Alessio Burrello - Publications

Effects of Dietary Sodium Modulation on Circulating Extracellular Vesicles.

Journal: Hypertension (Dallas, Tex. : 1979)

Published: October 23, 2025

Replacing Attention With Modality-Wise Convolution for Energy-Efficient PPG-Based Heart Rate Estimation Using Knowledge Distillation.

Journal: IEEE journal of biomedical and health informatics

Published: June 17, 2025

BISeizuRe: BERT-Inspired Seizure Data Representation to Improve Epilepsy Monitoring.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: March 05, 2025

Extracellular vesicle signature is associated with cardio-metabolic improvement after bariatric surgery.

Journal: European journal of preventive cardiology

Published: January 28, 2025

Age- and sex-related variations in extracellular vesicle profiling for the assessment of cardiovascular risk: the EVaging index.

Journal: npj aging

Published: August 06, 2024

Machine learning-assisted assessment of extracellular vesicles can monitor cellular rejection after heart transplant.

Journal: Communications medicine

Published: June 26, 2024

Reducing False Alarms in Wearable Seizure Detection With EEGformer: A Compact Transformer Model for MCUs.

Journal: IEEE transactions on biomedical circuits and systems

Published: January 23, 2024

Reducing the Energy Consumption of sEMG-Based Gesture Recognition at the Edge Using Transformers and Dynamic Inference.

Journal: Sensors (Basel, Switzerland)

Published: January 15, 2023

Prediction of All-Cause Mortality Following Percutaneous Coronary Intervention in Bifurcation Lesions Using Machine Learning Algorithms.

Journal: Journal of personalized medicine

Published: May 13, 2022

A dynamic clamping approach using in silico IK1 current for discrimination of chamber-specific hiPSC-derived cardiomyocytes.

Journal: Communications biology

Published: May 05, 2022

Risk stratification of patients with SARS-CoV-2 by tissue factor expression in circulating extracellular vesicles.

Journal: Vascular pharmacology

Published: March 19, 2022

Identification of a serum and urine extracellular vesicle signature predicting renal outcome after kidney transplant.

Journal: Nephrology, dialysis, transplantation : official publication of the European Dialysis and Transplant Association - European Renal Association

Published: March 16, 2022