Data4SmartHealth 2025

27 November 2025, 09:00 – 13:30, Room NOI B1.1.21
Faculty of Engineering, Free University of Bozen-Bolzano, Italy

Program

D4SH 2025 will revolve around two thematic sessions: artificial intelligence tools for radiomics and automatic segmentation of clinical images, and construction of public research datasets that integrate radiomics and clinical data.

For each session, there will be a main speaker who will give a long talk (45 min), followed by two short presentations (15 min each) and an in-depth discussion on the topic (45 min).

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09:00 – 09:05: Introduction to the event

09:05 – 11:05: Session 1: Artificial intelligence tools for radiomics and image segmentation

• Artificial Intelligence in PET Imaging: Opportunities and Challenges
  Markus Galler, Nuclear Medicine Department, Charité University Hospital, Berlin, Germany
  (slides)
• Image Processing in KNIME: from Classic Image Processing to Artificial Intelligence
  Andrea Rosani and Giuseppe di Fatta, Faculty of Engineering, Free University of Bozen-Bolzano, Italy
  (slides)
• Artificial Intelligence and Radiomics for Prostate Cancer Outcome Prediction
  Mojtaba Hajian, Faculty of Engineering, Free University of Bozen-Bolzano, Italy
  (slides)
• Discussion

11:05 – 11:25: Coffee break
11:25 – 13:25: Session 2: Public research datasets that integrate radiomics and clinical data

• Semantic Technologies for Data Access and Integration
  Diego Calvanese, Faculty of Engineering, Free University of Bozen-Bolzano, Italy
  (slides)
• Achieving Semantic Interoperability in Health Records standards: Who is Doing What, and Where
  Alessandro Mosca, Laboratory for Applied Ontology (LOA), Institute of Cognitive Sciences and Technologies (ISTC-CNR), Italy
  (slides)
• The Pillars of Radiomics Research: Sound Scientific Hypotheses and High-Quality Datasets
  Francesco Fiz, Nuclear Medicine Department, Galliera Hospital, Genoa, Italy
  (slides)
• Discussion

13:25 – 13:30: Closing

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