Imaging Informatics Unplugged

In this episode of Imaging Informatics Unplugged, we’re joined by Ameena Elahi, Director of Informatics Operations at RAD-AID and Associate Director of AI Initiatives at Penn Medicine.

We explore what it really takes to implement imaging informatics, PACS systems, and AI tools in low- and middle-income countries (LMICs) — from infrastructure and training to ethical deployment and long-term sustainability.

Whether you work in global health, radiology, or clinical informatics, this conversation offers fresh insights into the real-world challenges and meaningful solutions behind global imaging access.

💬 Topics Covered:

• How RAD-AID builds imaging capacity in LMICs

• Deploying PACS and AI in low-resource settings

• Infrastructure gaps and connectivity barriers

• Ethics and explainability in global AI tools

• Clinical training and partnerships for long-term success

• Ameena’s journey in health tech and equity-focused innovation

🎧 Listen on Spotify:

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🔗 Connect with Ameena Elahi: https://www.linkedin.com/in/ameenaelahi

🌍 Learn more about RAD-AID: https://rad-aid.org

🤝 Interested in volunteering with RAD-AID?

Learn more here: https://rad-aid.org/about-us/volunteering/

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With the rise of Machine Learning (ML) in Medical Imaging, training AI models requires real-world data—but how do we ensure Protected Health Information (PHI) stays private?

In this episode of Imaging Informatics Unplugged, we sit down with Luke Bideaux, BSRT, RT (R), CIIP, President & CEO of Vega Imaging Informatics, to break down:

✅ The challenges of de-identifying medical imaging data

✅ Why DICOM metadata & pixel data need special handling

✅ The best tools & techniques for PHI protection

✅ When re-identification is necessary

🎙 About Our Guest:

Luke Bideaux has worked in leadership roles at multiple imaging vendors & provider-based organizations in the U.S. He’s a published author, industry advocate, and expert in imaging informatics, interoperability, & data privacy. He trained in radiography at Mayo Clinic (Rochester, MN) and holds certifications from ARRT & ABII.

🔗 Connect with Luke & Vega Informatics:

🌐 Website: https://vegainformatics.com

📢 LinkedIn:https://linkedin.com/in/lukebideaux

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📚 Expand Your Knowledge on Imaging Informatics

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In this episode of Imaging Informatics Unplugged, hosts sit down with Nikki Fennell and Chuck Socia to dive into the Certified Imaging Informatics Professional (CIIP) designation.

They explore the value of certification, the qualifications needed to take the exam, effective study strategies, and how CIIP certification can accelerate career growth. The discussion highlights how certification validates expertise in imaging informatics and its role in the evolving landscape of the profession.

🔗 Learn More: For more information on imaging informatics and to expand your knowledge, visit www.nagelsconsulting.com and explore our courses: https://learn.nagelsconsulting.com/

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How is AI transforming medical imaging? And more importantly, how do we integrate AI into workflows while maintaining interoperability and efficiency?

In this episode of Imaging Informatics Unplugged, Herman Oosterwijk, a globally recognized expert in DICOM, PACS, HL7, and imaging informatics, joins us to discuss:

✅ Front-End vs. Back-End AI – What's the difference & why does it matter?

✅ How AI is reshaping radiology – From image enhancement to automated reporting

✅ RSNA 2024 Recap – Key AI trends & Herman's insights on the industry's future

✅ Overcoming AI adoption challenges – Governance, data diversity & integration friction

✅ Zero-Click AI & workflow automation – Making AI seamless for radiologists.

With decades of experience training thousands of professionals across 20+ countries, Herman brings an unmatched perspective on how AI is impacting medical imaging and what’s next.

🎙 Guest: Herman Oosterwijk

🔗 Connect with Herman: https://www.linkedin.com/in/hermanoosterwijk/

Mistakes Are Very Different from Human Mistakes: https://www.schneier.com/blog/archives/2025/01/ai-mistakes-are-very-different-from-human-mistakes.html

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AI is transforming medical imaging, and 16-Bit is at the forefront of predictive care innovation. In this episode, we explore how AI-driven tools are reshaping osteoporosis screening, the challenges of entrepreneurship in healthcare, and the complexities of regulatory approval.

AI in Medical Imaging: Transforming Healthcare & Startup Lessons

🔍 Topics Covered:

✅ AI’s role in predictive medical imaging

✅ How 16-Bit is improving osteoporosis screening with existing X-ray data

✅ The highs and lows of the startup journey

✅ Navigating regulatory hurdles for medical AI tools

✅ The importance of team culture and strong advisory networks

💬 Key Takeaways:

🔹 AI is making predictive care more attainable

🔹 Entrepreneurship requires a mix of optimism and practicality

🔹 Regulatory approvals can be complex but crucial for success

🔹 The right advisors can accelerate approval processes

🔹 Cultural fit within a team can amplify long-term success

🔗 Learn More: For more information on imaging informatics and to expand your knowledge, visit www.nagelsconsulting.com

and explore our courses:

https://learn.nagelsconsulting.com

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In this conversation, Alex Goel, founder of Topology https://topology.health

Discusses the evolution and impact of FHIR™ on healthcare data exchange. He shares insights from his extensive experience with healthcare standards, the challenges of integrating new technologies, and the importance of high-quality data in leveraging AI tools.

The discussion also touches on the hybrid nature of current healthcare systems, where legacy HL7 standards coexist with modern FHIR™ implementations and the future of interoperability.

Learn More: For more information on imaging informatics and to expand your knowledge,

visit www.nagelsconsulting.com

and explore our courses: https://learn.nagelsconsulting.com/courses

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In this conversation, Mohannad shares his journey from working in a corporate environment to becoming an independent consultant in medical imaging. He discusses the motivations behind his transition, the challenges he faced in establishing his own business, and the importance of networking and community support.

Mohannad reflects on the unexpected realities of self-employment, including the increased workload and the satisfaction of seeing the direct results of his efforts. He also touches on the balance between his passion for coding and the demands of consulting work.

Learn More: For more information on imaging informatics and to expand your knowledge, visit www.nagelsconsulting.com and explore our courses: https://learn.nagelsconsulting.com/courses

Don’t forget to like, subscribe, to stay updated with the latest in medical imaging informatics!

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Point of Care Ultrasound (POCUS) is revolutionizing healthcare by giving clinicians real-time insights right at the bedside. But with great power comes great responsibility — implementing POCUS properly can be challenging, and governance is essential to success.

In this episode of Imaging Informatics Unplugged, we sit down with Allan Bottemiller, a leading medical imaging and informatics expert. Allan has been at the forefront of POCUS integration, chairing a joint working group within the HIMSS/SIIM Enterprise Imaging Working Group in collaboration with AIUM.

We discuss the critical governance considerations for POCUS, practical tips for deployment, and why POCUS is being called the 21st-century stethoscope.📌

Key Topics Covered:

✅ The rise of POCUS as an essential diagnostic tool

✅ Governance challenges and practical deployment tips

✅ Insights from the latest white paper on POCUS governance

✅ Real-world applications and how to avoid common pitfalls

✅ Why effective POCUS integration is critical for patient care⸻

📝 Referenced Paper: Governance Considerations for Point of Care Ultrasound: pubmed.ncbi.nlm.nih.gov/39753828/

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