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Excerpt from the annotation guide with some of the expressions used to label the dataset (English translation is included to facilitate reading).
a ICC: insuficiencia cardiaca congestiva.
b FEVI: fracción de eyección del ventrículo izquierdo.
c IC: insuficiencia cardiaca.
d FE: fracción de eyección.
e CF: clase funcional.
f EAP: edema agudo pulmonar.
g NYHA: New York Heart Association.
h CHF: congestive heart failure.
i LVEF: left ventricular ejection fraction.
j HF: heart failure.
k EF: ejection fraction.
l APE: acute
J Med Internet Res 2025;27:e76433
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Following annotation, the clinical notes underwent various preprocessing steps, including de-identification, segmentation, and cleaning [21]. The specific techniques used in preprocessing, which address the unique challenges posed by the clinical notes’ formatting, are outlined in Table 1. Detailed information about the segmentation process is provided in Tables S1 and S2 in Multimedia Appendix 1. This detailed account ensures the data are optimally prepared for the subsequent analytical phases.
JMIR Med Inform 2025;13:e66973
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Additionally, personally identifiable information is anonymized or de-identified wherever possible to safeguard participant privacy. Each eligible participant will receive compensation of approximately HK$ 190 (US $25) for their participation in the study.
Participants will be randomized after the baseline assessment using computer-generated block randomization with a 1:1 allocation ratio within pre-established blocks of 90 participants.
JMIR Res Protoc 2025;14:e64518
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To Sleep, a 6-week self-directed web version of CBTi [16] previously developed by Dr Michelle Drerup that has enrolled over 1500 patients with insomnia. Cecebot was developed with an iterative design process that involved recruiting individuals who have survived BC and conducting multiple rounds of interviews and user testing to tailor the intervention for this population.
JMIR Res Protoc 2025;14:e62712
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Bringing Executive Function Testing Online: Assessment Validation Study
JMIR Form Res 2025;9:e75687
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The experimental procedures for this analysis will follow those described in the work by De Favari Signini et al [34] and Castro et al [35].
To ensure the quality of the electrocardiogram (ECG) signal collection, the recommendations suggested by Catai et al [36] will be followed.
JMIR Res Protoc 2025;14:e71829
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Gender Equality Training for Students in Higher Education: Scoping Review
De Villers et al [39] noted that student leaders who volunteer may have leadership value systems and may not reflect the student body. Abrams et al [31] indicated plans to embed their program in the engineering curriculum and participants would be recruited as future teaching assistants to enhance sustainability.
JMIR Med Educ 2025;11:e60061
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