How do you build trustworthy AI in healthcare? Start with the data.
In the first episode of ByteSight, host Dr. Manasi A-Ratnaparkhe, co-founder and CEO of PAICON, sits down with Dr. Uwe Schalles, a diagnostics veteran with 25+ years of experience at Roche and Ventana, to unpack the full data lifecycle from acquisition and curation to quality control and access for pharma R&D.
Together, they explore:
Why sourcing high-quality H&E slides is harder than it looks
How technical diversity (scanners, staining, formats) impacts AI reliability
Mobile phones in pathology—gimmick or emerging frontier?
What it takes to push algorithm boundaries and stay within regulatory frameworks
The systemic nature of medical AI: from fixation protocols to FDA-certified scanners
Whether you're building AI, validating datasets, or shaping the future of digital health, this episode gives you a rare behind-the-scenes look at what really drives performance and trust in medical AI.
