Dev and Doc: AI For Healthcare Podcast
Episodes
#31 AI & Digital Twins: The Next Evolution for Personalised Medicine
19 Dec 2025
Contributed by Lukas
In this episode of Dev and Doc, we deep dive into the world of Digital Twins. Popularised in engineering, we explore key concepts and ideas before loo...
#30 The Age of AI agents in healthcare (Live Podcast at HETT 2025)
22 Oct 2025
Contributed by Lukas
Join Josh and Zeljko live at HETT 2025 in London - covering the most exciting topics and highlights that are upcoming in AI for healthcare. Coming f...
Everything you need to know about LLM benchmarks- Turing Test, OpenAI's Healthbench, ARC prize, LM arena
22 Aug 2025
Contributed by Lukas
Whenever there was AI, there were benchmarks- from the turing test, to society-changing benchmarks like MNIST and ImageNet to modern problems like the...
#28 AI agents explained - Manus AI, computer control, Agentic workflows (healthcare)
09 May 2025
Contributed by Lukas
AI agents are here, but how did we get here in the first place? How do we build and leverage AI agents for high stakes domains like healthcare? In thi...
#27 Exploring Claude Sonnet 3.7 for healthcare
26 Feb 2025
Contributed by Lukas
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#26 Is it still worth doing a PhD in 2025? (Computer Science / Machine Learning)
21 Feb 2025
Contributed by Lukas
Is it still worth doing a PhD in 2025? Is the academic system broken in this publish-or-perish landscape? When is a PhD not worth pursuin...
#25 Testing Deepseek R1 on Complex Medical Tasks. Here's what we found. (GRPO explainer)
07 Feb 2025
Contributed by Lukas
Dev and Doc put Deepseek R1 to the test in a technical and clinical deep dive. 👋 Hey! If you are enjoying our conversations, reach out, share your...
#24 Significantly advancing LLMs with RAG (Google's Gemini 2.0, Deep Research, notebookLM)
10 Jan 2025
Contributed by Lukas
Dev and Doc - Latest News Dev and Doc - Latest News It's 2025, Dev and Doc cover the latest news including Google's ...
#23 Can OpenAI's GPT o1 solve complex medical problems?
20 Sep 2024
Contributed by Lukas
First Thoughts and Preliminary Insights into OpenAI's GPT o1 Strawberry in the Medical Domain With some expected and unexpected findings, we have a ...
#22 Explaining Explainable AI (for healthcare) with Dr Annabelle Painter (RSM digital health section Podcast)
15 Aug 2024
Contributed by Lukas
Dev and Doc is joined by guest Annabelle Painter, doctor, CMO, and podcaster for the Royal Society of Medicine Digital Health Podcast. We deep dive in...
#21 Foundational Models in Digital Pathology: Enhancing Cancer detection and outcomes
02 Aug 2024
Contributed by Lukas
An explainer on Foundation models for pathology, from Microsoft's Gigapath to Owkin's H-optimus-0, every company, big or small, are building pathology...
#20 How to build a successful healthTech/ BioTech start-up (2024 roadmap) - Derrick Khor
18 Jul 2024
Contributed by Lukas
Doc talks to Dr Derrick Khor - Cancer Doctor, HealthTech Consultant and Linkedin Guru. We share Derrick's insights from consulting over 120 compan...
#19 Tracking health with technology and AI - demystifying digital biomarkers
04 Jul 2024
Contributed by Lukas
Dev and Doc deconstruct digital biomarkers! This is a fascinating and nascent field in the world of medicine, how have biomarkers transformed the way ...
#18 Keith Grimes - Startups and doctors, HealthTech consulting, Babylon's demise, Leadership theory
30 May 2024
Contributed by Lukas
Dr Keith Grimes is a HealthTech consultant and General Practitioner working with companies to transform clinical ideas into something impactful. He wo...
#17 How to build a clinically safe Large Language Model - Hippocratic AI, Llama3, Biollama
09 May 2024
Contributed by Lukas
How do we reach the holy grail of a clinically safe LLM for healthcare? Dev and Doc are back to discuss news with Meta's LlaMA model and potential of ...
#16 Dev&Doc x Rewired - LLMs, Clinical foundation models and automating administrative tasks (live)
21 Mar 2024
Contributed by Lukas
In this special episode we share a live recording of our live podcast episode at the Rewired UK conference, where NHS, industry and policy markers uni...
