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Certification is seen as the end point for AI medical devices.Post-market reality tells a different story.AI systems evo...
27/04/2026

Certification is seen as the end point for AI medical devices.
Post-market reality tells a different story.

AI systems evolve once deployed in real clinical environments.
Performance shifts, data patterns change, and new risks appear over time.

These 5 realities highlight what happens after approval in AI post-market surveillance.

โ€ข Continuous ๐—บ๐—ผ๐—ป๐—ถ๐˜๐—ผ๐—ฟ๐—ถ๐—ป๐—ด ๐—ฏ๐—ฒ๐—ฐ๐—ผ๐—บ๐—ฒ๐˜€ ๐—ฒ๐˜€๐˜€๐—ฒ๐—ป๐˜๐—ถ๐—ฎ๐—น
โ€ข ๐— ๐—ผ๐—ฑ๐—ฒ๐—น ๐—ฑ๐—ฟ๐—ถ๐—ณ๐˜ must be anticipated
โ€ข Regulatory changes can be triggered by ๐˜€๐—บ๐—ฎ๐—น๐—น ๐˜‚๐—ฝ๐—ฑ๐—ฎ๐˜๐—ฒ๐˜€
โ€ข Real-world evidence is required to confirm ๐—ฝ๐—ฒ๐—ฟ๐—ณ๐—ผ๐—ฟ๐—บ๐—ฎ๐—ป๐—ฐ๐—ฒ ๐—ผ๐˜ƒ๐—ฒ๐—ฟ ๐˜๐—ถ๐—บ๐—ฒ

Post-market surveillance defines whether an AI medical device remains safe and effective in practice.

When you launch a Class III device without a PMA. ๐Ÿ˜…
22/04/2026

When you launch a Class III device without a PMA. ๐Ÿ˜…

๐— ๐—ผ๐˜€๐˜ ๐—ฎ๐˜‚๐—ฑ๐—ถ๐˜ ๐—ณ๐—ถ๐—ป๐—ฑ๐—ถ๐—ป๐—ด๐˜€ ๐—ฎ๐—ฟ๐—ฒ ๐—ป๐—ผ๐˜ ๐—ฐ๐—ฎ๐˜‚๐˜€๐—ฒ๐—ฑ ๐—ฏ๐˜† ๐—บ๐—ถ๐˜€๐˜€๐—ถ๐—ป๐—ด ๐—ฑ๐—ผ๐—ฐ๐˜‚๐—บ๐—ฒ๐—ป๐˜๐˜€.They come from ๐—ฝ๐—ฟ๐—ผ๐—ฐ๐—ฒ๐˜€๐˜€๐—ฒ๐˜€ ๐˜๐—ต๐—ฎ๐˜ ๐˜„๐—ฒ๐—ฟ๐—ฒ ๐—ป๐—ฒ๐˜ƒ๐—ฒ๐—ฟ ๐—ฝ๐—ฟ๐—ผ๐—ฝ๐—ฒ๐—ฟ๐—น๐˜† ๐˜ƒ๐—ฎ๐—น๐—ถ๐—ฑ๐—ฎ๐˜๐—ฒ๐—ฑ.In m...
13/04/2026

๐— ๐—ผ๐˜€๐˜ ๐—ฎ๐˜‚๐—ฑ๐—ถ๐˜ ๐—ณ๐—ถ๐—ป๐—ฑ๐—ถ๐—ป๐—ด๐˜€ ๐—ฎ๐—ฟ๐—ฒ ๐—ป๐—ผ๐˜ ๐—ฐ๐—ฎ๐˜‚๐˜€๐—ฒ๐—ฑ ๐—ฏ๐˜† ๐—บ๐—ถ๐˜€๐˜€๐—ถ๐—ป๐—ด ๐—ฑ๐—ผ๐—ฐ๐˜‚๐—บ๐—ฒ๐—ป๐˜๐˜€.
They come from ๐—ฝ๐—ฟ๐—ผ๐—ฐ๐—ฒ๐˜€๐˜€๐—ฒ๐˜€ ๐˜๐—ต๐—ฎ๐˜ ๐˜„๐—ฒ๐—ฟ๐—ฒ ๐—ป๐—ฒ๐˜ƒ๐—ฒ๐—ฟ ๐—ฝ๐—ฟ๐—ผ๐—ฝ๐—ฒ๐—ฟ๐—น๐˜† ๐˜ƒ๐—ฎ๐—น๐—ถ๐—ฑ๐—ฎ๐˜๐—ฒ๐—ฑ.

