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Exploring the Applications of Explainability in Wearable Data Analytics: Systematic Literature Review.
J Med Internet Res
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College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar.
Background: Wearable technologies have become increasingly prominent in health care. However, intricate machine learning and deep learning algorithms often lead to the development of "black box" models, which lack transparency and comprehensibility for medical professionals and end users. In this context, the integration of explainable artificial intelligence (XAI) has emerged as a crucial solution.
View Article and Find Full Text PDFDeterminants of Liraglutide Treatment Discontinuation in Type 1 Diabetes: A Post Hoc Analysis of ADJUNCT ONE and ADJUNCT TWO Randomized Placebo-Controlled Clinical Studies.
J Diabetes Sci Technol
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Clinical Diabetes, Appetite and Metabolism Laboratory, Garvan Institute of Medical Research, Sydney, NSW, Australia.
Introduction: Two phase 3 randomized controlled studies (ADJUNCT ONE (Clinicaltrials.gov: NCT01836523), ADJUNCT TWO (Clinicaltrials.gov: NCT02098395)) evaluated liraglutide (1.
View Article and Find Full Text PDFKeyboarding Instruction for a Japanese Child With Attention Deficit Hyperactivity Disorder and Dysgraphia Reduced Frustration in Handwriting: A Case Report.
Cureus
November 2024
Department of Speech-Language Pathology and Audiology, Faculty of Rehabilitation, Kawasaki University of Medical Welfare, Kurashiki, JPN.
Dysgraphia often goes unnoticed in schools, leading to delayed academic development and diminished self-esteem for affected students. This case report provides keyboarding instruction to a nine-year-old Japanese boy diagnosed with dysgraphia and observes its impact on his writing performance, including speed, accuracy, and composition, and mental burden. The patient was diagnosed with dysgraphia and refusal to write at school.
View Article and Find Full Text PDFUpper airway collapsibility during rapid eye movement sleep tracks the response to upper airway surgery for obstructive sleep apnea.
Clin Exp Otorhinolaryngol
December 2024
Department of Public Health, China Medical University, Taichung, Taiwan.
Objectives: Endotype-based intervention has shown promise in treatment for patients with obstructive sleep apnea, and upper airway surgery is an important therapeutic option. However, the response to surgery varies among patients with obstructive sleep apnea. This study aims to examine changes in endotypic traits following upper airway surgery and their association with surgical outcome.
View Article and Find Full Text PDFNeural encoding of semantic structures during sentence production.
Cereb Cortex
December 2024
Max Planck Institute for Psycholinguistics, Wundtlaan 1, Nijmegen 6525XD, The Netherlands.
The neural representations for compositional processing have so far been mostly studied during sentence comprehension. In an fMRI study of sentence production, we investigated the brain representations for compositional processing during speaking. We used a rapid serial visual presentation sentence recall paradigm to elicit sentence production from the conceptual memory of an event.
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