The Digital Health Pulse

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S2E8 - 🎙️ AI in Medical Training: Revolutionizing History-Taking

Saison 2 · Épisode 8

jeudi 31 juillet 2025 • Durée 06:29

In this episode, we dive into a groundbreaking study exploring how AI, specifically a GPT model, is transforming medical education through enhanced history-taking training. Traditional methods often fall short due to scalability issues and resource intensity, but this research shines a light on the potential of simulated patient interactions to elevate the learning experience for medical students. With a significant increase in post-training assessment scores, the findings underscore the effectiveness of GPT in fostering better communication skills, clinical reasoning, and overall student satisfaction.

Join us as we unpack the study's implications for medical education and the future of AI integration in training. We’ll discuss:

The comparison between GPT-simulated interactions and traditional role-playing.
Key findings regarding student performance and satisfaction rates.
The potential for AI in enhancing self-directed learning and motivation.
Future directions for AI in educational practices.

Study Reference: (2025). Feasibility study of using GPT for history-taking training in medical education: a randomized clinical trial.. BMC Med Educ. https://doi.org/10.1186/s12909-025-07614-9

#DigitalHealthPulse #MedicalEducation #AIinHealthcare #HistoryTaking #FutureofMedicine

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S2E7 - 🎙️ AI in Healthcare Examinations: Are We Ready?

Saison 2 · Épisode 7

mardi 22 juillet 2025 • Durée 06:08

In this episode, we dive into the fascinating world of artificial intelligence in healthcare, focusing on the accuracy and capabilities of large language models (LLMs) in health care examinations.

With the growing interest in AI technologies, it’s crucial to understand their performance in real-world settings. Our analysis reveals compelling findings that could reshape how we view AI's role in healthcare.

Join us as we explore the implications of LLMs, the challenges they face, and the potential they hold for alleviating healthcare demands.

Key Discussion Points:

The accuracy of LLMs in health care examinations compared to human performance.
Insights into the effectiveness of ChatGPT in medical assessments.
The RUBRICC framework for integrating LLMs into healthcare systems.
Future prospects and ethical considerations of AI in medicine

Study Reference: (2024). The Accuracy and Capability of Artificial Intelligence Solutions in Health Care Examinations and Certificates: Systematic Review and Meta-Analysis.. J Med Internet Res. https://doi.org/10.2196/56532

#DigitalHealthPulse #AI #HealthcareInnovation #HealthTech #MedicalExams

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S1E14 - When AI Goes Rogue in Healthcare: The Truth About ‘Medical Hallucinations’

Saison 1 · Épisode 14

mercredi 26 mars 2025 • Durée 26:32

Ever wonder if AI can make up health advice out of thin air?

Join The Digital Health Pulse as we dive into the spooky world of “medical hallucinations” in large language models. Discover how these AI slip-ups can lead to dire mistakes—like wrong dosages or half-baked diagnoses—and what’s being done to keep our digital doctors honest. Perfect for anyone curious about AI’s life-changing potential…and the unexpected risks!
#digitalhealthpulse #AI #Healthcare #Innovation #MedicalTech #PodcastSource: [2503.05777] Medical Hallucinations in Foundation Models and Their Impact on Healthcare

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S1E13 - Does AI work with Older Adults? 🤖

Saison 1 · Épisode 13

jeudi 20 mars 2025 • Durée 21:52

Think older adults and AI don’t mix? Think again! On The Digital Health Pulse, we’re exploring a wave of “conversational agents” that are changing how seniors manage their health—and trust us, it’s not just about reminding them to take their pills.

From reducing loneliness to offering real-time support, these AI chatbots may soon be every grandma’s go-to helper.

🎙️Tune in to find out how this fusion of tech and wisdom might redefine aging. Perfect for medical professionals, tech enthusiasts, and anyone curious about how AI mightchange their health management.

The Digital Health Pulse🚀 Exploring the future of health.
💙 eHealth insights.
🎙️ Weekly episodes on health tech.
🔗 Listen and follow now! linktr.ee/thedigitalhealthpulse#digitalhealthpulse #AI #SeniorCare #TechRevolution #Healthcare #Innovation

Source: Sadia Azmin Anisha, Arkendu Sen, Badariah Ahmad, and Chris Bain (2025) 'Exploring Acceptance of Digital Health Technologies for Managing Non‑Communicable Diseases Among Older Adults: A Systematic Scoping Review', Journal of Medical Systems, 49(35). doi: https://doi.org/10.1007/s10916-025-02166-3

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S1E12 - Can generative AI pick up the phone and talk to patients with heart disease?

Saison 1 · Épisode 12

vendredi 14 mars 2025 • Durée 11:20

What happens when AI picks up the phone to support people with AF?

In this episode of The Digital Health Pulse, we explore a groundbreaking study that used voice-based AI to help patients manage atrial fibrillation.

You’ll hear why some felt like they were chatting with a friend, but also why personalization and flexibility matter if AI is going to help long-term.

Tune in if you’re curious about how digital health tools can empower patients—without overwhelming them! Perfect for anyone interested in healthcare innovation, AI, and the future of patient engagement.
#digitalhealthpulse #AtrialFibrillation #ConversationalAI #DigitalHealth #Innovation #PatientCare

Source: "Patient Perspectives on Conversational Artificial Intelligence for Atrial Fibrillation Self-Management: Qualitative Analysis" by Trivedi et al. (J Med Internet Res 2025;27:e64325)

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S1E11 - AI Regulation Around the World: Who’s Getting It Right?

