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Bringing doctors and developers together to unlock the potential of AI in healthcare. Together, we can build models that matter. 🤖👨🏻⚕️ Hello! We are Dev & Doc, Zeljko and Josh :) Josh is a training Neurologist in the NHS, and AI researcher in St Thomas' hospital and King's College Hospital. Zeljko is an AI engineer, and post-doctoral researcher in King's College London, as well as a CTO for a natural language processing company. ------------- Substack- https://aiforhealthcare.substack.com/ ...
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First Thoughts and Preliminary Insights into OpenAI's GPT o1 Strawberry in the Medical Domain With some expected and unexpected findings, we have a "bake off" between o1 and Doc to demonstrate how o1 fares with tricky medical scenarios. Disclaimer Obviously, don't use AI to diagnose or treat your medical problems. If you are unwell, please seek a m…
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#22 Explaining Explainable AI (for healthcare) with Dr Annabelle Painter (RSM digital health section Podcast)
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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 into explainability and interpretability with concrete healthcare examples. Check out Dr. Painter's Podcast here, she has some amazing guests and great insights into AI in healthcare! - https://spotify.…
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#21 Foundational Models in Digital Pathology: Enhancing Cancer detection and outcomes
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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 AI models. In this episode, Doc talks to Sean M. Hacking, assistant professor in Pathology at NYU Grossman School of Medicine and Özgür Şahin, particle physicist at CERN. Together they are building t…
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#20 How to build a successful healthTech/ BioTech start-up (2024 roadmap) - Derrick Khor
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Doc talks to Dr Derrick Khor - Cancer Doctor, HealthTech Consultant and Linkedin Guru. We share Derrick's insights from consulting over 120 companies and a step-by-step guide on how to build a successful Healthcare company. You can find more of Derrick and his helpful guides - https://adoptadoc.com/resources/ profile- https://www.linkedin.com/in/de…
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#19 Tracking health with technology and AI - demystifying digital biomarkers
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Dev and Doc deconstruct digital biomarkers! This is a fascinating and nascent field in the world of medicine, how have biomarkers transformed the way we practice medicine, and how will AI and wearables, sensors and digital fingerprints transform the way we practice in the future? Hey! If you are enjoying our conversations, reach out, share your tho…
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#18 Keith Grimes - Startups and doctors, HealthTech consulting, Babylon's demise, Leadership theory
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Dr Keith Grimes is a HealthTech consultant and General Practitioner working with companies to transform clinical ideas into something impactful. He worked as the digital health director in Babylon Health prior to its demise, and currently runs his own consulting firm, Curistica. This is one not to miss!ReferencesHealthTech consulting at Curistica w…
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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 healthcare LLMs finetuned on top like BioLlaMa. We discuss the key steps in building a clinically safe LLM for healthcare for healthcare and how this was pursued by Hippocratic AI's latest model - Pol…
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#16 Dev&Doc x Rewired - LLMs, Clinical foundation models and automating administrative tasks (live)
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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 unite. We discuss current LLMs from a technical and practical perspective. Dive into how to build Foundational models for the National health service and our experiences. We were also privileged to be jo…
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What do Prompt engineers have in common with telephone operators in the 1870s? Spoiler - they're both dying professions👨🏻⚕️Doc - Dr. Joshua Au Yeung - https://www.linkedin.com/in/dr-joshua-auyeung/🤖Dev - Zeljko Kraljevic https://twitter.com/zeljkokrThe podcast 🎙️🔊Spotify: https://podcasters.spotify.com/pod/show/devanddoc 📙Substack: https://aiforhe…
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#14 Aligning AI models for healthcare | Understanding Reinforcement Learning from Human Feedback (RLHF)
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How do we align AI models for healthcare? 👨⚕️ And importantly, the moral codes and ethics that we practice everyday, how does the LLM deal with ethical scenarios like the trolley problem for example? This is a fascinating topic and one we spend a lot of time thinking about.In this episode Dev and Doc, Zeljko Kraljevic and I cover all the up to dat…
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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 big news on meta's Llama3 and Code LlaMa.Dev and Doc is a Podcast where developers and doctors join forces to deep dive into AI in healthcare. Together, we can build models that matter.👨🏻⚕️Doc - Dr. Jo…
