12 Aug 2025 02:00

149: Pixels to Prognosis: The Tesla of Pathology Isn't Quite Ready to Drive Itself w/ Dr. Anil Parwani

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In this episode sponsored by Epredia, Dr. Anil Parwani explores the transformative journey of digital pathology from basic slide scanning to AI-driven diagnostics. He shares real-world implementation experiences and demonstrates how these technologies are addressing critical challenges in pathology practice.

  • Pathology faces increasing demands amid workforce shortages and knowledge explosion
  • Digital pathology provides standardization, objectivity, and automation beyond glass slides
  • Ohio State University has scanned 4.2 million slides representing nearly 500,000 cases since 2016
  • Current AI applications include biomarker quantification, rare event detection, and tumor classification
  • Integration challenges remain the primary barrier to seamless adoption of AI tools
  • Future technologies include virtual staining, 3D pathology, and large language model integration
  • Artificial intelligence remains task-oriented while real intelligence is context-aware and knowledge-based
  • Each institution must navigate their own "digital pathology chasm" based on specific needs
  • Digital tools will augment pathologists' capabilities rather than replace human expertise
  • The technology marketplace offers solutions for every stage of the digital transformation journey

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