Saison 1 · Épisode 11

lundi 3 mars 2025 • Durée 13:36

Are global AI rules finally coming together, or are we still juggling conflicting policies?

In this episode, we unpack seven major regulatory frameworks—from the EU’s strict AI Act to Singapore’s ‘light-touch’ guidelines—and reveal how they converge on ethics but differ in enforceability, definitions, and oversight.

Ever wondered why Brazil and Japan both champion human-centric AI, yet handle risk so differently? Or how businesses can navigate these global rules without drowning in compliance costs?

Join The Digital Health Pulse as we explore these questions and more. Perfect for tech enthusiasts, policymakers, and anyone curious about AI’s future in healthcare and beyond.

#digitalhealthpulse #AI #GlobalTrends #Regulations #TechInnovation #HealthTech

Blog post here:

Building Strong Foundations for Transformative AI | LinkedIn

Sources:

Brazilian AI Strategy

https://oecd.ai/en/dashboards/policy-initiatives/http:%2F%2Faipo.oecd.org%2F2021-data-policyInitiatives-27104

Japanese AI Guidelines for Business Ver 1.0 Compiled

https://www.meti.go.jp/english/press/2024/0419_002.html

Philippines AI Act

https://docs.congress.hrep.online/legisdocs/basic_19/HB07913.pdf

Singapore AI Framework

https://aiverifyfoundation.sg/wp-content/uploads/2024/06/Model-AI-Governance-Framework-for-Generative-AI-19-June-2024.pdf

USA NIST AI RMF Playbook

https://airc.nist.gov/airmf-resources/playbook/

S1E10 - Can AI Fix Your Relationship? The Shocking Truth Behind the AI Couple Therapist

Saison 1 · Épisode 10

jeudi 20 février 2025 • Durée 09:28

Wondering if a chatbot can outshine a human therapist? You won’t believe what happened when researchers asked ChatGPT to tackle real couple therapy scenarios. Spoiler alert: many people couldn’t tell if they were talking to a machine—or an experienced therapist! Even more mind-blowing? AI scored higher on empathy and positivity.
Tune in for our deep dive into:

The Turing Test twist: Can machines be therapists?
Why people trusted human-written answers—even when they were actually AI
The big debate: Is AI the future of couples counselling?

Don’t miss this rollercoaster episode that might have you questioning your next therapy appointment! #AIinTherapy #RelationshipAdvice #digitalhealthpulse

Source: When ELIZA meets therapists: A Turing test for the heart and mind | PLOS Mental Health

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S1E9 - Can AI Predict Deadly Lung Failure?

Saison 1 · Épisode 9

mercredi 12 février 2025 • Durée 11:47

Ready to see how AI is helping doctors spot a deadly condition before it spirals out of control? This week, we’re talking about acute respiratory distress syndrome (ARDS) and how AI is predicting it with up to 81% sensitivity and 88% specificity. Spoiler alert: XGBoost takes the crown with a sky-high AUC of 0.93! But it’s not all plug-and-play—finding the right AI model and data mix can be trickier than you think. In this episode:

Why ARDS is life-threatening and why timing matters
How CNNs, SVMs, and XGBoost stack up against each other
Why combining images and lab data gives AI superpowers
What’s blocking AI from the ICU (hint: data sharing & regulations)

Get a front-row seat to the future of critical care. Perfect for tech buffs, healthcare pros, and anyone who likes to see AI flex its real-world muscles.
#digitalhealthpulse

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S1E8 - Can AI Predict PTSD Before It Strikes?

Saison 1 · Épisode 8

mardi 28 janvier 2025 • Durée 12:04

Post-traumatic stress disorder affects millions worldwide, yet early diagnosis remains a massive challenge. Could machine learning be the key to transforming PTSD prediction and prevention?

In this episode, we explore:

How AI models, especially tree-based algorithms, are reshaping PTSD prediction. The promise and pitfalls of relying on machine learning for mental health. Why external validation is the missing puzzle piece in PTSD research.

If you're a tech enthusiast, mental health advocate, or just curious about the intersection of AI and human emotions, this one’s for you.

🎧 Listen now: linktr.ee/thedigitalhealthpulse
#HealthTech #AIinMentalHealth #DigitalHealthPulse #PTSD #MachineLearning

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S1E7 - Can AI Predict Stroke Risks Before They Happen?

Saison 1 · Épisode 7

jeudi 23 janvier 2025 • Durée 18:04

What if AI could predict life-threatening complications before they occur? This week, we explore how machine learning is shaking up the medical world with its ability to predict delayed cerebral ischemia (DCI) in patients suffering from subarachnoid hemorrhage (SAH).

🌟 Highlights of this episode:

The game-changing potential of ML in early stroke prediction
Why prediction sensitivity still has a long way to go
Breaking down the most promising models (spoiler: XGBoost takes the crown 🏆)
The delicate balance between model accuracy and interpretability
What’s next for AI-powered healthcare?

Join us as we uncover the cutting-edge developments in stroke prevention and the challenges that lie ahead. Perfect for tech enthusiasts, healthcare pros, and curious minds!

🎧 Listen now: linktr.ee/thedigitalhealthpulse
#HealthTech #AIinHealthcare #DigitalHealthPulse #StrokePrevention #MachineLearning

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