AI Platform for Predicting Clinical Trial Success Transforming the Financing of Drug Development with Tyrone Lam GATC Health TRANSCRIPT
Release Date: 03/11/2026
Empowered Patient Podcast
Tom Looby, CEO of Conavi, is focused on developing hybrid intravascular imaging technology that combines two established modalities into a single imaging catheter to provide a comprehensive view of the coronary arteries. This eliminates blind spots when using either intravascular ultrasound (IVUS) or optical coherence tomography (OCT) alone and is driving a shift away from relying solely on traditional angiography toward the use of advanced intravascular imaging to guide coronary procedures. Using AI to analyze dual-stream co-registered data allows interventional cardiologists to more...
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Tom Looby, CEO of Conavi, is focused on developing hybrid intravascular imaging technology that combines two established modalities into a single imaging catheter to provide a comprehensive view of the coronary arteries. This eliminates blind spots when using either intravascular ultrasound (IVUS) or optical coherence tomography (OCT) alone and is driving a shift away from relying solely on traditional angiography toward the use of advanced intravascular imaging to guide coronary procedures. Using AI to analyze dual-stream co-registered data allows interventional cardiologists to more...
info_outlineEmpowered Patient Podcast
Theresa Lyons, CEO and Founder of Navigating AWEtism, is providing parents with current, accurate information about autism to help them focus on manageable issues for their child. She strongly cautions about information about autism from social media, which is often over-generalized and incorrect. Autism spectrum disorder presents a wide range of behaviors from mild communication difficulties to complex challenges requiring lifelong care, and Theresa advocates for an individual approach, including lab testing, before choosing a treatment plan. Theresa explains, "What we strive to do is...
info_outlineEmpowered Patient Podcast
Theresa Lyons, CEO and Founder of Navigating AWEtism, is providing parents with current, accurate information about autism to help them focus on manageable issues for their child. She strongly cautions about information about autism from social media, which is often over-generalized and incorrect. Autism spectrum disorder presents a wide range of behaviors from mild communication difficulties to complex challenges requiring lifelong care, and Theresa advocates for an individual approach, including lab testing, before choosing a treatment plan. Theresa explains, "What we strive to do is...
info_outlineEmpowered Patient Podcast
Lori Runion, a director at Resultant, identifies inadequate scheduling and related staffing unpredictability as a central cause of clinician burnout. Healthcare organizations traditionally rely on historical averages for scheduling, often resulting in a mismatch between patient demand and clinician capacity. Breaking down data silos and using analytics and AI to create predictive staffing models can help forecast demand, anticipate seasonal spikes, and enable proactive staffing to reduce clinician burnout. Lori explains, " From my perspective, burnout is driven at the operational level. To say...
info_outlineEmpowered Patient Podcast
Lori Runion, a director at Resultant, identifies inadequate scheduling and related staffing unpredictability as a central cause of clinician burnout. Healthcare organizations traditionally rely on historical averages for scheduling, often resulting in a mismatch between patient demand and clinician capacity. Breaking down data silos and using analytics and AI to create predictive staffing models can help forecast demand, anticipate seasonal spikes, and enable proactive staffing to reduce clinician burnout. Lori explains, " From my perspective, burnout is driven at the operational level. To say...
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Bill Heller, Chief Operating Officer at CHG Healthcare, is focused on the significant and growing demand for physicians across numerous specialties and on providing a flexible solution for healthcare facilities to maintain services with temporary physician staffing. Rural healthcare facilities are especially dependent on temporary staffing to overcome challenges in attracting and keeping permanent medical professionals. Physicians at all career stages are drawn to locum tenens work, and it has evolved from a niche practice to a mainstream strategy for healthcare facilities and...
info_outlineEmpowered Patient Podcast
Bill Heller, Chief Operating Officer at CHG Healthcare, is focused on the significant and growing demand for physicians across numerous specialties and on providing a flexible solution for healthcare facilities to maintain services with temporary physician staffing. Rural healthcare facilities are especially dependent on temporary staffing to overcome challenges in attracting and keeping permanent medical professionals. Physicians at all career stages are drawn to locum tenens work, and it has evolved from a niche practice to a mainstream strategy for healthcare facilities and...
info_outlineEmpowered Patient Podcast
Jean-Philippe Vert, the Co-Founder and CEO of Bioptimus, is building a foundational AI model for biology to solve the problem of siloed biomedical research. Key goals are to bridge the translational gaps between drug discovery and development, and between clinical research and real-world patient outcomes, and to redesign clinical trials for greater efficiency and improved results. Creating digital twins of patients is a way to simulate treatment outcomes and create synthetic control arms for clinical trials, ultimately lowering the risk and cost of drug development and enabling the creation...
info_outlineEmpowered Patient Podcast
Jean-Philippe Vert, the Co-Founder and CEO of Bioptimus, is building a foundational AI model for biology to solve the problem of siloed biomedical research. Key goals are to bridge the translational gaps between drug discovery and development, and between clinical research and real-world patient outcomes, and to redesign clinical trials for greater efficiency and improved results. Creating digital twins of patients is a way to simulate treatment outcomes and create synthetic control arms for clinical trials, ultimately lowering the risk and cost of drug development and enabling the creation...
info_outlineTyrone Lam, is Chief Business Development Officer at GATC Health, a company that has developed a predictive AI model to derisk and accelerate drug discovery and development. A significant partnership with Lloyd's of London to use this technology to underwrite insurance for clinical trials enables the insurer to base financing decisions on objective reports that predict a drug's safety and efficacy with high accuracy. There is potential for this technology to become a standard for biotech investment, reducing reliance on animal testing and enabling more efficient development of drugs for smaller patient populations.
Tyrone explains, "GATC Health is a technology company that is de-risking and accelerating the drug discovery and drug development process. So at a higher level, our mission is to take as much of the financial and scientific risk out of the drug discovery business as possible, which would enable better, safer, and more available drugs to be available for humans."
"Our overall platform is called Operon that has literally hundreds of AI models built in that basically do three things. One is that we're able to discover and validate in silico the targets in the body associated with a particular disease. And then the second piece of our platform broadly is the ability to generate novel compounds to treat those diseases. And then we created off of Operon an independent validation that would run in silico, like an AI-generated clinical trial to understand how those novel drugs would perform against those targets in human physiology."
"That third part of the platform is where we created a product called Derisq, and that is an independent, objective report that we can run on other people's drugs, biotech pharma's drug candidates, to give them a very rapid indication of how that drug's going to perform in a human clinical trial."
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