In this episode, Julianna Ianni, VP of AI R&D at Proscia discusses the transformative power of AI in medical imaging and pathology with host Karthik Ramakrishnan. They explore the importance of diverse data for model development, the global applicability of AI models, and the exciting future of AI in accelerating diagnosis and improving accuracy. Julianna emphasizes the need to understand business aspects and improve communication skills for researchers. They also discuss Proscia's innovations in digitizing pathology slides, automated quality control, and balancing innovation with practicality. The conversation highlights regulatory challenges, the impact on healthcare accessibility, and advice for women in the AI industry.
Highlights:
👩 Julianna's path from biomedical engineering to AI in pathology
🔬 Real-world applications of AI in drug discovery and diagnostics
🤖 The impact of automated quality control in pathology
⚖ Balancing innovation with practical implementation in healthcare
🌎 Addressing regulatory and diversity challenges in AI development
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