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المحتوى المقدم من Richard Lehman & Raj Mehta, Richard Lehman, and Amp; Raj Mehta. يتم تحميل جميع محتويات البودكاست بما في ذلك الحلقات والرسومات وأوصاف البودكاست وتقديمها مباشرة بواسطة Richard Lehman & Raj Mehta, Richard Lehman, and Amp; Raj Mehta أو شريك منصة البودكاست الخاص بهم. إذا كنت تعتقد أن شخصًا ما يستخدم عملك المحمي بحقوق الطبع والنشر دون إذنك، فيمكنك اتباع العملية الموضحة هنا https://ar.player.fm/legal.
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TechSurge: Deep Tech VC Podcast
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1 Understanding the Elegant Math Behind Modern Machine Learning 1:14:43
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Artificial intelligence is evolving at an unprecedented pace—what does that mean for the future of technology, venture capital, business, and even our understanding of ourselves? Award-winning journalist and writer Anil Ananthaswamy joins us for our latest episode to discuss his latest book Why Machines Learn: The Elegant Math Behind Modern AI . Anil helps us explore the journey and many breakthroughs that have propelled machine learning from simple perceptrons to the sophisticated algorithms shaping today’s AI revolution, powering GPT and other models. The discussion aims to demystify some of the underlying math that powers modern machine learning to help everyone grasp this technology impacting our lives, even if your last math class was in high school. Anil walks us through the power of scaling laws, the shift from training to inference optimization, and the debate among AI’s pioneers about the road to AGI—should we be concerned, or are we still missing key pieces of the puzzle? The conversation also delves into AI’s philosophical implications—could understanding how machines learn help us better understand ourselves? And what challenges remain before AI systems can truly operate with agency? If you enjoy this episode, please subscribe and leave us a review on your favorite podcast platform. Sign up for our newsletter at techsurgepodcast.com for exclusive insights and updates on upcoming TechSurge Live Summits. Links: Read Why Machines Learn, Anil’s latest book on the math behind AI https://www.amazon.com/Why-Machines-Learn-Elegant-Behind/dp/0593185749 Learn more about Anil Ananthaswamy’s work and writing https://anilananthaswamy.com/ Watch Anil Ananthaswamy’s TED Talk on AI and intelligence https://www.ted.com/speakers/anil_ananthaswamy Discover the MIT Knight Science Journalism Fellowship that shaped Anil’s AI research https://ksj.mit.edu/ Understand the Perceptron, the foundation of neural networks https://en.wikipedia.org/wiki/Perceptron Read about the Perceptron Convergence Theorem and its significance https://www.nature.com/articles/323533a0…
E4. CHF: Optimizing Drug Combinations vs Risks of Polypharmacy
Manage episode 345864643 series 3398737
المحتوى المقدم من Richard Lehman & Raj Mehta, Richard Lehman, and Amp; Raj Mehta. يتم تحميل جميع محتويات البودكاست بما في ذلك الحلقات والرسومات وأوصاف البودكاست وتقديمها مباشرة بواسطة Richard Lehman & Raj Mehta, Richard Lehman, and Amp; Raj Mehta أو شريك منصة البودكاست الخاص بهم. إذا كنت تعتقد أن شخصًا ما يستخدم عملك المحمي بحقوق الطبع والنشر دون إذنك، فيمكنك اتباع العملية الموضحة هنا https://ar.player.fm/legal.
A discussion on Heart Failure, polypharmacy, and optimizing therapy with multiple medications.
24 حلقات
Manage episode 345864643 series 3398737
المحتوى المقدم من Richard Lehman & Raj Mehta, Richard Lehman, and Amp; Raj Mehta. يتم تحميل جميع محتويات البودكاست بما في ذلك الحلقات والرسومات وأوصاف البودكاست وتقديمها مباشرة بواسطة Richard Lehman & Raj Mehta, Richard Lehman, and Amp; Raj Mehta أو شريك منصة البودكاست الخاص بهم. إذا كنت تعتقد أن شخصًا ما يستخدم عملك المحمي بحقوق الطبع والنشر دون إذنك، فيمكنك اتباع العملية الموضحة هنا https://ar.player.fm/legal.
