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Author

Sara Retal

2 papers indexed here

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Conference Sep 2026

Deep Learning for Non-Invasive Obstructive Sleep Apnea Screening in Children: A Systematic Comparison of Seven Architectures

Overnight polysomnography remains the diagnostic gold standard for pediatric obstructive sleep apnea, yet is widely inaccessible due to cost and infrastructure constraints. This study benchmarks seven deep learning architectures on the Cleveland Children's Sleep and Health Study cohort of 517 children, using 59 non-inv...

Soulaimane Bahi, M. Youssfi, Abdelmajid Bousselham et al. · 0 citations
#small language model Review Sep 2026

FHIR as an interoperability enabler for clinical applications: a narrative review of implementations, impacts, and future challenges.

FHIR has successfully catalyzed widespread technical innovation and serves as the foundation for advanced clinical applications, however, a significant translational gap persists and future efforts should expand beyond technical development.

Wafae Abbaoui, S. Ziti, Sara Retal · 0 citations

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