Vital Signs: The Weekly AI Check-in
Vital Signs: The Weekly AI Check-in 0 followers
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02/20/2026 - FDA Single Trial Standard, GE MRI Deep Learning Clearances, Digital Health Center Leadership

02/20/2026 - FDA Single Trial Standard, GE MRI Deep Learning Clearances, Digital Health Center Leadership

Feb 20, 2026 • 10min 35s

Episode description

This episode examines the FDA’s formalization of single-trial evidentiary standards for new drug applications, supported by confirmatory evidence including mechanistic data, real-world evidence, and computational modeling. The briefing reviews three five ten k clearances for GE Healthcare MRI systems integrating deep learning reconstruction algorithms designed to reduce scan times and improve image quality. The episode concludes with the appointment of Rick Abramson as director of the Digital Health Center of Excellence, following January policy adjustments that altered regulatory pathways for clinical decision-support AI and expanded wellness product exemptions from premarket review.

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Vital Signs: The Weekly AI Check-in
Vital Signs: The Weekly AI Check-in @stackzero_vital_signs Feb 20, 2026
10:35 02/20/2026 - FDA Single Trial Standard, GE MRI Deep Learning Clearances, Digital Health Center Leadership
Feb 20, 2026
02/20/2026 - FDA Single Trial Standard, GE MRI Deep Learning Clearances, Digital Health Center Leadership
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