Eleonora Poeta

Research topic

Safe and Trustworthy AI

Tutors

• Elena Maria Baralis
• Tania Cerquitelli
• Eliana Pastor

• Best Paper Award MAMA-MIA Challenge at MICCAI 2025 (2025)

Master of Science

• Explainable and trustworthy AI. A.A. 2025/26, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Business intelligence per big data. A.A. 2025/26, INGEGNERIA MATEMATICA. Collaboratore del corso
• Explainable and trustworthy AI. A.A. 2024/25, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Business intelligence per big data. A.A. 2024/25, INGEGNERIA GESTIONALE. Collaboratore del corso
• Data science lab: process and methods. A.A. 2024/25, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
• Explainable and trustworthy AI. A.A. 2023/24, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Business intelligence per big data. A.A. 2023/24, INGEGNERIA GESTIONALE. Collaboratore del corso

• DBDM - Database and Data Mining Group (DAUIN)

• Septiers, Valentin; Sosa-Marrero, Carlos; Poeta, Eleonora; Chourak, Hilda; Briens, ... (2026)
  Explainable Prediction of Recurrence After Prostate Cancer Radiotherapy Using in Silico digital twin model and machine learning. In: Digital Twin for Healthcare. DT4H 2025 held in Conjunction with MICCAI 2025 (28th International Conference on Medical Image Computing and Computer Assisted Intervention), Daejeon (KOR), September 23, 2025, pp. 152-163. ISSN 1611-3349. ISBN: 978-3-032-07694-6
  Contributo in Atti di Convegno (Proceeding)
• Poeta, Eleonora; Vargas, Luisa; Falcetta, Daniele; Marciano', Vincenzo; Pastor, Eliana; ... (2026)
  Divergence-Aware Training with Automatic Subgroup Mitigation for Breast Tumor Segmentation. In: Second Deep Breast Workshop, Deep-Breath 2025, Held in Conjunction with MICCAI 2025 (28th International Conference on Medical Image Computing and Computer Assisted Intervention), Daejeon (KOR), September 23rd -27th, 2025, pp. 52-62. ISSN 1611-3349. ISBN: 978-3-032-05559-0
  Contributo in Atti di Convegno (Proceeding)
• Pastor, Eliana; Poeta, Eleonora; Panisson, André; Perotti, Alan; Ciravegna, Gabriele (2025)
  Beyond Input Attribution: A Hands-On Tutorial to Concept-Based Explainable AI and Mechanistic Interpretability. In: 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Toronto ON (CAN), August 3 - 7, 2025, pp. 6247-6248. ISBN: 979-8-4007-1454-2
  Contributo in Atti di Convegno (Proceeding)
• Vargas, Luisa; Poeta, Eleonora; Cerquitelli, Tania; Baralis, Elena; Zuluaga, Maria A. (2025)
  MedOpenSeg: Open-World Medical Segmentation with Memory-Augmented Transformers. In: 36th British Machine Vision Conference, Sheffield (UK), 24th - 27th November 2025
  Contributo in Atti di Convegno (Proceeding)
• Poeta, Eleonora; Ciravegna, Gabriele; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena (2025)
  Concept-based Explainable Artificial Intelligence: A Survey. In: ACM COMPUTING SURVEYS. ISSN 0360-0300
  Contributo su Rivista