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The Computational Medicine Podcast
Dr Alex Davidson
15 episodes
6 days ago
The future is computational. Interviews with clinicians, academics and business leaders involved in computational healthcare work. | Get in touch: alexander.davidson@imperial.ac.uk
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All content for The Computational Medicine Podcast is the property of Dr Alex Davidson and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
The future is computational. Interviews with clinicians, academics and business leaders involved in computational healthcare work. | Get in touch: alexander.davidson@imperial.ac.uk
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Science
Episodes (15/15)
The Computational Medicine Podcast
#015 AI for Medical documentation - Alex Lebrun (CEO Nabla)

Alex Lebrun is cofounder and CEO of Nabla. Having raised $17 million in seed funding, they are developing technology that can listen to medical consultations and automatically generate precise, ready-to-use clinical letters. This innovation not only saves doctors valuable time but also ensures more accurate, consistent documentation, potentially improving patient outcomes.

Before launching Nabla, Alex had already established himself as a serial entrepreneur in the AI domain. He previously founded Wit.ai, a natural language platform that was acquired by Facebook, as well as VirtuOz, an AI-driven customer service solution acquired by Nuance in another multi-million-dollar deal. Drawing on his extensive background, Alex shares the strategic decisions and product development insights that allowed him to evolve from these earlier ventures into a technology that addresses critical needs in healthcare.

In our conversation, we delve into how Nabla’s system was engineered—from the algorithms that convert speech to text and structure clinical data to the workflow integrations designed to fit seamlessly into a doctor’s routine. Alex outlines the startup’s core use cases, including note-taking in primary care settings and specialized fields where detailed documentation is essential. Beyond immediate applications, he provides a thoughtful perspective on how machine learning can help transform medicine more broadly, enabling more personalized care, better patient engagement, and even aiding in complex diagnostic support down the line.

Whether you’re fascinated by AI’s potential in healthcare, curious about building a transformative medical technology company from the ground up, or eager to understand the lessons learned from successful exits to industry giants, this episode offers a comprehensive look at the present and future of AI in medicine.


Alex Lebrun Twitter: @lxbrun



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10 months ago
40 minutes 59 seconds

The Computational Medicine Podcast
#014 Whole brain emulation, consciousness and cryonics - Dr Anders Sandberg
Send us a textDr Anders Sandberg is a senior research fellow at the Future of Humanity Institute at the University of Oxford. He holds a PhD in computational neuroscience from Stockholm University. His work is wide ranging, including the societal and ethical issues surrounding human enhancement and new technology, as well as assessing the capabilities and underlying science of future technologies. His research includes work on cognitive enhancement and technical roadmaps on whole brain emulat...
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1 year ago
1 hour 42 minutes 54 seconds

The Computational Medicine Podcast
#013 Effective Altruism, Podcasting, Clean Air and AI Safety - Fin Moorhouse
Send us a textFin Moorhouse is a researcher at Longview Philanthropy. Before that, he was a Research Scholar and assistant to Toby Ord at Oxford University’s Future of Humanity Institute. He co-hosts a podcast called Hear This Idea, about about ideas for solving important problems, and the people working on them ranging form AI safety, Biorisk to global development. He writes about effective altruism, existential risk, and ways to improve the (longterm) future on his writing page. We dis...
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1 year ago
1 hour 37 minutes 24 seconds

The Computational Medicine Podcast
#012 Making medical data useful, ubiquitous and safe at the Oxford Internet Institute - Dr Jess Morley
Send us a textJess Morley is a PhD student at the Oxford Internet Institute at Oxford University. Her work focuses on understanding the ethical, philosophical and practical ramifications of the increasing use of technology in healthcare. She was The lead tech advisor for data-driven technology at UK Department of Health and Social Care. She was a contributor towards the Goldachre review which looked at the efficient and safe use of health data for research and analysis and how this can ...
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2 years ago
1 hour 22 seconds

The Computational Medicine Podcast
#011 Publishing the highest quality medical AI papers at Stanford - Dr James Zou
Send us a textDr James Zou is an Assistant Professor of Biomedical Data Science and Computer Science at Stanford University. He works on making machine learning more reliable, human-compatible and statistically rigorous. He received his Ph.D from Harvard in 2014, and was at one time a member of Microsoft Research, a Gates Scholar at Cambridge and a Simons fellow at U.C. Berkeley. He joined Stanford in 2016 and his research is supported by the Sloan Fellowship and the Google and Tencent A...
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2 years ago
41 minutes 53 seconds

The Computational Medicine Podcast
#010 Living longer and insights from co-founding a longevity startup - Dr Adam Bataineh
Send us a textDr. Adam Bataineh is co-Founder of Span Health, a health coaching company driven by data to improve longevity. The company's primary goal was to enhance human performance by assisting members in improving their sleep, nutrition, and exercise routines through scientifically based experiments. In 2022, Span Health was acquired by Eight Sleep for an undisclosed sum.What makes Adam particularly intriguing is his role as a pioneer in the field of Medicine. While Longevity is not typi...
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2 years ago
49 minutes 30 seconds

