Davide Marzorati - Publications

An App-Based Intervention to Protect Home Care Workers From Heat-Related Health Risks: Protocol for a Randomized Controlled Trial.

Journal: Inquiry : a journal of medical care organization, provision and financing

Published: December 24, 2025

Burnout Risk Prediction through Wearable Devices: An Initial Assessment.

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

Published: December 03, 2025

In-the-wild data collection with digital apps and wearable devices: Insights from a longitudinal study on burnout with office and production workers.

Journal: Digital health

Published: August 25, 2025

Toward burnout prevention with Bayesian mixed-effects regression analysis of longitudinal data from wearables: a preliminary study.

Journal: Frontiers in digital health

Published: June 04, 2025

Cascade learning in multi-task encoder-decoder networks for concurrent bone segmentation and glenohumeral joint clinical assessment in shoulder CT scans.

Journal: Artificial intelligence in medicine

Published: September 12, 2024

Designing digital health interventions with causal inference and multi-armed bandits: a review.

Journal: Frontiers in digital health

Published: May 21, 2024

Hybrid Convolutional Networks for End-to-End Event Detection in Concurrent PPG and PCG Signals Affected by Motion Artifacts.

Journal: IEEE transactions on bio-medical engineering

Published: February 04, 2022

A Metal Oxide Gas Sensors Array for Lung Cancer Diagnosis Through Exhaled Breath Analysis.

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

Published: January 18, 2020

A review of exhaled breath: a key role in lung cancer diagnosis.

Journal: Journal of breath research

Published: February 13, 2019