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#12 2024 AI Predictions : Ambient clinical intelligence, language models as commodities, GPT-5 and AGI
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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 doctors join forces to deep dive into AI in healthcare. Together, we can build models that matter.👨🏻⚕️Doc - Dr. Joshua Au Yeung - https://www.linkedin.com/in/dr-joshua-auyeung/🤖Dev - Zeljko Kraljevic h…
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We have conversations between doctors and developers exploring the potential of AI in healthcare Josh is a training Neurologist in the NHS, and AI researcher in St Thomas' hospital and King's College Hospital. He is also a PhD student at King's College London. Zeljko is an AI researcher and PhD student at King's College London, as well as a CTO for…
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In this episode, Dev and Doc sit down to discuss artificial general intelligence from the perspective of a neurologist and computer scientist. We dive into the current developments around AGI , the 2 controversial schools of thought, LLMs and neuroscience, and give hot takes about whether we will ever reach AGI. Dev and Doc is a Podcast where devel…
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De-identifying and anonymising PHI (protected/personal health information) in health records is one of the central pillars of AI success in healthcare. Without de-identified data we cannot share data between hospitals , train models confidentially, or safely create large language models. Live from new orleans, Dev and Doc are here to dive into this…
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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 developers and doctors join forces to deep dive into AI in healthcare. Together, we can build models that matter.Hey! If you are enjoying our conversations, reach out, share your thoughts and journey with u…
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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 doom for the human race ? 🤖Dev and doc👨🏻⚕️ are here to break down this fascinating topic. Dev and Doc is a Podcast where developers and doctors join forces to deep dive into AI in healthcare. Togeth…
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🤖Dev and doc👨🏻⚕️ introduces large multimodal models. ✨ The potential of LMMs combining text and images seem limitless, but what's the catch? Dev and Doc is a Podcast where developers and doctors join forces to deep dive into AI in healthcare. Together, we can build models that matter.👨🏻⚕️Doc - Dr. Joshua Au Yeung - https://www.linkedin.com/in/dr-…
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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 is already in the field ? Share your thoughts and journey with us! Dev and Doc is a Podcast where developers and doctors join forces to deep dive into AI in healthcare. Together, we can build models that…
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#04 The opportunities and promises of AI in Healthcare : Super Doctors and personal assistants
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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 episode, we cover the VC involvement in the space and showcase the best use cases where AI companies can jump into healthcare.Dev&Doc is a podcast where doctors and developers deep dive into the potenti…
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#03 We trained an AI to diagnose like a doctor. Using GPT to predict a patient's future
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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 we use AI to predict the future? Try the Foresight GPT demo here: foresight.sites.er.kcl.ac.uk Like what you're hearing? Support us by subsc…
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#02 A clinical introduction to Large language models (LLM), AI chatbots, Med-PaLM
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In this episode, we introduce large language models in healthcare, their potentials and pitfalls. We put AI chatbots like ChatGPT to the test, discuss our thoughts on Google's Med-PaLM, and dabble in a bit of philosophy of artificial general intelligence. Like what you're hearing? Support us by subscribing and reaching out to us. We want to encoura…
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#01 Natural Language Processing for Healthcare - Named Entity Recognition
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In this episode we explore named entity recognition (NER) and its uses in clustering 1 million hospital inpatients, monitoring pandemics and outbreaks, automating clinical coding, enriching research cohorts, and more. Dev&Doc is a podcast where doctors and developers deep dive into the potential of AI in healthcare. 👨🏻⚕️Doc - Dr. Joshua Au Yeung 🤖…
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Dev&Doc is a podcast where doctors and developers deep dive into the potential of AI in healthcare.👨🏻⚕️Doc - Dr. Joshua Au Yeung 🤖Dev - Zeljko Kraljevic The podcast 🎙️🔊Spotify- https://sptfy.com/OMmVJoin the Dev&Doc movement: 🏃https://aiforhealthcare.substack.com/Timestamps:Start 00:00Introduction 00:28The idea 01:20 Target audience 2:46Start of t…
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