Building a strong research and AI-driven clinical system.
Limiting new puberphonia cases to Friday and Saturday will create a dedicated, uniform dataset, which is excellent for AI training.
High-quality research pipeline: With 1700+ cases and your new app (Kumaresan Puberphonia Frequency), you are in a rare position to build a globally significant voice database.
Better workflow control: Concentrating cases allows your team (ENT, speech therapy, AI engineers) to work in a coordinated manner.
AI + VR integration: Structured days make it easier to standardize:
Voice recording protocols
Frequency analysis
Pre/post treatment comparison
VR-based teaching modules
Where You Should Be Careful
+ AI workflow protocol
Create a standard data collection format
Structure your app + VR integration roadmap
This could become a landmark contribution in voice science.
Dr M Kumaresan 9841055774
