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Their method outperformed 3 baseline approaches, namely frequency-based, graph-based, and K-means centroid-based extractive summarization, demonstrating better content preservation and semantic alignment with the original notes.
In the study by Alsentzer and Kim [38], they explored extractive summarization of discharge notes from the MIMIC-III database.
JMIR Med Inform 2025;13:e66476
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For this study, we extracted data from these reports, including the proportion of influenza-like illness (ILI) consultations from outpatient surveillance and the proportion of respiratory specimens testing positive for influenza virus (by subtype) and RSV from virologic surveillance coordinated through the Korea Respiratory Virus Integrated Surveillance System (K-RISS), to estimate weekly influenza and RSV activity.
JMIR Public Health Surveill 2025;11:e68058
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Terminology and Definitions of Racial Health Equity in Prominent Health Websites: Systematic Review
J Med Internet Res 2025;27:e64868
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Breath-Focused Mindfulness and Compassion Training in Parent-Child Dyads: Pilot Intervention Study
JMIR Form Res 2025;9:e69607
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