Inability to precisely detect and monitor pathological biofilm states in real-time. Resolving this allows for targeted remediation before irreversible tissue damage occurs.

Inconsistent or high mechanical pressure during oral hygiene leads to soft tissue trauma and enamel abrasion. Monitoring this variable prevents mechanical degradation of the oral environment.

Inconsistent spatial orientation data prevents precise monitoring of cleaning coverage. Accurate pose estimation ensures comprehensive biofilm removal across all tooth surfaces.

Current oral hygiene routines lack real-time feedback on the presence and location of pathogenic biofilms. Addressing this limitation prevents localized dental decay and periodontal disease through targeted intervention.