AI for Medicine and Health
Date: 18 June 2026
Room: CB30A
Chairs: Domenico Bloisi (UniInt), Stefano Marrone (Unina)
Description
The AI for Medicine and Health workshop explores the use of artificial intelligence in clinical, biomedical, and healthcare contexts, with the aim of supporting diagnosis, treatment, and patient management. It focuses on the analysis of complex health data, medical imaging, and the development of clinical decision support tools. Topics include personalized medicine, predictive systems, and the integration of AI into healthcare processes.
Detailed Programme
Times show each contribution's presentation slot. An asterisk marks the presenting author when provided in the programme data.
| Time | ID | Contribution |
|---|---|---|
| 09:00-09:10 | #16 | Retrieval-Guided Generation for Safer Histopathology Image Captioning |
| 09:10-09:20 | #47 | Assessing the impact of segmentation on skin lesion classification accuracy |
| 09:20-09:30 | #60 | OvAi Focus: AI-based Multi-class Segmentation of Functional Ovaries and Adnexal Masses in Gynecological Ultrasound |
| 09:30-09:40 | #111 | A Lightweight Fiducial-Based Pipeline for 3D Hyperspectral Mapping of ex-vivo Lumpectomy Specimens |
| 09:40-09:50 | #19 | Artificial Intelligence Technologies for Cardiovascular Diagnosis and Prevention |
| 09:50-10:00 | #13 | Towards Trustworthy Medical AI: Synthesis, Integrity, and Biometric Authentication |
| 10:00-10:10 | #80 | Medical LLM and Ontologies for the HL7 FHIR-Based Interoperability of Italian Radiology Reports |
| 10:10-10:20 | #116 | Neurosymbolic AI for Interpretable Diagnosis: The AI2C Center Experience at Pegaso University |
| 10:20-10:30 | #26 | An Intelligent Web Application for Biomedical Knowledge Graph Curation |
| 10:30-11:00 | Coffee Break | |
| 11:00-11:10 | #132 | From Data-Driven Models to Knowledge-Aware Systems: Inductive and Neurosymbolic AI Applications |
| 11:10-11:20 | #87 | AI Methodologies for Robust and Generalizable e-Health Applications Across Signal, Image, and Language Domains |
| 11:20-11:30 | #67 | Automatic Detection of Brain Pathologies Based on an SVM Classifier |
| 11:30-11:40 | #88 | Bias-Aware Knowledge Distillation for ECG Foundation Models via SHAP-Guided Feature Selection |
| 11:40-11:50 | #73 | Prior-Gated Transformer Attention for Interpretable Single-Cell Classification |
| 11:50-12:00 | #108 | Deployable Health AI under Real-World Constraints: Multimodal Learning and Foundation Models |
| 12:00-12:10 | #45 | Predicting cognitive functioning through everyday behavior using passive smartphone sensing: The VISAD approach |
| 12:10-12:20 | #76 | Identity-Aware Pool of Experts for Mental-Health Assessment |
| 12:20-12:30 | #102 | Artificial Intelligence in Healthcare: Advances in Geriatric and Genomic Applications |
| 12:30-12:40 | #58 | UniCas Research in AI-Driven Healthcare: Advances in Imaging and Clinical Decision Support |
| 12:40-12:50 | #125 | Advances in AI for Healthcare: Research Activities of CINI-AIIS at Federico II University |
| 13:10-14:30 | Lunch | |
| 14:30-14:40 | #94 | Advancements in Artificial Intelligence and Computer Vision for Biomedical Applications @SI-Lab |
| 14:40-14:50 | #99 | Stima antropometrica da immagini 2D: un approccio probabilistico basato su Modelli Linguistici Visivi |