Machine Medicine: AI & Health Care

The TD Cowen Machine Medicine: AI & Health Care podcast series takes on the cross-sector artificial intelligence revolution and breaks it down one piece at a time. We highlight some of the biggest misconceptions about how AI is and can be used in different health care settings and aim to contextualize the latest and most impactful developments in a field defined by rapid innovation.

Scientists in lab coats standing over a computer display discussing the biomedical data shown.
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Brendan Smith and Dr. Shantanu Singh recording a podcast at the TD Cowen Health Care Conference
Mar 19, 2026
Dr. Shantanu Singh outlines how new data sharing initiatives are transforming scientific research. Hear what these techniques could mean for the future of the AI health care industry.
Scientist in a lab coat working at a computer with a digital microscope interface and laboratory glassware.
Dec 31, 2025
Integrating AI into biosimulation boosts efficiency and accuracy in drug development. Hear from the Simulations Plus CEO how adoption is growing, but industry change remains gradual.
DNA sequence reconstruction diagram with double helix, charts, and genetic analysis data.
Oct 07, 2025
Defining benchmarks in drug development is vital when assessing AI platforms. Hear our case why all AI players in the industry should disclose quantifiable R&D advancements.
A modern lab with a microscope and a computer displaying digital data and molecular graphics, highlighting advanced scientific research.
Sep 04, 2025
Jeff Elton shares how AI is transforming clinical trials. Listen in as we explore innovation and the future of AI in the push for faster and more precise clinical trials.
Two scientists in lab coats working in a laboratory wearing facemasks and safety goggles. One scientific technician is looking through a microscope while the other observes.
Aug 19, 2025
The shift away from animal testing gives AI-driven in silico modelling fresh momentum in drug development. Listen in for underappreciated opportunities from biosimulation developers.
A scientist in a laboratory wearing a white lab coat and safety glasses holds a beaker with a clear liquid in it. Other scientific equipment and a scientist is visible in the background.
Jul 11, 2025
Absci uses GenAI to unlock the potential of building treatments for elusive targets. Hear how the company integrates monoclonal antibodies (mAbs) and the AI revolution.
A scientist in a lab using a touchscreen computer.
May 06, 2025
In the first episode of our new series, we speak with Najat Khan of Recursion. Hear how the company gathers "quality data" from one of the largest AI drug discovery datasets.