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Machine Learning in Medical Devices: Promise, Pitfalls, and the Road Ahead
MedTechmachine learningmedical devices

Machine Learning in Medical Devices: Promise, Pitfalls, and the Road Ahead

By MedXY|Jul 29, 2026

Machine learning is transforming medical devices but faces challenges like shortcut learning and automation bias. Edge AI and evolving regulation aim to balance innovation with safety.

Philips Recoups €186M in Tariff Refunds Amid Q2 Cost Pressures and China Market Shifts
MedTechPhilipsmedical devices

Philips Recoups €186M in Tariff Refunds Amid Q2 Cost Pressures and China Market Shifts

By MedXY|Jul 29, 2026

Philips recovered €186 million in U.S. tariff refunds during Q2 2025, while grappling with cost inflation, China headwinds, and currency effects. Strong demand in North America and Europe and emerging opportunities in India were highlighted.

Novel Handheld Device More Than Doubles Success Rates of Valsalva Maneuver in Supraventricular Tachycardia: A Randomized Clinical Trial
CardiologyCardiologymedical devices

Novel Handheld Device More Than Doubles Success Rates of Valsalva Maneuver in Supraventricular Tachycardia: A Randomized Clinical Trial

By MedXY|Mar 11, 2026

A randomized clinical trial published in JAMA Cardiology demonstrates that a handheld Valsalva assist device significantly improves sinus rhythm restoration in SVT patients, achieving a 63.2% success rate compared to just 29.2% with standar

Novel Handheld Assist Device Quadruples Success Rates of Valsalva Maneuver in Supraventricular Tachycardia
Cardiologymedical devicesValsalva Maneuver

Novel Handheld Assist Device Quadruples Success Rates of Valsalva Maneuver in Supraventricular Tachycardia

By MedXY|Feb 21, 2026

A randomized clinical trial demonstrates that a handheld Valsalva assist device significantly improves sinus rhythm restoration in SVT patients compared to the standard maneuver, achieving a 63.2% success rate versus 29.2% in a clinical set

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