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In this episode, I meet with Adam Cole, MD, and Jason Camilletti about how digital pathology transforms the field. Adam, the CEO of TruCore Pathology, and Jason, the CEO of PathNet Labs, share their unique journeys from the military to becoming digital pathology leaders. We explore their experiences, challenges, and innovations in integrating AI and digital tools into their practices.

Key Topics Discussed:

• [00:00:00] Introduction to AI in Pathology
• [00:01:00] Adam and Jason’s Military Backgrounds
• [00:05:00] Adam’s Story of Becoming a Mobile Pathologist
• [00:10:00] The Move to Fully Digital Pathology
• [00:14:30] AI’s Role in Pathology
• [00:20:00] Challenges in Implementing Digital Pathology
• [00:25:00] Improving Patient Outcomes with Digital Tools
• [00:29:00] Digital Pathology’s Impact on Patient Care
• [00:38:00] Using AI for Quantifying Tumor Volume
• [00:40:00] The Role of AI in Enhancing Diagnostics

Adam and Jason emphasize the immense potential of AI in pathology, but also the need for thoughtful integration. The future of pathology lies in using digital tools to provide faster, more accurate diagnoses while maintaining the critical human element. Tune in to learn how AI is reshaping the field and what it means for both pathologists and patients.

THIS EPISODE'S RESOURCES:

• TruCore website
• PathNet Website

OTHER EPISODES YOU MIGHT LIKE:

• The Evolution of Digital Pathology – from Improved Histology Quality to Fair Use of Pathology Data w/ Matthew O. Leavitt, DDx Foundation
• Achieving work-life balance in medicine as a pathologist with digital pathology w/ Todd Randolph, MD

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Become a Digital Pathology Trailblazer get the "Digital Pathology 101" FREE E-book and join us!

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What does the FDA jurisdiction for LDTs mean for the labs? Do they need to worry? How do they need to change the way they operate?

In this episode, I talk with Dr. Thomas Nifong, a clinical pathologist and VP of CDX operations at Acrovan Therapeutics, about the recent FDA ruling on laboratory-developed tests (LDTs) issued on May 6th, 2024. We discuss the implications of considering LDTs as medical devices, requiring regulation, and explore the authority of FDA versus CLIA. The conversation also covers historical contexts, practical implications of regulatory changes, and the roles of organizations like CAP, ACLA, and AMP in legal challenges against the FDA. We dive into the differences in requirements between CLIA and FDA, New York's alternative approval route, and potential impacts on lab operations and compliance. Join us for an insightful conversation filled with essential information for those in the field of molecular pathology.

00:00 Introduction and Special Guest Announcement
00:24 FDA's New Rule on Laboratory Developed Tests (LDTs)
01:58 Recording the Podcast: A Casual Lunch Conversation
03:47 Understanding FDA's Authority Over Medical Devices
08:07 Disputes and Legal Challenges
12:03 Practical Implications and Industry Reactions
12:47 Understanding FDA's Focus: Safety and Efficacy
14:11 The Role of CMS and Medical Necessity
14:48 Congressional Involvement and Legal Authority
16:06 Impact on Labs and Future LDTs
18:33 Quality Systems and Compliance
20:16 Modifications and Software Updates
21:16 Conclusion and Next Steps

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Become a Digital Pathology Trailblazer get the "Digital Pathology 101" FREE E-book and join us!

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In this episode, I had a fascinating conversation with Candice Chu, DVM, PhD, DACVP, about how artificial intelligence (AI) is reshaping veterinary diagnostics and education. Candice, a clinical pathologist and educator at Texas A&M, is using AI tools like ChatGPT to improve efficiency in clinical workflows and academic processes. We explored the practical applications of AI, ethical concerns, and its future impact on veterinary medicine.

Key Topics Discussed:

• [00:00:00] Introduction to AI in Veterinary Education and Diagnostics
  I ask Candice how AI is changing veterinary education and diagnostics, and she explains how AI is boosting efficiency in both areas.
• [00:01:00] Candice’s Journey in Veterinary Medicine
  Candice shares her journey from Taiwan to the U.S., her career in veterinary pathology, and becoming an educator at Texas A&M.
• [00:05:00] Custom GPT Model for Clinical Pathology
  Candice describes the development of her custom GPT model for clinical pathology and its role in improving diagnostic efficiency.
• [00:10:00] AI Tools for Academic and Clinical Efficiency
  We talk about how AI tools reduce repetitive tasks, giving professionals more time for critical thinking and decision-making.
• [00:14:30] Ethical Concerns When Using AI in Veterinary Medicine
  Candice emphasizes the ethical responsibility of using AI, highlighting the importance of human judgment in AI-assisted diagnostics.
• [00:20:00] How Veterinary Students Can Leverage AI
  Candice shares tips on how students can use AI to enhance learning, from simplifying research to generating case questions.
• [00:29:00] AI’s Role in Academic Writing and Veterinary Practice
  We discuss how AI tools streamline academic writing and research, and how AI will continue shaping veterinary practice in the future.
• [00:39:00] Critical Thinking and AI in Veterinary Medicine
  Candice and I conclude by discussing how critical thinking and professional responsibility are essential when using AI tools.

Candice highlighted the transformative role AI can play in both veterinary education and diagnostics, improving efficiency while requiring responsible use. While AI tools like ChatGPT offer many benefits, the human element—our critical thinking and judgment—remains crucial in ensuring accurate results and ethical practices.

This episode provides practical insights on how veterinary professionals, educators, and students can harness AI to streamline workflows and improve diagnostic accuracy. Be sure to listen to the full conversation for actionable tips on integrating AI into your practice!

EPISODE RESOURCES:

• About Dr. Candice Chu (Including her social media and achievements)
• Candice's Paper
• Undermind AI
• Youtube Episode of this Episode

Support the show

Become a Digital Pathology Trailblazer get the "Digital Pathology 101" FREE E-book and join us!