Bridging AI and Healthcare: Trustworthy and Transparent Diagnostic Solutions with Informed Machine Learning (abstract)

CLARITY AI: A Comprehensive Checklist Integrating Established Frameworks for Enhanced Research Quality in Medical AI Studies (abstract)

Exploring Zero-Shot Anomaly Detection with CLIP in Medical Imaging: Are We There Yet? (abstract)

To Heart via Liver: a Study on Prognostic Stratification of Heart Disease in MASLD Patients using Machine Learning Models (abstract)

Nuclear Medicine Rescheduling Problem: A Logic-based Approach (abstract)

A Preliminary Study on Augmenting Neuroimaging data using a Diffusion Model (abstract)

Bayesian Networks in Medicine: Presenting Query Response Uncertainty for Decision Support (abstract)

Deep Learning Approaches for Segmentation and Classification of Breast Ultrasound Images (abstract)

Analyzing trajectories of clinical markers in patients with sepsis through multivariate longitudinal clustering (abstract)

"Doctor, is it normal?" Enabling medical chatbots to provide certified replies to normalcy questions (abstract)

Features selection throught autoencoder filtering and DeepShap: an iterative algorithm (abstract)

Similarity-based positional encoding for enhanced classification in medical images (abstract)

An Educational Approach for Neurodiverse Children Using AI: A Case Study on DSA, Autism, and Dyscalculia (abstract)

Blueprint Personas in Digital Health Transformation (abstract)

Federated Causal Discovery with Missing Data in a Multicentric Study on Endometrial Cancer (abstract)

Fairness Of AI Models in vector embedded Chest X-ray representations (abstract)

AI-Driven Innovations in Healthcare: Bridging Imaging and Genomics for Advanced Disease Insights (abstract)

netMUG: a novel network-guided multi-view clustering workflow for dissecting genetic and facial heterogeneity (abstract)

Capturing the dynamics of microbial interactions through individual-specific networks (abstract)

Identification and validation of gestational diabetes subgroups by data-driven cluster analysis (abstract)

IDADA: A Blended Inductive-Deductive Approach for Data Augmentation (abstract)

Complex-valued neural networks to speed-up MR Thermometry during Hyperthermia using Fourier PD and PDUNet (abstract)

SPOCKMIP: Segmentation of Vessels in MRAs with Enhanced Continuity using Maximum Intensity Projection as Loss (abstract)

Bimodal ECG-PCG Cardiovascular Disease Detection: a Close Look at Transfer Learning and Data Collection Issues (abstract)

On Counterfactual Explainations of Cardiovascular Risk in Adolescents and Young Adults Breast Cancer Survivors (abstract)

Applying Retrieval-Augmented Generation on Open LLMs for a Medical Chatbot Supporting Hypertensive Patients (abstract)

Causal Discovery for Rare Disease Research: Iterative Refinement Applied to Soft Tissue Sarcoma (abstract)

Strategic Optimization of Blood Supply Chain Management for Efficient Blood Bank Operations (abstract)

A-MALA: A New Adaptive Version of the Metropolis Adjusted Langevin Algorithm for Survival Prediction in a High-Dimensional Framework (abstract)

Balancing Accuracy and Safety in AI: A Novel Adversarial Training Approach (abstract)

Reinforcement Learning and Fuzzy Logic Modelling for Personalized Dynamic Treatment (abstract)

Predicting COVID-19 Post-vaccination Mortality in Persons with Cardiovascular Disease Risk Factors Using Explainable AI (abstract)

Encoding Methods Comparison for Stress Detection (abstract)

Assessing the Validity of a Functional Status Knowledge Graph in a Large-Scale Living Lab (abstract)

A physics-based view of brain-network alteration in neurological disease (abstract)

Artificial Intelligence in Emergency Care: Implementing Machine Learning for Triage Optimization in Italian Hospitals (abstract)

Addressing Challenges in Image Translation for Contrast-Enhanced Mammography using Generative Adversarial Networks (abstract)

Detecting anxiety and depression in dialogues: a multi-label and explainable approach (abstract)

Risk Communication in Healthcare: The Management of Misunderstandings (abstract)