Mario Cesarelli

Mario Cesarelli is a Professor at the University of Naples Federico II's Department of Biomedical Engineering, with an extensive publication record spanning over three decades. His research bridges engineering and clinical medicine, focusing on developing computational methods for disease diagnosis and patient monitoring through biomedical signal processing and artificial intelligence.

Dr. Cesarelli's research spans multiple domains of biomedical engineering with particular emphasis on:

• Medical imaging analysis and radiomics for neurodegenerative disorders
• Explainable AI for cancer detection and diagnosis
• Biomechanics and motion analysis for neurological conditions
• Cardiac signal processing and analysis
• Generative models for medical image synthesis and authentication

His recent publications demonstrate a strong trend toward explainable deep learning applications in healthcare, particularly for neurodegenerative diseases like Parkinson's and Alzheimer's, as well as various cancer diagnostics. The work increasingly focuses on model interpretability to build clinician trust in AI-assisted diagnosis.

Dr. Cesarelli maintains extensive collaborations with a core research group including Paolo Bifulco (46 joint publications), Maria Romano (41), Gianni D'Addio (34), Antonella Santone (27), and Francesco Mercaldo (26), forming interdisciplinary teams that combine engineering expertise with clinical knowledge.