Cassandra Serantoni

Unraveling the Gut Microbiome–Diet Connection: Exploring the Impact of Digital Precision and Personalized Nutrition on Microbiota Composition and Host Physiology

Giada Bianchetti, Flavio De Maio, Alessio Abeltino et al. · Nutrients · 2023 · 58 citations · Full text

Life Sciences, Microbiology, Nutrition +17

Putting the Personalized Metabolic Avatar into Production: A Comparison between Deep-Learning and Statistical Models for Weight Prediction

Alessio Abeltino, Giada Bianchetti, Cassandra Serantoni et al. · Nutrients · 2023 · 25 citations · Full text

Computing, Nutrition, Nutritional Sciences +15

Unsupervised Clustering of Heartbeat Dynamics Allows for Real Time and Personalized Improvement in Cardiovascular Fitness

Cassandra Serantoni, Giovanna Zimatore, Giada Bianchetti et al. · Sensors · 2022 · 24 citations · Full text

Education, Health Informatics, Physiology +16

Personalized Metabolic Avatar: A Data Driven Model of Metabolism for Weight Variation Forecasting and Diet Plan Evaluation

Alessio Abeltino, Giada Bianchetti, Cassandra Serantoni et al. · Nutrients · 2022 · 20 citations · Full text

Life Sciences, Health Informatics, Nutritional Sciences +17

Personalized Self-Monitoring of Energy Balance through Integration in a Web-Application of Dietary, Anthropometric, and Physical Activity Data

Giada Bianchetti, Alessio Abeltino, Cassandra Serantoni et al. · Journal of Personalized Medicine · 2022 · 19 citations · Full text

Life Sciences, Health Informatics, Nutritional Sciences +17