#15 The death of Prompt Engineering
29 Feb 2024
Contributed by Lukas
What do Prompt engineers have in common with telephone operators in the 1870s? Spoiler - they're both dying professions 👨🏻⚕️Doc - Dr. J...
#14 Aligning AI models for healthcare | Understanding Reinforcement Learning from Human Feedback (RLHF)
14 Feb 2024
Contributed by Lukas
How do we align AI models for healthcare? 👨⚕️ And importantly, the moral codes and ethics that we practice everyday, how does the LLM deal ...
#13 Research begins when hype ends - Doc's adventure, LlaMa3 , Code LlaMa, Gemini Ultra
01 Feb 2024
Contributed by Lukas
In this episode Doc goes on an adventure to chair an LLM/ generative AI conference session and reflects on his experience. Dev and Doc also discuss b...
#12 2024 AI Predictions : Ambient clinical intelligence, language models as commodities, GPT-5 and AGI
18 Jan 2024
Contributed by Lukas
Dev And Doc are back ! Here we break down the biggest highlights of 2023, and AI predictions for 2024. Dev and Doc is a Podcast where developers and...
#11 The AI race to automate clinical coding
14 Dec 2023
Contributed by Lukas
We have conversations between doctors and developers exploring the potential of AI in healthcare Josh is a training Neurologist in the NHS, and AI ...
#10 The building blocks of AGI - Google's Gemini, OpenAI's Q*
07 Dec 2023
Contributed by Lukas
In this episode, Dev and Doc sit down to discuss artificial general intelligence from the perspective of a neurologist and computer scientist. We div...
#09 De-identifying 21 million hospital records with over 99% recall
23 Nov 2023
Contributed by Lukas
De-identifying and anonymising PHI (protected/personal health information) in health records is one of the central pillars of AI success in healthcar...
#08 the state of healthcare (and why large language models should be used)
09 Nov 2023
Contributed by Lukas
What is the current state of healthcare in the UK, is it ethical for patients to use LLMs for their healthcare ? Dev and Doc is a Podcast where dev...
#07 a conversation on safety and risks of AI models | AI safety summit 2023
30 Oct 2023
Contributed by Lukas
As the AI safety summit nears in England, the UK positions itself as a leader in AI safety, but what does this mean? Is AI safety all about preventing...
#06 Exploring Large multimodal models in healthcare - GPT-4V, Google PaLI-3 explained
23 Oct 2023
Contributed by Lukas
🤖Dev and doc👨🏻⚕️ introduces large multimodal models. ✨ The potential of LMMs combining text and images seem limitless, but what's th...
#05 5 tips to learn AI 2023 : From doctor to health tech
16 Oct 2023
Contributed by Lukas
How should one get into AI and Health tech? Here Doc offers the top 5 tips. Are you someone who is looking into AI and health tech? Or someone who i...
#04 The opportunities and promises of AI in Healthcare : Super Doctors and personal assistants
09 Oct 2023
Contributed by Lukas
We start with a deep dive into why AI is required for the future of healthcare, and in what ways can AI be integrated. In the second part of the episo...
#03 We trained an AI to diagnose like a doctor. Using GPT to predict a patient's future
26 Sep 2023
Contributed by Lukas
<p>What does it mean for a doctor to diagnose a patient? Can an AI (GPT model) learn to diagnose a patient, and even out-diagnose a doctor? Can ...
#02 A clinical introduction to Large language models (LLM), AI chatbots, Med-PaLM
12 Sep 2023
Contributed by Lukas
In this episode, we introduce large language models in healthcare, their potentials and pitfalls. We put AI chatbots like ChatGPT to the test, discuss...
#01 Natural Language Processing for Healthcare - Named Entity Recognition
29 Aug 2023
Contributed by Lukas
In this episode we explore named entity recognition (NER) and its uses in clustering 1 million hospital inpatients, monitoring pandemics and outbreaks...
Ep #00 Introducing the Dev&Doc Podcast. Conversations on AI & healthcare
21 Aug 2023
Contributed by Lukas
Dev&Doc is a podcast where doctors and developers deep dive into the potential of AI in healthcare. 👨🏻⚕️Doc - Dr. Joshua Au Yeung ...