معرفی
Mario Cesarelli is a Full Professor at the Department of Engineering (DING) of the Università del Sannio. He is actively involved in educational activities, including teaching Bioengineering Applied to Sport Sciences in the Sports and Health Sciences degree program. His office hours are on Tuesdays from 11:00 to 12:00 at Bosco Lucarelli Palace.
Dr. Cesarelli's research focuses on Biomedical Engineering, Machine Learning, and Medical Imaging. His work spans applications in Alzheimer's disease diagnosis, diabetic retinopathy detection, lung cancer localization, and rehabilitation robotics. He has developed innovative e-textile-based wearable systems for remote health monitoring and methods for analyzing gait spatiotemporal parameters using optoelectronic systems and wearable sensors.
The recent trends in his publications emphasize the use of explainable artificial intelligence (AI) in medical imaging, including convolutional neural networks for disease diagnosis, and machine learning for biomechanical risk classification. His 2024 papers highlight advancements in Alzheimer's disease detection, ocular disease diagnosis, and posture classification during weightlifting tasks.
Dr. Cesarelli collaborates with institutions such as the Santobono-Pausilipon Hospital and contributes to third-mission activities like technology transfer and social impact projects. His work integrates clinical applications (e.g., home ventilation safety, rehabilitation pathways) with engineering innovations (e.g., biopotential amplifiers, microCT scanners).
