The AI-Ready Doctor

Welcome to another episode of The AI-Ready Doctor. In this episode, host Dr. Hassan Bencheqroun sits down with his guest and student, Aditi Chitre, to dive into the transformative role of artificial intelligence in medical education. From personal stories about AI “hallucinations” to innovative initiatives at UC Riverside, their conversation explores how generative AI and custom GPTs are reshaping case-based learning for future physicians.

They share thoughtful perspectives on skepticism, responsible AI use, and the importance of community, especially for a generation shaped by rapid technological change and the pandemic. Together, they unpack real-world challenges and lessons from integrating AI into their study routines, including chatbots designed to nudge students toward clinical reasoning instead of simply handing over answers.

Touching on topics ranging from AI companions and mental health apps to balancing life as a medical student and marathon runner, this episode challenges the myth that students turn to AI just to cheat. Instead, it reveals how today’s learners are building healthier, more productive relationships with technology and with each other.

Join us as we explore how the next generation of doctors is becoming truly AI-ready: embracing innovation while staying grounded in what it means to be human.

00:00 Case-Based Learning in Medicine

03:23 "AI-Powered Learning Support Chatbot"

09:22 "AI Empowering Global Learning"

12:44 "AI Builds My Running Plan"

14:16 AI's Role in Medical Education

19:25 AI Apps for Support & Moderation

22:12 "Tailored Tools for Efficient Studying"

23:52 "My Instance: Speaking to AI"

27:49 "Balancing Boards and Life"

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“Disclaimer: Informational only. Not medical advice. Consult your doctor for guidance.”

Welcome to a brand new episode of The AI-Ready Doctor! In this kickoff to 2026, Dr. Hassan Bencheqroun takes an honest look at how artificial intelligence is transforming medicine right now. The era of simple chatbots is over agentic AI is here, already embedded in daily workflows, automating everything from documentation and scheduling to patient follow-up. But with these advances come new challenges in liability, workflow design, and the ever-present need for clinicians to stay meaningfully engaged with this technology.

In this episode, you’ll hear how the conversation around AI has shifted from fear of being replaced to the realities of staying involved and protecting patients. The hosts talk about the evolving expectations of AI literacy, the importance of understanding where and how to step in with AI, and why accountability and attribution matter more than ever. They also tackle issues of privacy, regulatory oversight, the future of clinical trials, and what genuine AI “education” should look like in a world where synthesis has replaced search.

Whether you’re a physician, nurse, pharmacist, or just curious about the future of healthcare, this episode is packed with practical advice, myth-busting, and critical pulse-checks on what’s real and what’s hype in the rapidly advancing world of AI in medicine. If you’re ready to think deeper and take action in 2026, this episode is your starting line.

00:00 "AI Agents: Autonomous Decision Makers"

04:26 "Search Replaced by Synthesis"

09:08 "AI Tools Lacking Proper Safeguards"

11:32 AI, Privacy, and Patient Safety

16:12 AI Responsibility: Personal and Leadership

19:41 "AI Teaching Revolution"

21:00 "Revolutionizing Learning with AI"

25:02 "AI Myths in Healthcare"

29:04 "Agentic AI in Medicine"

34:05 "Start Now, Stay Curious"

34:24 AI Ready Doctor Podcast

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“Disclaimer: Informational only. Not medical advice. Consult your doctor for guidance.”

Welcome to another episode of The AI-Ready Doctor! As the year draws to a close, we're taking a deep dive into how artificial intelligence has truly reshaped the healthcare landscape far beyond the buzzwords and hype. In today’s episode, host Dr. Hassan Bencheqroun unpack the global conversations happening around AI, drawing on insights from international conferences, medical schools, and clinics.

From powerful tools like ambient AI, predictive analytics, and digital twins, to the challenges of hallucinations, bias, and the ever-evolving role of clinicians, this episode is both a reality check and a hopeful look forward. You’ll hear firsthand how physicians, students, and even patients are embracing AI to augment, not replace their knowledge, workflows, and care.

Whether you’re wondering what stood out, what flopped, or where we need to be vigilant, Dr. Hassan Bencheqroun and Ibre break down the good, the bad, and the just plain garbage in this year’s AI offerings in medicine. Above all, they remind us that the heart of healthcare is human connection and AI’s real promise lies in restoring clarity, intention, and time to what matters most.