In medical device manufacturing, ๐—ฝ๐—ฟ๐—ผ๐—ฐ๐—ฒ๐˜€๐˜€ ๐˜ƒ๐—ฎ๐—น๐—ถ๐—ฑ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—ถ๐˜€ ๐—ป๐—ผ๐˜ ๐—ฎ ๐—ผ๐—ป๐—ฒ-๐˜๐—ถ๐—บ๐—ฒ ๐—ฎ๐—ฐ๐˜๐—ถ๐˜ƒ๐—ถ๐˜๐˜†.
It is a ๐—น๐—ถ๐—ณ๐—ฒ๐—ฐ๐˜†๐—ฐ๐—น๐—ฒ ๐—ฎ๐—ฝ๐—ฝ๐—ฟ๐—ผ๐—ฎ๐—ฐ๐—ต to ensure your process consistently delivers results you cannot fully verify later.

๐—ฆ๐—ผ ๐˜„๐—ต๐—ฒ๐—ป ๐—ถ๐˜€ ๐—ฝ๐—ฟ๐—ผ๐—ฐ๐—ฒ๐˜€๐˜€ ๐˜ƒ๐—ฎ๐—น๐—ถ๐—ฑ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—ฎ๐—ฐ๐˜๐˜‚๐—ฎ๐—น๐—น๐˜† ๐—ฟ๐—ฒ๐—พ๐˜‚๐—ถ๐—ฟ๐—ฒ๐—ฑ?

Many teams only focus on production setup.
But several key situations should always trigger a review:

โ€ข New manufacturing process introduced
โ€ข Equipment or production location changes
โ€ข Design or material modifications
โ€ข Planned revalidation based on risk

Missing one of these can lead to ๐—ฎ๐˜‚๐—ฑ๐—ถ๐˜ ๐—ณ๐—ถ๐—ป๐—ฑ๐—ถ๐—ป๐—ด๐˜€ ๐—ผ๐—ฟ ๐—ฝ๐—ผ๐˜€๐˜-๐—บ๐—ฎ๐—ฟ๐—ธ๐—ฒ๐˜ ๐—ฐ๐—ผ๐—ฟ๐—ฟ๐—ฒ๐—ฐ๐˜๐—ถ๐—ผ๐—ป๐˜€.

The principle is simple.
๐——๐—ผ ๐—ป๐—ผ๐˜ ๐˜๐—ฟ๐—ฒ๐—ฎ๐˜ ๐˜ƒ๐—ฎ๐—น๐—ถ๐—ฑ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—ฎ๐˜€ ๐—ฎ ๐—ฐ๐—ต๐—ฒ๐—ฐ๐—ธ๐—ฏ๐—ผ๐˜….
Treat it as a ๐—ฐ๐—ผ๐—ฟ๐—ฒ ๐—ฝ๐—ฎ๐—ฟ๐˜ ๐—ผ๐—ณ ๐—ฟ๐—ถ๐˜€๐—ธ ๐—ฐ๐—ผ๐—ป๐˜๐—ฟ๐—ผ๐—น.

๐— ๐—ฎ๐—ธ๐—ฒ ๐—ฟ๐—ฒ๐—ด๐˜‚๐—น๐—ฎ๐˜๐—ผ๐—ฟ๐˜† ๐—ฐ๐—ผ๐—บ๐—ฝ๐—น๐—ถ๐—ฎ๐—ป๐—ฐ๐—ฒ ๐˜€๐—ถ๐—บ๐—ฝ๐—น๐—ฒExpert guidance and practical tools to help you:  โ€ข Bring your medical device to market...
09/04/2026

๐— ๐—ฎ๐—ธ๐—ฒ ๐—ฟ๐—ฒ๐—ด๐˜‚๐—น๐—ฎ๐˜๐—ผ๐—ฟ๐˜† ๐—ฐ๐—ผ๐—บ๐—ฝ๐—น๐—ถ๐—ฎ๐—ป๐—ฐ๐—ฒ ๐˜€๐—ถ๐—บ๐—ฝ๐—น๐—ฒ

Expert guidance and practical tools to help you:

โ€ข Bring your medical device to market faster
โ€ข Stay audit-ready at all times
โ€ข Reduce delays from complex regulations

Because navigating medical regulations shouldnโ€™t be complicated.

Get your device market-ready faster โ†’ https://easymedicaldevice.com/?utm_source=linkedin&utm_medium=post&utm_campaign=regulatory_post

When your โ€œtiny improvementโ€ becomes a significant change under MDRโ€ฆ ๐Ÿ˜ฟTag someone who thought their โ€œtiny improvementโ€ w...
08/04/2026

When your โ€œtiny improvementโ€ becomes a significant change under MDRโ€ฆ ๐Ÿ˜ฟ

Tag someone who thought their โ€œtiny improvementโ€ wouldnโ€™t trigger six months of paperwork! ๐Ÿคฃ

๐—–๐˜†๐—ฏ๐—ฒ๐—ฟ๐˜€๐—ฒ๐—ฐ๐˜‚๐—ฟ๐—ถ๐˜๐˜† ๐—ถ๐˜€ ๐—ฝ๐—ฎ๐—ฟ๐˜ ๐—ผ๐—ณ ๐˜†๐—ผ๐˜‚๐—ฟ ๐—ค๐— ๐—ฆThe FDAโ€™s 2026 guidance makes it clear. Security risk assessments must be fully integra...
06/04/2026

๐—–๐˜†๐—ฏ๐—ฒ๐—ฟ๐˜€๐—ฒ๐—ฐ๐˜‚๐—ฟ๐—ถ๐˜๐˜† ๐—ถ๐˜€ ๐—ฝ๐—ฎ๐—ฟ๐˜ ๐—ผ๐—ณ ๐˜†๐—ผ๐˜‚๐—ฟ ๐—ค๐— ๐—ฆ

The FDAโ€™s 2026 guidance makes it clear. Security risk assessments must be fully integrated with your medical device quality system.

