Davide Marzorati

14 papers Journal 9Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Cascade learning in multi-task encoder-decoder networks for concurrent bone segmentation and glenohumeral joint clinical assessment in shoulder CT scans.
Artif. Intell. Medicine
Luca Marsilio, Davide Marzorati, Matteo Rossi, Andrea Moglia, Luca T. Mainardi, Alfonso Manzotti, Pietro Cerveri
2025 — conf
Data-Driven Causal Discovery: Insights from a Longitudinal Study with Wearable Data.
AIME (2)
Radoslava Svihrová, Davide Marzorati, Alvise Dei Rossi, Tiziano Gerosa, Francesca Dalia Faraci
2025 J jnl
Designing digital health interventions with causal inference and multi-armed bandits: a review.
Frontiers Digit. Health
Radoslava Svihrová, Alvise Dei Rossi, Davide Marzorati, Athina Tzovara, Francesca Dalia Faraci
2025 J jnl
Estimating Weather Effects on Well-Being and Mobility with Multi-Source Longitudinal Data.
Inf.
Davide Marzorati, Francesca Dalia Faraci, Tiziano Gerosa
2025 J jnl
Toward burnout prevention with Bayesian mixed-effects regression analysis of longitudinal data from wearables: a preliminary study.
Frontiers Digit. Health
Radoslava Svihrová, Davide Marzorati, Michal Bechný, Max Grossenbacher, Yuriy Ilchenko, Jürg Grossenbacher, Athina Tzovara, Francesca Dalia Faraci
2025 J jnl
Unobtrusive Perceived Sleep Quality Monitoring in the Wild.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Alvise Dei Rossi, Davide Marzorati, Tiziano Gerosa, Radoslava Svihrová, Silvia Santini, Francesca D. Faraci
2024 J jnl
Cascade learning in multi-task encoder-decoder networks for concurrent bone segmentation and glenohumeral joint assessment in shoulder CT scans.
CoRR
Luca Marsilio, Davide Marzorati, Matteo Rossi, Andrea Moglia, Luca T. Mainardi, Alfonso Manzotti, Pietro Cerveri
2024 — conf
Modeling Perceived Sleep Quality Through Objective and Subjective Data.
ACII (Workshops and Demos)
Alvise Dei Rossi, Davide Marzorati, Radoslava Svihrová, Michal Bechny, Silvia Santini, Francesca Faraci
2023 — conf
Merging Contour-and Region-Aware Branches in the UNet Decoder to Enhance Osseous Segmentation in Shoulder CT Scans.
MetroXRAINE
Luca Marsilio, Matteo Rossi, Alfonso Manzotti, Davide Marzorati, Pietro Cerveri
2023 — —
Study and development of new approaches for lung cancer early diagnosis based on exhaled breath analysis
Davide Marzorati
2022 J jnl
Hybrid Convolutional Networks for End-to-End Event Detection in Concurrent PPG and PCG Signals Affected by Motion Artifacts.
IEEE Trans. Biomed. Eng.
Davide Marzorati, Andrea Dorizza, Dario Bovio, Caterina Salito, Luca T. Mainardi, Pietro Cerveri
2020 J jnl
Chest Wearable Apparatus for Cuffless Continuous Blood Pressure Measurements Based on PPG and PCG Signals.
IEEE Access
Davide Marzorati, Dario Bovio, Caterina Salito, Luca T. Mainardi, Pietro Cerveri
2020 J jnl
Deep 3D Convolutional Networks to Segment Bones Affected by Severe Osteoarthritis in CT Scans for PSI-Based Knee Surgical Planning.
IEEE Access
Davide Marzorati, Mattia Sarti, Luca T. Mainardi, Alfonso Manzotti, Pietro Cerveri
2019 — conf
A Metal Oxide Gas Sensors Array for Lung Cancer Diagnosis Through Exhaled Breath Analysis.
EMBC
Davide Marzorati, Luca T. Mainardi, Giulia Sedda, Roberto Gasparri, Lorenzo Spaggiari, Pietro Cerveri