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| http://dx.doi.org/10.15698/mic2015.06.210 | DOI Listing |
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Introduction: Documentation templates supported the implementation of HIRAID, a validated framework that supports nurses in assessing and managing patients in emergency departments in rural Australia using a strategy informed by behavior change theory. The study aimed to determine whether the implementation of HIRAID improved the accuracy of nurses' documentation across a large rural health district.
Methods: A Quasi-experimental pre-post study design was conducted across 10 rural emergency departments between November 2020 and November 2021, with HIRAID implemented in February 2021.
Sudden Fall Detection of Human Body Using Transformer Model.
Sensors (Basel)
December 2024
Department of Industrial Engineering, Chosun University, Gwangju 61452, Republic of Korea.
In human activity recognition, accurate and timely fall detection is essential in healthcare, particularly for monitoring the elderly, where quick responses can prevent severe consequences. This study presents a new fall detection model built on a transformer architecture, which focuses on the movement speeds of key body points tracked using the MediaPipe library. By continuously monitoring these key points in video data, the model calculates real-time speed changes that signal potential falls.
View Article and Find Full Text PDFThrow out an oligopeptide to catch a protein: Deep learning and natural language processing-screened tripeptide PSP promotes Osteolectin-mediated vascularized bone regeneration.
Bioact Mater
April 2025
Department of Oral and Cranio-maxillofacial Surgery, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine; College of Stomatology, Shanghai Jiao Tong University; National Center for Stomatology; National Clinical Research Center for Oral Diseases; Shanghai Key Laboratory of Stomatology; Shanghai Research Institute of Stom, Shanghai, 200011, China.
Article Synopsis
- Angiogenesis is crucial for bone regeneration, but traditional cytokine therapies face challenges like high costs and safety concerns.
- Using Deep Learning and Natural Language Processing, researchers developed a new algorithm to identify promising pro-angiogenic peptides from disordered regions of proteins, highlighting the potential for safer bioactive peptides.
- One notable tripeptide, PSP, significantly promotes vascularization and osteogenic differentiation in stem cells, showcasing its role as a 'priming' agent that enhances the body's natural bone formation processes.
On Lateness: The Ethics of Running Behind Schedule in General Practice.
J Eval Clin Pract
February 2025
Academic Unit of Population and Lifespan Sciences, School of Medicine, University of Nottingham, Clinical Sciences Building, Nottingham City Hospital Campus, Nottingham, UK.
Introduction: GPs, at least in the United Kingdom, often run behind schedule in their clinics. This lateness is an inherently ethical problem due to the negative consequences it generates.
Methods: The paper outlines these negative consequences, attempts to classify the major reasons for such lateness, explores the ethical status of each of these reasons, and offers suggestions for how the negative consequences might be managed.
Vaccination coverage and access among children and adult migrants and refugees in the Middle East and North African region: a systematic review and meta-analysis.
EClinicalMedicine
December 2024
The Migrant Health Research Group, City St George's, University of London, London, United Kingdom.
Background: The Middle East and North African (MENA) region is a major global hotspot for migration with more than 40 million migrants, who may be an under-vaccinated group because of barriers to vaccination within countries of origin, transit, and destination. We systematically synthesised the evidence on coverage, acceptance, drivers of uptake, and policies pertaining to vaccination for children and adult migrants in the region, in order to explore tailored interventions for these groups.
Methods: We searched six databases (including Medline, Embase) for peer-reviewed literature, and other websites (including WHO, IOM, ministries of health) for grey literature on coverage, acceptance, drivers of uptake and policies for any vaccination in migrants in the MENA region from between 2000 and 27 August 2024 in any language.
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