Nara Medical University · Emergency Medicine

Research keywordsout-of-hospital cardiac arrest・sepsis PCR diagnostics・machine learning prognosis・dispatcher-assisted CPR・doctor helicopter triage・whole-blood pathogen detection

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• Improving prediction accuracy of hospital arrival vital signs using a multi-output machine learning model: a retrospective study of JSAS-registry data.2025 · BMC emergency medicine
• Performance of dispatcher-assisted cardiopulmonary resuscitation integrating with mouth-and-nose covering instructions during the COVID-19 pandemic: a population-based retrospective study.2025 · BMC emergency medicine
• Multimodal ensemble machine learning predicts neurological outcome within three hours after out of hospital cardiac arrest.2025 · Scientific reports
• Factors associated with large watery stools after out-of-hospital cardiac arrest and their relationship with neurological outcomes: A retrospective observational study2025 · Resuscitation Plus

• 人工赤血球(Hemoglobin Vesicle)による心肺停止後の脳蘇生2024 · 科学研究費助成事業
• フォンヴィレブランド因子切断酵素による血栓形成制御に関する研究2007 · 科学研究費助成事業

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