โ€ข Start early with threat models during design inputs
โ€ข Track continuously by monitoring vulnerabilities, patch speed, and exploitability
โ€ข Manage end-to-end from development to decommissioning

Make cybersecurity a core part of your process from day one.

02/04/2026

Join us this Thursday to OPEN the Medtech Open Office, where Monir El Azzouzi and Adam Isaacs Rae will answer your questions and also share some anecdotes.

This is just a nice hour where we will relax and have maybe a virtual coffee. So don't hesitate to join and share your stories.

๏ฟฝ New to streaming or looking to level up? Check out StreamYard and get $10 discount! ๏ฟฝ

When your SaaS platform says 'weโ€™re agile and ready for market'โ€ฆ and SaMD regulations give you that look ๐Ÿ˜Navigating thi...
01/04/2026

When your SaaS platform says 'weโ€™re agile and ready for market'โ€ฆ and SaMD regulations give you that look ๐Ÿ˜

Navigating this? We make compliance simpler.

The next version of IEC 60601-1 is not just an updateโ€ฆ itโ€™s a major shift.The 4th edition will change how requirements a...
30/03/2026

The next version of IEC 60601-1 is not just an updateโ€ฆ itโ€™s a major shift.

The 4th edition will change how requirements are written, understood, and applied.
Weโ€™re moving from long, complex paragraphs to simple, structured rules that are easier to use and test.

At the same time, topics like AI and cybersecurity are becoming essential.
They will directly impact how safety and performance are evaluated.

For manufacturers, this means one thing: preparation is key.
Expect updates in documentation, testing, and overall quality processes.

The earlier you start understanding these changes, the easier the transition will be.

Everyoneโ€™s celebrating the new device launchโ€ฆ but someoneโ€™s already thinking about the paperwork. ๐Ÿ˜…
25/03/2026

Everyoneโ€™s celebrating the new device launchโ€ฆ but someoneโ€™s already thinking about the paperwork. ๐Ÿ˜…

๐——๐—ฒ๐—ฎ๐—ฑ๐—น๐—ถ๐—ป๐—ฒ ๐—ฌ๐—ผ๐˜‚ ๐—–๐—ฎ๐—ปโ€™๐˜ ๐—œ๐—ด๐—ป๐—ผ๐—ฟ๐—ฒ: ๐— ๐—ฎ๐˜† ๐Ÿฎ๐Ÿด, ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐ŸฒUDAMED becomes mandatory for all medical device stakeholders.๐—ช๐—ต๐—ฎ๐˜ ๐—ถ๐˜€ ๐—จ๐——๐—”๐— ๐—˜๐——?It is...
24/03/2026

๐——๐—ฒ๐—ฎ๐—ฑ๐—น๐—ถ๐—ป๐—ฒ ๐—ฌ๐—ผ๐˜‚ ๐—–๐—ฎ๐—ปโ€™๐˜ ๐—œ๐—ด๐—ป๐—ผ๐—ฟ๐—ฒ: ๐— ๐—ฎ๐˜† ๐Ÿฎ๐Ÿด, ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฒ

UDAMED becomes mandatory for all medical device stakeholders.

๐—ช๐—ต๐—ฎ๐˜ ๐—ถ๐˜€ ๐—จ๐——๐—”๐— ๐—˜๐——?

It is not just a database. UDAMED is a central regulatory hub connecting:

โ€ข Manufacturers to streamline device registration
โ€ข Notified Bodies to access consistent, real-time data
โ€ข Importers and Authorized Representatives to ensure compliance and traceability
โ€ข Regulators to monitor safety and performance efficiently
โ€ข The public to access trustworthy device information

๐—›๐—ผ๐˜„ ๐˜๐—ผ ๐—ฃ๐—ฟ๐—ฒ๐—ฝ๐—ฎ๐—ฟ๐—ฒ ?

โ€ข Check your UDAMED account readiness and ensure all devices are registered
โ€ข Update your technical documentation so it is accurate and complete
โ€ข Coordinate with your Authorized Representative to share data and reports
โ€ข Train your team to understand the UDAMED workflow
โ€ข Monitor updates to stay aligned with regulatory guidance

UDAMED is not optional. It is your regulatory lifeline for compliance, transparency, and patient safety.

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