PhD candidate at DIMEAS and a fellow researcher in MSCA-ITN in the PARENT project.

Pubblicazioni

Pubblicazioni più recenti Vedi tutte le pubblicazioni su Porto@Iris

Panagiotopoulos, Konstantinos (2025)
Bioinformatics and Machine Learning Approaches for Biomarker Discovery and Predictive Modelling. relatore: DERIU, MARCO AGOSTINO; TUSZYNSKI, JACEK ADAM; , 37. XXXVII Ciclo, P.: 216
Doctoral Thesis
Shah, Syed Taimoor Hussain; Shah, Syed Adil Hussain; Panagiotopoulos, Konstantinos; ... (2025)
Explainable Emotion Recognition Using Xception-Based Feature Extraction and Supervised Machine Learning on the RAVDESS Dataset. In: 2025 IEEE Medical Measurements & Applications (MeMeA), Chania, Greece. ISBN: 979-8-3315-2347-3
Contributo in Atti di Convegno (Proceeding)
Shah, SYED TAIMOOR HUSSAIN; Shah, SYED ADIL HUSSAIN; Panagiotopoulos, Konstantinos; ... (2025)
Artificial intelligence coupled with the Internet of Things targeting neurodevelopmental challenges in preterm neonates. In: JOURNAL OF MULTISCALE NEUROSCIENCE, vol. 4. ISSN 2653-4983
Contributo su Rivista
Gentile, Fr; Shah, Sth; Sperti, M; Panagiotopoulos, K; Primi, R; Bendotti, S; Currao, A; ... (2023)
An innovative MedIcaL dEcision Support tool for neurological ouTcome predictiOn from post-resuscitatioN Electrocardiograms (MILESTONE). In: EUROPEAN HEART JOURNAL, vol. 44. ISSN 1522-9645
Contributo su Rivista
Panagiotopoulos, Konstantinos; Korfiati, Aigli; Theofilatos, Konstantinos; Hurwitz, ... (2023)
MEvA-X: a hybrid multiobjective evolutionary tool using an XGBoost classifier for biomarkers discovery on biomedical datasets. In: BIOINFORMATICS, vol. 39. ISSN 1367-4811
Contributo su Rivista