The Rise (and Fall) of Expert Systems: How Early AI Tried to Think Like Clinicians

Prior to machine learning and ChatGPT, there were the expert systems — the precursors to "good old-fashioned AI." Expert systems attempted to encode the reasoning of clinical thinking in symbolic rules and decision trees. In this video, we investigate how expert systems such as MYCIN attempted to mimic expert medical decision-making, why they struggled to handle the complexity of real-world medicine, and how their legacy continues in today's hybrid AI models that integrate logic with learning. 👉🏻Expert Systems: Mapping Clinical Decision-Making - Listen to Dr. Michael Rowe on PT Pro Talk and discover why he believes AI isn't replacing physical therapists, it's expanding our capabilities. 🎥Link to interview on Youtube: https://youtu.be/a1u2nbXbwtA 🎙Listen on all platforms: https://bit.ly/45rzffO 𝗔𝗯𝗼𝘂𝘁 𝐏𝐓 𝐏𝐫𝐨 𝐓𝐚𝐥𝐤 𝐏𝐨𝐝𝐜𝐚𝐬𝐭 In this channel, you will find Physical Therapy-related content, like interviews with experts who share their views and experiences, providing relevant information to help Physical Therapists improve their practice and patient care! 📩 Don't miss out on podcast updates!📬: https://www.ptprotalk.com/ 🌐𝐅𝐨𝐥𝐥𝐨𝐰 𝐌𝐞 𝐎𝐧 𝐒𝐨𝐜𝐢𝐚𝐥𝐬 📸Instagram: / ptprotalk 📱Facebook: / ptprotalkpodcast 💻LinkedIn: / pt-pro-talk 🐦Twitter: / marihannaparks 🎧Spotify: ptprotalk ✅𝐆𝐄𝐓 𝐈𝐍 𝐓𝐎𝐔𝐂𝐇 📧 📩Email: mariana@ptprotalk.com 🕵️‍♂️Thank you for visiting our channel and watching all our videos. Support 💁‍♂️ PT Pro Talk Podcast is only possible with the support of forward-looking and innovative companies like: NeckCare: https://bit.ly/3E1uYof, and SaRaHealth:https://bit.ly/saraytb 𝗧𝗵𝗮𝗻𝗸𝘀 𝗙𝗼𝗿 𝗪𝗮𝘁𝗰𝗵𝗶𝗻𝗴 : The Rise (and Fall) of Expert Systems: How Early AI Tried to Think Like Clinicians #AIHistory #ExpertSystems #GoodOldFashionedAI #ClinicalAI #MedicalDecisionSupport #MachineLearning #NeuroSymbolicAI #ArtificialIntelligence #MYCIN #healthcaretechnology 𝗥𝗲𝗹𝗮𝘁𝗲𝗱 𝗦𝗲𝗮𝗿𝗰𝗵𝗲𝘀 expert systems good old-fashioned AI symbolic AI clinical reasoning clinical decision-making medical AI artificial intelligence in healthcare neuro-symbolic AI history of AI rule-based systems knowledge representation machine learning vs expert systems healthcare innovation