Welcome to The AI-Ready Doctor, where we bridge the ever-evolving world of medicine with the transformative power of artificial intelligence. In this episode, we take you straight to the heart of the ICU, a space defined by urgency and complexity to explore how AI is changing the very mindset of clinicians.

Host Dr. Bencheqroun unpacks how innovative platforms like Viz.ai, Open Evidence, and Doximity Scribe aren’t just speeding up workflows, but are actually enhancing critical thinking and teamwork in high-stakes care. We dive into how AI tools are being integrated by both seasoned experts and digital-native medical students, revealing a new era where clinical judgment is amplified, not replaced by artificial intelligence.

Along the way, we grapple with the big questions: How do we maintain humanity in medicine as technology advances? Does using AI give doctors back much-needed time with their patients? And what daily cognitive habits will help today’s clinicians thrive in an AI-powered world?

Whether you’re a skeptic, an enthusiast, or somewhere in between, this episode promises practical insights, real-world examples, and a compelling look at the journey to true AI fluency in medicine. Stay tuned as we chart the path to becoming AI-Ready, right here, on The AI-Ready Doctor.

00:00 AI's Role in Urgent Neurocare

03:27 Stroke Diagnosis Process Explained

07:14 AI Enhances Medical Education

12:02 "Ambient AI in Healthcare"

15:25 Customizable Physician Tools Revolution

20:46 AI Fine-Tuning Explained

23:16 AI-Assisted Critical Care Decision-Making

25:32 Local AI Deployment in Hospitals

29:15 Human-AI Collaboration in Medical Innovation

32:36 Exploring Black Seed Oil for Covid

35:03 Research Tools and Analysis Methods

40:32 "Perplexity: Immediate, Verifiable Answers"

42:55 Hospital Rounds: A Physician's Routine

46:23 Guidelines for Anticoagulant Treatment Duration

50:24 "Using AI for Everyday Decisions"

54:39 Spotting Anomalies: A Physician's Skill

56:57 AI Ready Doctor: Curiosity's Impact

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https://drbmedicalai.com/med-ai-academy/

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https://www.tophealth.care/

Welcome back to The AI-Ready Doctor! In this episode, we’re breaking down the fundamentals of artificial intelligence for every clinician who’s ever said, “I don’t get AI and I don’t want to pretend I do.” Host Dr. Bencheqroun strips away the jargon and buzzwords to deliver clear, honest insights about what AI is, how it really works, and why it’s impacting healthcare right now.

If you’ve ever wondered how AI “thinks” (spoiler: it doesn’t think like we do!), what an algorithm truly means in practice, or why everyone’s talking about “prompt engineering,” this is your starting point. Discover the critical difference between automation and augmentation, get real about AI hallucinations, and understand why trust and verification are everything when integrating AI into clinical workflows.

Whether you’re excited, skeptical, or just plain curious, this conversation will give you practical metaphors, relatable examples, and actionable tips to not just keep up with AI, but to leverage it safely and confidently for your patients and your practice.

So, send this episode to your colleagues, buckle up, and let’s get AI-ready together.

00:00 Tokens: Predictive Language Units

03:12 AI Learning and Decision Process

06:17 AI Understanding Through Precise Prompting

10:05 "Clarifying AI Response Techniques"

12:27 Verify Information to Prevent Errors

15:32 "Preventing AI Hallucinations with Small LMs"

18:57 Enhancing Patient-Centric AI Explainability

24:06 Copyright Concerns in AI Training

25:43 Evaluating Social Media Credibility

29:55 "Refining AI-Generated Images"

34:49 Effective Leadership Communication Rule

36:53 Automation vs. Augmentation in AI

39:12 Balancing AI with Human Touch

44:28 Medical Responsibility and Knowledge

45:29 Trusted Medical Professionals: Key to Patient Trust

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https://drbmedicalai.com/med-ai-academy/

https://aireadydoctor.com/

https://www.tophealth.care/

Welcome back to The AI-Ready Doctor, the podcast that demystifies artificial intelligence and shows you how to put it to work in your clinical practice right now. In today’s episode, Dr. Hassan Bencheqroun, an experienced critical care physician and digital medicine researcher, tackles one of the biggest hurdles facing clinicians today: the fear that AI is just too complicated to learn or use. Dr. Bencheqroun breaks down what makes AI accessible even to those without a technical background and shares personal stories from the ICU where AI became not a replacement, but a powerful assistant that restored his purpose in medicine.

From busting myths about AI’s capabilities, to offering real-world examples of how AI can streamline rounds and improve patient care, this episode is packed with practical advice, relatable anecdotes, and empowering takeaways. Whether you’re hesitant to try new tools or feel like you’re already behind, Dr. Bencheqroun explains why you’re right on time to join this digital transformation. Plus, he shares essential AI terms every clinician should know, reveals the skill of prompt writing as the new “SOAP note,” and answers the big question: What can AI never replace in medicine?

If you’ve ever wondered how to actually talk to AI, when to trust it and when to double-check, this conversation is for you. Stay tuned as we make AI feel less like science fiction, and more like your next step toward better, more fulfilling practice.

Timestamps:

00:00 AI Can't Replace Human Care

03:38 AI's Limitations in Medicine

08:09 "Mastering AI Prompting"

12:11 "AI: A Tireless Smart Assistant"

16:10 AI Interaction Basics: Prompting & Models

20:14 Synthetic Data: AI's Creative Limitation

22:43 AI Responsibility and Privacy Concerns

27:09 AI Tool Surpasses Expectations

28:49 AI Prompt: Clarifying Intentions

32:12 AI-Assisted ICU Rounds

36:02 AI Revolutionizing Information Retrieval

41:20 AI in Medicine: Caution Advised

44:53 AI Revolutionizing Medical Diagnostics

47:21 Key Skills for AI Utilization

50:39 AI's Impact on Medical Community

52:58 Spark & Share: Inspire Colleagues

https://www.linkedin.com/in/drbmedicalai/

https://drbmedicalai.com/med-ai-academy/

https://aireadydoctor.com/

https://www.tophealth.care/