Tune in for an honest, energetic round-up and get AI Ready for what’s next!

00:00 AI Transforming Healthcare and Search

04:11 "Gemini: Powerful AI Tools for Students"

08:32 "Teaching Clinical Reasoning Through Competition"

13:23 "Valuing Imperfect Human Connection"

16:38 "Data Use and Ethical Balance"

20:11 "AI's Role in Healthcare Leadership"

21:36 "AI: The New Consult Tool"

25:43 Empowering Physicians Through Public Speaking

28:48 "Revolutionary Potential of Digital Twins"

31:54 "AI and Faith: Uniting Worlds"

35:31 Revolutionizing Education with Ethical AI

40:49 "Embracing AI in Healthcare"

44:55 "AI Transparency and Challenges"

46:14 "Challenges of AI in Research"

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“Disclaimer: Informational only. Not medical advice. Consult your doctor for guidance.”

Welcome back to The AI-Ready Doctor! In this insightful episode, Dr. Hassan Bencheqroun is joined by patient experience expert Karla Cardoza to dive deep into how AI is transforming the patient journey from hospital admissions to critical conversations at the bedside. Drawing from their own personal encounters as both caregivers and family members, they explore the promise and pitfalls of integrating AI into healthcare.

Together, they break down common concerns about trust and transparency, generational perspectives on new technology, and the importance of keeping the human touch alive even as AI streamlines the administrative burdens that wear down clinicians. You'll hear firsthand stories, insights from national conferences, and practical takeaways for doctors, administrators, and patients navigating this rapidly evolving landscape.

Whether you’re curious about AI’s role in patient education, worried about data privacy, or wondering if your job could be at risk, this conversation will leave you not only better informed, but more empowered to shape the future of healthcare with both technology and empathy.

00:00 Healthcare Trust and AI Challenges

04:39 Patient-Centered Problem-Solving

08:33 AI Reducing Healthcare Costs

10:46 AI Adoption in Rural Healthcare

15:04 AI in Healthcare: Data Governance

18:20 AI Enhancing Doctor-Patient Communication

20:38 "AI, Humans, and Personal Touch"

25:27 "AI for Decision-Making Assistance"

27:28 "AI vs. Human Connection"

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“Disclaimer: Informational only. Not medical advice. Consult your doctor for guidance.”

Welcome back to The AI-Ready Doctor, where we explore how technology and empathy can transform healthcare. In this episode, host Dr. Hassan Bencheqroun sits down with Karla Cardoza , a patient experience specialist with deep roots in advocating for compassion across health systems. Together, they unpack the evolving role of AI in healthcare from empowering patients to be active participants in their care, to helping clinicians manage documentation and achieve better patient outcomes.

Karla Cardoza shares personal stories and insights on how AI, when used thoughtfully, can enhance confidence in decision-making for patients and their families. But alongside the promise, they also dive into the real concerns around privacy, the irreplaceable value of human touch, and the importance of building trust in an age where algorithms play an increasing role in care. You’ll also hear a lively debate on where AI shines, where the human element is non-negotiable, and how cultural contexts and biases must be addressed as we shape the future of medicine.

Tune in for a candid, hope-filled conversation about how clinicians and patients can partner with AI, always keeping compassion at the heart of healthcare.

00:00 Empowered Patients and Health Tech

03:41 AI-Assisted Elderly Care Decisions

08:45 AI Expanding Healthcare Data Context

12:44 Empathy Over AI Efficiency

14:21 "Automating Care, Not Caring"

19:31 Red Flags in Contract Process

23:34 "AI-Powered Design and Feedback"

26:50 "AI Bias in Healthcare Recommendations"

29:25 "Empathy, Time, and Trust"

31:30 "Prioritizing Patient Involvement in AI"

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“Disclaimer: Informational only. Not medical advice. Consult your doctor for guidance.”

Welcome to another episode of The AI-Ready Doctor, where we explore the real stories and practical applications of artificial intelligence in medicine. In today’s episode, we're joined by Dr. Gastelum, an accomplished critical care anesthesiologist, single mother, and AI enthusiast. Dr. Gastelum shares her personal journey balancing life as a physician and parent, revealing how intentional choices have shaped her path.

