Unsolved problem
Auscultation accuracy is clinician-dependent and inconsistent. Existing AI classifiers lack formal noise robustness guarantees and operate only in ideal acoustic conditions.
Vitacore angle
Formal specification of an acoustic acquisition and classification pipeline using timed automata. Telecommunications signal quality metrics adapted to clinical acoustic signals.