Davit Buniatyan is the CEO and Founder of Activeloop, a company advancing the way deep learning teams manage multi-modal datasets. In this episode, Buniatyan discusses how Activeloop's AI-native data format based on tensors is poise to help transform healthcare by enabling the digitization of medical images and streamlining workflows.

Buniatyan shares insights into the primary safety concerns when integrating private company data with large language models, as well as the current challenges around the GPU shortage and how Activeloop is addressing them. He also delves into the rise of unstructured data and the need for industry standards to efficiently process this information for machine learning purposes.

As the leader of a company at the forefront of AI data management, Buniatyan provides valuable perspectives on the future of this rapidly evolving field and how Activeloop is helping teams ship AI products faster without the need to build complex data infrastructure.

In this episode, we explore the pioneering world of digital and computational pathology with Dr. David Klimstra, whose illustrious career spans from his former role as Chair of the Pathology Department at Memorial Sloan Kettering Cancer Center to his current position as Co-Founder and Chief Medical Officer at Paige AI. Dr. Klimstra shares his journey through the evolution of pathology, highlighting the transformative impact of artificial intelligence and digital technologies on the field. We explore how his work at Paige AI is reshaping the landscape of cancer diagnosis and treatment, making it more precise, efficient, and patient-focused.

Episode 37: AI for psychotherapy. With Lindsay McKean, Psychotherapist

The liver is a miracle of physiology, with over 1,000 known functions. This highlights the potential impact of liver dysfunction on various bodily systems. Also, liver disease is a major cause of death globally, and the numbers are on the rise. This adds up to a critical clinical need.

Dr Neil Guha is Professor of Hepatology at the University of Nottingham, an NHS consultant and Research scientist.

A year ago, very soon after the release of ChatGPT there was an article in Nature with the curious title… ChatGPT listed as author on research papers: many scientists disapprove

Since then, the use of LLMs in medical research has exploded, including as a coauthor of articles. But how is it being used? Does it matter? Does it undermine the human authors? And does it risk the quality of the research?

With me to discuss this is a brilliant up and coming researcher at the Universal Scientific Education and Research Network, Fiona Morrison.

Anitha Kannan is a founding member and the head of machine

Dr. Dan Heller leads the Cancer Nanomedicine Laboratory at Memorial Sloan Kettering Cancer Center, where he develops advanced diagnostic technologies.

His lab recently made headlines for creating a nanosensor "nose" that can sniff out ovarian cancer sooner than current tests. Using carbon nanotubes and machine learning, this artificial olfaction technology was able to identify ovarian cancer in early stages, making treatment more feasible.

In addition to his pioneering work in the lab, Dr. Heller co-directs the Pat and Ian Cook Doctoral Program in Cancer Engineering at Memorial Sloan Kettering, is a member of the Molecular Pharmacology Program at the Sloan Kettering Institute, and serves as a Professor at the Weill Cornell Graduate School of Medical Sciences.

Episode 32: Medical AI generalism and diabetic retinopathy, with RJ Kedziora, Co-founder of Estenda Solutions

Episode 31: AI for summarizing medical notes, with Vince Hartman, CEO of Abstractive Health

Episode 30: The Real World Deployment of Medical AI, with Louis Culot, Head of Innovation Capabilities for Philips Healthcare