Ph.D. candidate in Bioingegneria E Scienze Medico-chirurgiche , 40th cycle (2024-2027)
Department of Mechanical and Aerospace Engineering (DIMEAS)
Adjunct lecturer/Adjunct instructor
Department of Mechanical and Aerospace Engineering (DIMEAS)
Profile
PhD
Research topic
Cutting-edge bioengineering solutions for advancing organ transplants
Tutors
Keywords
Biography
Her current research focuses on the application of artificial intelligence in the field of organ transplantation. Through her project, "Cutting-edge Bioengineering Solutions for Advancing Organ Transplants," she aims to develop AI-powered systems that support the transplant process—from optimizing organ matching to improving patient monitoring and post-operative outcomes. Her goal is to enhance clinical decision-making and contribute to more effective, personalized, and accessible transplant care.
Prior to her PhD, Alexandra conducted research on EEG analysis and machine learning applications in epilepsy treatment, presenting a framework that combined brain connectivity modeling with non-invasive brain stimulation techniques. She has also contributed to a study of wearable biomedical devices for multimodal biosignal monitoring, with applications in telehealth.
With a passion for improving patient outcomes through technology, Alexandra brings a multidisciplinary and international perspective to her work. Of Greek and Italian origin, she is fluent in multiple languages and values collaboration across cultures and fields of expertise. Her vision is to help bridge engineering innovation and clinical practice to create meaningful impact in healthcare.
Teaching
Teachings
Master of Science
- Biomechanical design. A.A. 2026/27, INGEGNERIA BIOMEDICA. Collaboratore del corso
- Biomechanical design. A.A. 2026/27, INGEGNERIA BIOMEDICA. Collaboratore del corso
- Rational Drug Design: Principles and Applications. A.A. 2026/27, INGEGNERIA BIOMEDICA. Collaboratore del corso
- Molecular Biomechanics. A.A. 2026/27, INGEGNERIA BIOMEDICA. Collaboratore del corso
- Molecular Biomechanics. A.A. 2026/27, INGEGNERIA BIOMEDICA. Collaboratore del corso
Publications
PoliTO co-authors
Last years publications
Publications by type
Latest publications View all publications in Porto@Iris
- Iqbal Khan, Iqra; Shah, Syed Adil Hussain; Tsipourakis, Alexandra; Malavolta, Marta; ... (2026)
Artificial intelligence in breast cancer imaging: a systematic review of detection, segmentation, explainability, and clinical translation. In: FRONTIERS IN IMAGING, vol. 5, pp. 1-25. ISSN 2813-3315
Contributo su Rivista - Francesca Pattonieri, Eleonora; Gregorini, Marilena; Tsipourakis, Alexandra; Kassem, ... (2026)
Explainable Machine Learning for Fracture Risk Assessment in Kidney Transplant Recipients: A Single-Center Experience. In: 63° ERA Congress, Glasgow, 3-6 June 2026
Contributo in Atti di Convegno (Proceeding) - Tsipourakis, Alexandra; Deriu, Marco Agostino (2025)
Investigating brain connectivity from a signal processing perspective. In: JOURNAL OF MULTISCALE NEUROSCIENCE, vol. 4, pp. 147-157. ISSN 2653-4983
Contributo su Rivista
Knowledge Valorisation
Public engagement
- Progetto Diderot - Bioingegneria della Nutrizione e del Gusto: AI per Decifrare le Percezioni Sensoriali (2026)
Engagement and interaction activities with the school system (e.g. experiments, simulations, educational games and other laboratory activities, citizenship education, etc.)
Other people involved: Giuseppe Cicero, Marco Agostino Deriu, Silvia Godio, Marta Malavolta, Konstantinos Panagiotopoulos, Syed Taimoor Hussain Shah, Eric Adriano Zizzi
- JUST THE WOMAN I AM (2025)
Products dedicated to non-academic audiences, radio and television programmes
Other people involved: Marco Agostino Deriu, Silvia Godio, Syed Taimoor Hussain Shah
- Progetto DIDEROT - Linea Progettuale: Bioingegneria della Nutrizione: Dalla Molecola alla Forchetta (2025)
Engagement and interaction activities with the school system (e.g. experiments, simulations, educational games and other laboratory activities, citizenship education, etc.)
Other people involved: Marco Agostino Deriu, Silvia Godio, Marta Malavolta, Lorenzo Pallante, Konstantinos Panagiotopoulos, Syed Taimoor Hussain Shah, Michela Sperti, Eric Adriano Zizzi