It's Different This Time

It’s different this time, it really is. Most healthcare workers are either too busy to pay attention to what’s happening in AI today, or are stuck in the past and have only experienced low quality AI. In today’s episode, we’re going to discuss why this is a mistake. Healthcare workers aren’t immune to the impact of AI, and they need to start preparing for significant changes to their job description in the next 5 years. ____ Timestamps 0:00 Why You Should Care 8:17 FDA Hurdles 9:39 History of Neural Networks: 1940’s - Present 19:12 AI & Medicine: 1940’s - Present 28:32 How LLM’s Can Impact Frontline Medical Works 35:42 The Incredible Potential of Autonomous AI Agents In Medicine ____ References Dermatology https://www.nature.com/articles/s41598-021-96707-8 https://news.mit.edu/2021/artificial-intelligence-tool-can-help-detect-melanoma-0402 https://www.jidonline.org/article/S0022-202X(20)31201-X/fulltext https://www.frontiersin.org/articles/10.3389/fmed.2020.00100/full https://www.mdpi.com/1660-4601/18/24/13409 https://journals.lww.com/idoj/fulltext/2023/14060/artificial_intelligence_in_diagnostic_dermatology_.4.aspx https://arxiv.org/abs/2311.01009 https://www.mdpi.com/2079-9292/12/6/1342 Ophthalmology https://onlinelibrary.wiley.com/doi/10.1111/ceo.13381 https://journals.lww.com/ijo/Fulltext/2020/68070/Insights_into_the_growing_popularity_of_artificial.22.aspx https://bjo.bmj.com/content/105/2/158 https://www.dovepress.com/artificial-intelligence-in-ophthalmic-surgery-current-applications-and-peer-reviewed-fulltext-article-OPTH https://www.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2022.889445/full https://ieeexplore.ieee.org/document/9716741 https://ieeexplore.ieee.org/document/10340746 https://www.cureus.com/articles/164004-artificial-intelligence-in-ophthalmology-a-comparative-analysis-of-gpt-35-gpt-4-and-human-expertise-in-answering-statpearls-questions#!/ https://ieeexplore.ieee.org/document/9674065 Pathology https://www.frontiersin.org/articles/10.3389/fmed.2019.00185/full https://gut.bmj.com/content/70/6/1183 https://www.mdpi.com/2075-4418/13/19/3115 https://www.mdpi.com/2072-6694/11/11/1673 https://www.nature.com/articles/s41571-019-0252-y https://www.frontiersin.org/articles/10.3389/fmed.2019.00185/full https://pathsocjournals.onlinelibrary.wiley.com/doi/10.1002/path.6168 https://jcp.bmj.com/content/74/2/73 https://ieeexplore.ieee.org/document/9745795 Cardiology https://www.sciencedirect.com/science/article/pii/S0735109719302360?via%3Dihub https://www.ahajournals.org/doi/10.1161/JAHA.119.012788 https://www.emjreviews.com/interventional-cardiology/congress-review/26886-2-j090122/ https://pubs.rsna.org/doi/10.1148/ryct.2021200512 https://www.nature.com/articles/s41569-018-0104-y https://www.sciencedirect.com/science/article/pii/S0735109719302360?via%3Dihub https://arxiv.org/abs/2310.12630 Neurology https://link.springer.com/article/10.1007/s00415-019-09518-3 https://linkinghub.elsevier.com/retrieve/pii/S0377123721001490 https://www.degruyter.com/document/doi/10.1515/revneuro-2021-0101/html https://pubs.rsna.org/doi/10.1148/radiol.2018181928 https://jkns.or.kr/journal/view.php?doi=10.3340/jkns.2022.0130 https://journals.salviapub.com/index.php/gmj/article/view/3158 https://www.eurekaselect.com/article/136533 This is a public episode. If you'd like to discuss this with other subscribers or get access to bonus episodes, visit justincottle.substack.com/subscribe