A discussion on Heart Failure, polypharmacy, and optimizing therapy with multiple medications.
24 حلقات
Усі епізоди
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Richard Lehman on Evidence Based Medicine
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Richard and Raj discuss Palliative care
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Richard Lehman on Evidence Based Medicine
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Richard and Raj discuss some of the History of Statistics, and how it informs the practice of EBM today.
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Richard Lehman on Evidence Based Medicine
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1 E21: Patients' Role in Generating Evidence 33:50
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Richard and Raj discuss how patients can be involved in the process of generating evidence, from determining patient centered outcomes to prioritizing types and goals of research.
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Richard Lehman on Evidence Based Medicine
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Richard & Raj discuss decision making in EBM, and the tipping points that change clinical practice.
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Richard Lehman on Evidence Based Medicine
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Richard & Raj discuss Overdiagnosis, starting with the difficulty of defining the term to the practical challenges in every day clinical practice. Links on Overdiagnosis: https://www.bmj.com/content/344/bmj.e3502 https://academic.oup.com/jnci/article/102/9/605/894608
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Richard Lehman on Evidence Based Medicine
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References: 1. Wilson JM, Jungner YG. [Principles and practice of mass screening for disease]. Bol Oficina Sanit Panam. 1968;65(4):281-393. 2. Mant D, Fowler G. Mass screening: theory and ethics. BMJ. 1990;300(6729):916-918. doi:10.1136/bmj.300.6729.916 Discussion Timestamps: 0:15 Population Health and Screening History 6:44 Population Health Math 11:41 Screening for Blood Pressure 13:36 Wilson Criteria Difficulty 15:09 Blood Pressure and Screening Programs 22:10 Prostate Cancer Screening 28:27 Colon Cancer Screening 30:06 Colonoscopy Higher Rates of Adenoma Detection…
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Richard Lehman on Evidence Based Medicine
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Richard and Raj discuss the potential future role of AI in EBM and medicine
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Richard Lehman on Evidence Based Medicine
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1 E16: James Mccormack on Applying Evidence and the "One Agent at a Time" approach 38:27
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James Mccormack, from https://therapeuticseducation.org/ , discusses personalized, one-agent-at-a-time approach to medication management. He also has helped to create several decision based websites: Overall CVD cvdcalculator.com Heart failure https://hfmedchoice.com/ Diabetes https://decisionaid.ca/diabetes/…
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Richard Lehman on Evidence Based Medicine
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Richard and Raj discuss the history of Hypertension and how it lead up to modern day challenges of managing high blood pressure.
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Richard Lehman on Evidence Based Medicine
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The NNT
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Richard Lehman on Evidence Based Medicine
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1 E13: GP Evidence & Web-based Aids for Shared Decision Making 32:51
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Reference: https://gpevidence.org/
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Richard Lehman on Evidence Based Medicine
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richard and raj discuss the changing approach to managing diabetes over the years.
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Richard Lehman on Evidence Based Medicine
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1 E11: EBM’s over-reliance on meta-analysis 39:06
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Richard and Raj discuss the role of meta-analysis in EBM, in light of the recent controversial cochrane report on masks (physical interventions) in respiratory infections.
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Richard Lehman on Evidence Based Medicine
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1 E10: What works for the Individual Patient? 42:14
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Richard and Raj discuss personalized medicine in primary care
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Richard Lehman on Evidence Based Medicine
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Richard and Raj discuss common challenges and errors that may occur in diagnostic reasoning. Reference: https://onlinelibrary.wiley.com/doi/10.1111/j.1365-2923.2009.03507.x
مرحبًا بك في مشغل أف ام!
يقوم برنامج مشغل أف أم بمسح الويب للحصول على بودكاست عالية الجودة لتستمتع بها الآن. إنه أفضل تطبيق بودكاست ويعمل على أجهزة اندرويد والأيفون والويب. قم بالتسجيل لمزامنة الاشتراكات عبر الأجهزة.