The Computational Medicine Podcast
#009 Creating the world’s best AI doctor at Google Health - Vivek Natarajan
Send us a textVivek Natarajan is an AI researcher at Google Health working to accelerate biomedical AI’s translation from code to clinic and scale world-class healthcare to everyone. In this episode we spoke about about his work in helping to build MedPalm 1 and 2. The two best general medical machine Learning models right now are GPT4 and MedPalm 2 built by Google with both scoring >85% on the USMLE and similar other medical exams. Vivek tells us how his team at Googlehealth built MedPalm...
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2 years ago
50 minutes 33 seconds

The Computational Medicine Podcast
#008 Cutting through medical AI hype and how to actually deploy AI in healthcare - Dr Hugh Harvey
Send us a textDr Hugh Harvey is managing director at Hardian Health, a healthcare consultancy that provides clinical, research and medical affairs support to AI or healthtech products. After studying medicine at Imperial College London, he trained and worked as a consultant radiologist in the NHS. He then moved to Babylon Health as lead for Regulatory Affairs in Clinical Artificial Intelligence. He also was the editor for Nature Digital. We discussed regulation of AI as a medical device, wher...
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2 years ago
1 hour 3 minutes 49 seconds

The Computational Medicine Podcast
#007 Developing Augmented Reality for Surgery - Dr Philip Pratt
Send us a textDr Phillip Pratt is cofounder of Medical iSight, a company that brings augmented reality into the operating theatre. He has a PhD in Neural Systems Engineering from Imperial College London and after a career as a quantitative analyst he was appointed as a research Fellow at the Hamlyn Centre for Robotic Surgery.We discussed the technology behind this tool and future implementations it may have to improve surgery in the future.You can find Dr Philip Pratt at:Twitter: @phili...
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2 years ago
41 minutes 13 seconds

The Computational Medicine Podcast
#006 AI for drug discovery - Dr Patrick Walters
Send us a textDr Patrick Walters is chief data officer at Relay Therapeutics, a company that uses computational techniques to transform the drug discovery process. Since being founded in 2016, the company IPOs in 2020, and is currently valued at $2 billion. And we discussed the computational models that relay uses in the work and how they pair these with wet lab experiments to improve the speed and accuracy of drug discovery. Dr Patrick Walters Twiter: @wpwaltersRelay Therapeutics Twitt...
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2 years ago
49 minutes 56 seconds

The Computational Medicine Podcast
#005 Deploying AI in Ophthalmology at Moorefield's - Professor Pearse Keane
Send us a textProfessor Pearse Keane works at the forefront of the use of machine learning in ophthalmology. He is a consultant Ophthalmologist at the Moorefield’s Eye Hospital in London, the world’s oldest eye hospital. He also is a professor of medical artificial intelligence at University College London. His research team consistently publishes their work in top impact factor journals and has previously collaborated with Deepmind on the analysis of retinal scans.We discuss his career path,...
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2 years ago
34 minutes 20 seconds

The Computational Medicine Podcast
#004 Building computational skills, co-founding a start-up and challenges in healthcare machine learning - Dr Chris Lovejoy
Send us a textDr Chris Lovejoy studied medicine at Cambridge, after 2 years of medical training he undertook the Machine Learning and Computational Statistics masters at UCL. After working as a Machine Learning researcher, he now has co founded a startup called Billions health. Along the way he picked up an MBA as well. We spoke about his career path, advice for other medics who have an interest in computational work and the best applications of the most common ma...
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3 years ago
41 minutes 37 seconds

The Computational Medicine Podcast
#003 McKinsey as an ex-doctor, co-founding a medical start-up and core values - Dr Imran Mahmud
Send us a textDr Imran Mahmud studied medicine at Oxford followed then a public health masters at Harvard. He left working in the NHS to join McKinsey as a consultant. Following this, he co-founded Nye Health, a telemedicine company that has since pivoted towards providing data driven services for medical research. We spoke about the challenges in his career path, key lessons he has learnt along the way and his core values both in and out of work. website: https://www.imranmahmud.com/twi...
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3 years ago
45 minutes 59 seconds

The Computational Medicine Podcast
#002 Lessons from podcasting and summarising medical AI research for doctors - Dr Mustafa Sultan
Send us a textDr Mustafa Sultan is a F1 doctor working in Manchester, while he was a medical student he started the Big Picture Medicine podcast and has since interviewed a long list of impressive guests including various medical start-up founders, and high achievers in academics and medicine. He also started explainthispaper, a website that summarises AI healthcare papers for doctors that has received funding from Santander and Newcastle university.We discuss lessons he has learnt from ...
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3 years ago
25 minutes 55 seconds

The Computational Medicine Podcast
#001 Computational Oncology - Dr Matthew Williams
Send us a textDr Matthew Williams is a Consultant Oncologist at Imperial College Healthcare Trust. He aso leads the Computational Oncology group at Imperial College London. His academic work focuses on mathematical and computational approaches to clinical problems.He started the “Coding for medics” teaching course that taught undergraduate medical students the fundamentals of coding and was featured in the BBC documentary “Hospital” that narrates the journeys of patients suffering from medica...
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3 years ago
24 minutes 58 seconds

The Computational Medicine Podcast
The future is computational. Interviews with clinicians, academics and business leaders involved in computational healthcare work. | Get in touch: alexander.davidson@imperial.ac.uk