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Research Objectives:
Respiratory disease identification and severity categorization using respiratory sounds
Breathing phase contextualization based biomarker identification
Adventitious sound event detection and localization
Analysis of the impact of various auscultation hindering noises on the respiratory sound classification performance
Development of light DL-methods that are easily deployable on resource-constrained hardware
Real-time auscultation system design and hardware implementation.
End product of my PhD: Pnoi-scope:
We have created a TRL-3 prototype named Pnoi-scope ('Pnoi (Πνοή)' means 'Lungs' in Greek).
Pnoi-scope: real-time proto-type testing
Pnoi-scope GUI: offline testing
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