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.
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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
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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
It's Different This Time