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Deep Learning in Otolaryngology: Promises, Performance, and Pathways to Clinical Use
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Deep Learning in Otolaryngology: Promises, Performance, and Pathways to Clinical Use

By MedXY|Nov 19, 2025

This critical synthesis of a 2020–2025 narrative review (327 DL studies) evaluates deep learning (DL) applications across diagnosis, prognosis, segmentation, and emerging intraoperative uses in otolaryngology and outlines practical steps fo

Genomic Newborn Screening Is Feasible, Highly Acceptable and Clinically Actionable: Lessons from the BabyScreen+ Cohort
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Genomic Newborn Screening Is Feasible, Highly Acceptable and Clinically Actionable: Lessons from the BabyScreen+ Cohort

By MedXY|Nov 12, 2025

BabyScreen+ shows clinically accredited whole‑genome sequencing from dried blood spots can be integrated into newborn screening at scale: 1.6% of 1,000 babies had high‑chance actionable findings, median return 13 days, strong parental accep

National Scale-up of the CRADLE Vital Signs Alert in Sierra Leone Improved Detection but Did Not Reduce Maternal or Perinatal Adverse Outcomes
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National Scale-up of the CRADLE Vital Signs Alert in Sierra Leone Improved Detection but Did Not Reduce Maternal or Perinatal Adverse Outcomes

By MedXY|Nov 7, 2025

A pragmatic stepped‑wedge trial of the CRADLE device and training in Sierra Leone increased vital‑sign measurement and accuracy but did not lower a composite of eclampsia, emergency hysterectomy, maternal death, or stillbirth; systemic barr

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