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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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Terminology and Definitions of Racial Health Equity in Prominent Health Websites: Systematic Review
The recent call for advancing racial equity by the White House [7,8] has increased initiatives addressing inequities.
Subsequently, there has been a significant rise in the use of “health equity/equities” terminology across health websites [9] and academic literature [10,11].
J Med Internet Res 2025;27:e64868
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Collection and Analysis of Repeated Speech Samples: Methodological Framework and Example Protocol
All pictures are black and white designs, depicting a simple story situation with a central focus and interacting elements. Typically used in speech assessment in neurodegenerative disorders, for example, Alzheimer disease, to investigate cognitive characteristics via the linguistic content of an individual’s speech [32], picture descriptions also have value in paralinguistic analysis [61].
JMIR Res Protoc 2025;14:e69431
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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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Acceptance, which is something I’ve worked really hard on because I’ve been a bit black or white.” [Patient 5]
“I personally would have had a more difficult time if [I] met the patients face-to-face in this type of treatment without any support... Having a treatment program that you follow, I feel that the knowledge I have [then] about chronic pain is good enough.”
JMIR Form Res 2025;9:e74064
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