Publications by authors named "N Hirota"

Introduction: We evaluated the efficacy and safety of brexpiprazole for the treatment of agitation in Alzheimer's dementia (AAD) in Japanese patients.

Methods: This was a phase 2/3 multicenter, randomized, double-blind, placebo-controlled, parallel-group study. Patients with AAD were randomized to receive brexpiprazole 1 mg/day or 2 mg/day, or placebo (3:4:4) for 10 weeks.

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Pericardial effusion (PE) presentation varies from an incidental finding to a life-threatening situation; thus, its etiology and clinical course remain unknown. The aim of the present study was to retrospectively investigate these factors.We analyzed 171 patients (0.

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A 76-item food frequency questionnaire (FFQ) was developed to investigate nutritional epidemiology in urban residents in Japan. The authors prepared two food models-a life-size three-dimensional model and a life-size two-dimensional photograph-to assess the FFQ portion size. The validity of the FFQ was verified using the two food models by comparing them with 16-d weighted dietary records (WDRs).

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  • A study examined the effectiveness of convolutional neural networks (CNNs) integrated with electrocardiograms (ECGs) for identifying hypertrophic cardiomyopathy (HCM) and dilated HCM (dHCM) in a large patient dataset (19,170 total, with 140 HCM/dHCM cases).
  • The analysis focused on two diagnostic models—one for overall disease detection and another that considered different disease subtypes—showing that while overall sensitivity started at 76%, it reached 100% when specific conditions were met (diagnostic probability ≥ 0.9 and left ventricular hypertrophy present).
  • The research concluded that while initial detection rates of HCM or dHCM using CNNs in
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  • * The CNN model achieved a high area under the curve (AUC) score of 0.936 for AD detection with eight-lead ECGs but had a low overall positive predictive rate (PPR) of 7%. However, the PPR improved significantly to 35% for patients with high D-dimer levels and a history of hypertension.
  • * The single-lead V1 ECG also demonstrated strong performance, with an A
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