Together, Dr. Hassan Bencheqroun and Dr. Gastelum dive into those “aha moments” when AI proves itself more than just a buzzword, from navigating legal contracts to streamlining everyday medical workflows. Dr. Gastelum opens up about integrating AI into both her clinical decisions and daily life, whether that's finding quick solutions for knee pain or helping colleagues save time at work.

This conversation isn’t just about technology, it’s about adapting, staying curious, and using new tools to make life better for both patients and clinicians. Get ready to hear authentic, relatable stories and thoughtful reflections on privacy, skepticism, and the evolving role of doctors in an AI-driven world. If you’re wondering how AI can augment your practice, your parenting, or simply your everyday routines, this episode is for you.

00:00 "Everyone Has a Moment"

03:16 "AI Solved My Contract Issue"

06:35 "Convenient, Clear, Time-Saving Solutions"

12:16 "Mindful Engagement with AI"

13:46 AI: Misunderstood but Useful Tool

17:10 Medicine's Evolving Knowledge Access

21:04 "Managing High-Risk Surgical Induction"

23:26 AI Enhances, Not Replaces Judgment

27:58 AI: The Future's Ultimate Tool

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“Disclaimer: Informational only. Not medical advice. Consult your doctor for guidance.”

Welcome to another thought-provoking episode of The AI-Ready Doctor! Today, host Dr. Hassan Bencheqroun sits down with Vivek Nanda, the “man behind the media” for a spirited discussion on how artificial intelligence is reshaping healthcare. From the practical wins, like saving clinicians valuable documentation time, to pitfalls like overhyped headlines promising AI can replace doctors, our guests dig deep into what’s really happening on the frontlines.

In this episode, you’ll hear about why patient communication is still healthcare’s biggest pain point, how new legislation like California’s AB3030 is aiming to create more transparency and trust in AI usage, and why both patients and providers need transparency when using AI-powered tools. Plus, we’ll explore the environmental impact of AI, biases in algorithms affecting medical coverage, and why the path forward is “human, powered by AI.”

Whether you’re a clinician, medical educator, researcher, or just AI-curious, this conversation is packed with real-world insights and practical takeaways. Stick with us curiosity is infectious, and there’s plenty to catch here at The AI-Ready Doctor!

00:00 AI Transforming Healthcare Productivity

05:52 "AI Usage and Validation Insights"

06:52 Prioritize Transparency in AI Healthcare

13:10 Doctor-Patient Communication Tips

15:17 "Care Navigation Tools for Patients"

19:24 "Transparency in AI Usage"

23:30 Healthcare Tech Journey & Pivot

26:56 Tools Easing Burnout and Conflict

28:40 AI Risks in Medical Decisions

33:42 Understanding AI's Hidden Costs

36:46 Custom GPT for Carbon Footprints

41:46 "AI, Bias, and Decision Challenges"

45:43 AI Transforming Precision Medicine

47:02 AI Streamlines Post-Biopsy Workflow

50:53 Insurance Denials and Ethics Concerns

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https://www.tophealth.care/

“Disclaimer: Informational only. Not medical advice. Consult your doctor for guidance.”

Welcome to another powerful and personal episode of The AI-Ready Doctor podcast. Today, hosts Dr. Hassan Bencheqroun and Dr. Alin Gragossian take us deep into the world of organ transplantation a space where every second matters and lives hang in the balance.

This conversation is especially poignant as Dr. Gragossian shares her unique perspective, not just as a critical care physician and medical director at an organ procurement agency, but also as a heart transplant recipient herself. From suddenly becoming a patient in the very ER where she worked, to navigating the rigorous and emotional transplant process, Alin opens up about what it really means to live through both sides of critical care.

The episode explores the intricate, high-stakes world of organ donation and transplantation, the importance of compassionate communication, and the ways modern technology including AI could revolutionize how organs are matched and care is delivered. Together, Hassan and Alin also discuss the crucial need for trust and transparency in the transplant process, equity in access to life-saving therapy, and the untapped potential of AI to improve not just operational efficiency but also the patient experience.

Tune in for a heartfelt, insightful discussion about hope, innovation, and the future of transplant medicine.

