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Новости за 15.07.2024

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Sex differences in the association between sleep duration and muscle quality index in adults: A cross-sectional study from NHANES 2011–2014

Plos.org 
En

by Bin Xu, MengNi Jiang, Yu Wei, Ran Duan, Feng Tong

Objective

The aim of this study was to investigate the association between sleep duration and muscle quality index (MQI) in middle-aged and older age groups, as limited evidence exists on this topic.

Methods

In order to assess the relationship between sleep duration and MQI, a cross-sectional study was undertaken, utilizing data from the National Health and Nutrition Examination Survey (NHANES) acquired during the period from 2011 to 2014. Читать дальше...

Spatiotemporal information enhanced multi-feature short-term traffic flow prediction

Plos.org 
En

by Deqi Huang, Jiajia He, Yating Tu, Zikuang Ye, Lirong Xie

Accurately predicting traffic flow is crucial for optimizing traffic conditions, reducing congestion, and improving travel efficiency. To explore spatiotemporal characteristics of traffic flow in depth, this study proposes the MFSTBiSGAT model. The MFSTBiSGAT model leverages graph attention networks to extract dynamic spatial features from complex road networks, and utilizes bidirectional long short-term memory networks to capture... Читать дальше...

Spatial organisation within the earliest evidence of post-built structures in Britain

Plos.org 
En

by Jessica Bates, Nicky Milner, Chantal Conneller, Aimée Little

This paper explores tool-using activities undertaken in and around the earliest known evidence of post-built structures in Britain. Microwear results associated with at least three structures identified at the Early Mesolithic site of Star Carr, North Yorkshire, are examined as a means of identifying activity zones associated with the diverse stone tools used to process a variety of materials (e.g. wood, bone, antler, plant, hide, meat, fish). Читать дальше...

Leveraging textual information for social media news categorization and sentiment analysis

Plos.org 
En

by Mahmudul Hasan, Tanver Ahmed, Md. Rashedul Islam, Md. Palash Uddin

The rise of social media has changed how people view connections. Machine Learning (ML)-based sentiment analysis and news categorization help understand emotions and access news. However, most studies focus on complex models requiring heavy resources and slowing inference times, making deployment difficult in resource-limited environments. In this paper, we process both structured and unstructured data, determining the... Читать дальше...

Preliminary study of indocyanine green-guided laparoscopic lateral lymph node dissection for rectal cancer

Plos.org 
En

by Chu-Ying Wu, Wen-Jin Zhong, Kai Ye

Background

LLNM can occur in mid-low rectal cancer, but LLND in patients with rectal cancer presents certain challenges. Recent years have seen the progressive application of ICG fluorescence imaging technology in colorectal surgery. This study aimed to explore the effectiveness of ICG-guided laparoscopic LLND for rectal cancer.

Methods

We applied ICG-guided laparoscopic lateral lymph node dissection in 11 patients diagnosed as rectal cancer with lateral lymph node metastasis. Читать дальше...

Impact of pole dancing on mental wellbeing and sexual self-concept: Protocol for a systematic review and meta-analysis

Plos.org 
En

by Xizi Li, Jianyu Shen, Kai Cui, Ying Wang

Background

Despite the recognized psychological benefits of traditional dance forms, the impact of newer forms, such as pole dancing, on mental well-being and sexual self-concept remains underexplored. This protocol outlines a systematic review and meta-analysis aimed at elucidating the effects of pole dancing, a burgeoning non-pharmacological intervention, on these dimensions of mental health.

Methods

This systematic review was registered in the PROSPERO. Читать дальше...

Integration of the PD-L1 inhibitor atezolizumab and WT1/DC vaccination into standard-of-care first-line treatment for patients with epithelioid malignant pleural mesothelioma—Protocol of the Immuno-MESODEC study

Plos.org 
En

by Jolien Van den Bossche, Maxime De Laere, Koen Deschepper, Paul Germonpré, Yvan Valcke, Jan Lamont, Barbara Stein, Kirsten Van Camp, Charlotte Germonpré, Griet Nijs, Ella Roelant, Sébastien Anguille, Eva Lion, Zwi Berneman

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