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

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

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

https://aireadydoctor.com/

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

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

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/

Welcome to the debut episode of The AI-Ready Doctor, the show that makes artificial intelligence approachable for anyone curious about its role in medicine and beyond. In this first episode, you'll meet Dr. Hassan Bencheqroun, a critical care physician, educator, and researcher who bridges the gap between traditional medicine and the latest AI tools. Dr. B shares his personal journey from the height of the COVID-19 crisis, where he found AI unexpectedly offering hope, margin, and perspective during a time of professional exhaustion and loss.

Dr. B candidly discusses how AI isn't here to replace doctors, but to empower both clinicians and everyday people, highlighting real-life examples that extend from ICU patient care to planning family activities or perfecting dinner plans. This episode sets the stage for a practical and compassionate exploration of AI, inviting listeners from all walks of life, not just healthcare professionals to discover how these evolving tools can bring more purpose, ease, and humanity into their work and daily routines.

Tune in for unfiltered conversations, expert insights, and hands-on tips, as Dr. B helps you become confident and AI-ready, no matter your background or experience level.

00:00 "Podcast to Demystify AI"

03:58 AI Inspirations: Personalized Applications

07:05 AI in Medicine: Communication Aid

12:24 Evaluating Travel Apps: User Insights

17:24 "Sources of Inspiration and Support"

20:23 Seeking Better Healthcare Solutions

23:58 AI Transforming Predictive Healthcare Analytics

26:54 Embracing Innovative Digital Tools

30:09 AI in Education: Encouraging Integration

34:43 Use Separate Email for AI Tools

36:02 "AI Ready Dr: Practical Insights"

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

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

https://aireadydoctor.com/

https://www.tophealth.care/

The AI-Ready Doctor is more than a podcast — it’s your trusted guide to understanding and using artificial intelligence in healthcare. Hosted by Dr. Hassan Bencheqroun, a critical care physician, clinical researcher, and educator, this show takes the mystery out of machine learning and digital health tools — one practical episode at a time.

Each episode feels like a high-yield masterclass, combining real stories with real solutions. From ChatGPT to clinical trials, data bias to digital workflows, Dr. B simplifies what matters — so you can use it your way, right away.

This isn’t about hype. It’s about clarity. Whether you’re teaching residents, redesigning systems, or just trying to keep up, The AI-Ready Doctor will help you lead — not follow — the AI wave.

If you’ve ever thought, “I should understand this stuff, but I don’t know where to start,” this is your place to begin.

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

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

https://aireadydoctor.com/

https://www.tophealth.care/