Dissertation topics suggested by the teacher.
Digital Biomarkers for Pain Assessment in Multiple Sclerosis patients
(in collaboration with Neurological Science Institute of Bologna - Ospedale Bellaria)
- Development of automatic methods to assess pain based on wearable sensors' physiological signals (i.e., to assess intensity of pain, presence/absence of pain, type of pain)
- Exploring the relationship between pain and physical activity
- Pain and Sleep: Wearable Sensor Signal Analysis for Insightful Exploration
REMEDY: Remote modular monitoring for non-communicable diseases management and recovery
(in collaboration with IRCCS S. Orsola)
- Systematic state-of-the-art evaluation of cardiorespiratory monitoring systems
- Management of technical documentation for IP protection and medical device certification
- Advanced signal processing for cardiorespiratory monitoring
Look of Life 2.0 (LoL2.0): Virtual Reality for advanced cancer patients assisted at home: A randomized controlled interventional study (in collaboration with Fondazione ANT)
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To analyse physiological signal recordings in real-world in relation to cancer-related psychophysical symptomatology
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To develop machine learning models to reliably assess presence or absence of psychophysical symptomatology
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Assessing the relationship between opioid use and physiological signals
Data management in clinical research
(multiple international projects)
- Semantic standardization of research data using SNOMED-CT and HL7 FHIR
Recent dissertations supervised by the teacher.
First cycle degree programmes dissertations
- La fotopletismografia per la salute cardiovascolare: applicazioni nel rilevamento della fibrillazione atriale e nella stima della pressione sanguigna