00:00 Sudden Heart Failure and Transplant

04:34 "The Importance of Words in Medicine"

07:38 Organ Transplant Preparation Process

11:47 Compassionate Organ Donation Process

16:14 Transplant Privacy and Information Limits

19:36 "Adapting to Changes in Healthcare"

22:09 "Learn, Earn, Return Philosophy"

26:53 Supporting Patients Beyond Medicine

27:54 "AI Companion for Organ Transplants"

31:33 Organ Donation: Trust and Understanding

34:47 "AI Ready Doctor Podcast Teaser"

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“Disclaimer: Informational only. Not medical advice. Consult your doctor for guidance.”

Welcome back to The AI-Ready Doctor! In today's episode, your host Dr. Hassan Bencheqroun is cutting through the hype to ask: Are AI-powered scribes just the latest trendy feature, or are they truly transforming the frontlines of clinical care?

With Epic, Oracle, Doximity, and more jumping into the ambient scribe arena, we dive into what it really means for a scribe to be "native" to both medicine and electronic medical records. Dr. Bencheqroun shares firsthand insights from beta-testing these tools, discussing critical questions around HIPAA compliance, usability, and real-world impact on clinicians' most precious resource, time.

Does the promise of AI scribes hold up? Will they actually cure the infamous “pajama time” or will we look back in five years and laugh at today’s bold claims? Along the way, we’ll explore how AI scribes influence resident training, the importance of AI literacy for doctors, and the ongoing balance of trust, privacy, and patient-centered care.

If you’re curious about which ambient scribe is right for you, skeptical of shiny new tech, or just trying to reclaim a little more face-time with your patients, this is one episode you don’t want to miss. Tune in as we challenge assumptions, share practical tips, and try to answer the question: Who’s really building for physicians—and who’s just playing us with the next hot gadget?

00:00 Medical Notes: Core of Clinical Practice

04:31 Medical Scribing Software Overview

07:40 Hyponatremia Algorithm Simplified

12:20 "Scribe Studies: Examining Efficacy"

17:14 "Doximity Impressions During COVID"

18:18 "Physician-Centric Scribe Development"

22:03 Human Insight vs. AI Misinterpretation

26:48 AI Note Editing Responsibility

29:45 Who Owns Patient Data?

32:26 AI-Driven Risk Prediction Benefits

35:47 "Stay Curious, Embrace AI"

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“Disclaimer: Informational only. Not medical advice. Consult your doctor for guidance.”

Welcome back to The AI-Ready Doctor, the podcast that transforms AI from an intimidating black box into a practical toolkit for researchers, clinicians, and anyone curious about the future of healthcare. In this episode, host Dr. Hassan Bencheqroun welcomes Dr. Ross Prager a respected intensivist, assistant professor, and critical care researcher known for his thought-provoking social media posts and his relentless curiosity about academia, publishing, and medical technology.

Together, they tackle some of the most pressing challenges facing academic researchers today: the tedious administrative and publishing tasks that slow down science, the rise of AI tools that promise to save researchers precious time, and the delicate balance between human intelligence and machine assistance. Dr. Prager shares the inspiration behind his own AI-powered tool, Resub, designed to take the pain out of manuscript formatting and submission, and offers candid advice about how to smartly and ethically incorporate AI into academic workflows.

From popular AI platforms like Open Evidence and Scispace, to deeper philosophical questions about AI "hallucinations" and the future of agentic or autonomous AI assistants, this conversation is packed with practical tips, honesty about academic frustrations, and a shared vision that AI can actually help researchers find joy in their work again.

Whether you’re a seasoned researcher, new to academic medicine, or just AI-curious, this episode will leave you with real insights, time-saving strategies, and a healthy dose of optimism for what’s possible when humans and AI work together.

00:00 AI Augmentation in Research Lifecycle

04:35 Research Process: From Curiosity to Publication

09:21 AI in Decision-Making and Diagnostics

11:24 Detecting Blind Spots in Research

16:00 "PDF Chat Analysis Enhancements"

18:47 AI for Structuring Research Ideas

22:00 AI Writing Plugin for Researchers

26:07 AI Integration Concerns and Benefits

30:49 AI Challenges Need for Academic Reviews

34:27 Academic Publishing & AI Ethics Issues

35:40 AI-Driven Peer Review Revolution

40:53 "Agentic AI: More Buzz Than Truth?"

44:35 Enhancing Writing with AI Tools

46:26 "AI Ready Doctor Farewell"

49:48 "Tagging on LinkedIn and X"

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“Disclaimer: Informational only. Not medical advice. Consult your doctor for guidance.”