Organ-system-based subclassification of preeclampsia using machine learning predicts pregnancy outcomes by Yanhong Xu, Yizheng Zu, Xiaosi Lu, Yiping Wang, Jiaying Zheng, Xia Xu, Jianying Yan

“…K-Cluster 1 and K-Cluster 5 showed distinct biomarker patterns but similar complication rates (P > 0.05). …”
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Challenging assumptions: a tripartite assessment of medical quality, resource utilization, and equity concerns in pediatric telemedicine by Motti Haimi, Ruslan Sergienko, Tzipi Hornik-Lurie, Dov Albukrek

“…Antibiotic prescribing rates were similarly divergent: mean rates of antibiotic prescriptions after PCP visits were 10.3%, after telephone/video visits were 16.8%, and after Tyto visits were 21.4% (p < 0.001). …”
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The effect of hyperbaric oxygen and platelet-rich plasma treatments on the adipogenic C2C12 myoblast cell line by Joe Chih-Hao Chiu, Poyu Chen, Kin Fong Lei, Gwo-Jyh Chang, Su-Ching Chen, Rei Higashikawa, Yi-Sheng Chan

“…Cells exposed to both HBO and PRPs had significantly lower proliferation rates than those treated with PRPs alone, suggesting that HBO negatively affects adipogenic C2C12 myoblast proliferation. …”
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Global burden, temporal trends, and health workforce correlations of gallbladder and biliary tract cancer: a comprehensive analysis from 1990 to 2021 with projections to 2046 by Fangyi Dai, Huayou Luo, Yuzhou Cai, Yong Dai

“…Conclusions Despite declining age-standardized rates, absolute GBTC burden continues rising due to demographic transitions. …”
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BERT-based network for intrusion detection system by Yong Yang, Xing Peng

“…After feature extraction is completed, we further perform classification using a classifier based on a bidirectional gated recurrent unit (GRU) network, which is able to efficiently process sequence data and reduce computational complexity while capturing temporal dependencies in the sequences. …”
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A novel model for accurate and fast prediction of cancer incidence by Mahmoud Hamed, Berlanty A. Zayed, Fotouh R. Mansour

“…The high degree of similarity between the actual and predicted cancer incidence rates was notable. Similar results were obtained when predicting cancer incidence rates in the countries studied. …”
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Mapping of the Antinuclear Autoantibodies in Sudanese patients infected with Human Immunodeficiency Virus after HAART receiving: A cross-sectional study by Nooh Mohamed Hajhamed, Salahaldeen Ismail Mohammed, Waleed Abdelateif Hussein, Abdullah M. Bakheit, Nouh Saad Mohamed, Ayman Azhary, Abdallah Elssir Ahmed, Abualgasim Elgaili Abdalla, Abubakar Abdelbagi, Hassan Babieker Said Khalf Allah, Mahjoob Osman Mahjoob Ali, Mohammed Elfatih Hamida

“…Interestingly, a high proportion of positivity for ANA were found in the older subject groups (aged 42-56 years and > 57 years), with rates of 80% for each. Furthermore, our study also showed that the predominant ANA patterns were nuclear fine-speckled (AC-4, 56.5%) followed by cytoplasmic fine granules (AC-20, 24.7%). …”
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Comparative diversity of aquatic plants in three Central European regions by Marek Svitok, Marek Svitok, Marek Svitok, Igor Zelnik, Kateřina Bubíková, Mateja Germ, Alenka Gaberščik, Judita Kochjarová, Helena Oťaheľová, Peter Paľove-Balang, Richard Hrivnák

“…Freshwaters are among the most threatened ecosystems globally, with biodiversity declining at far greater rates than the biodiversity of the most affected terrestrial ecosystems. …”
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Spatiotemporal Analysis of Obesity: The Case of Italian Regions by Elena Grimaccia, Luciano Rota

“…During the period under analysis, obesity prevalence rates in Italy show a tendency to grow, with a sharp increase during the COVID-19 lockdown.…”
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Epidemiological trends of dengue disease in Thailand (2000-2011): a systematic literature review. by Kriengsak Limkittikul, Jeremy Brett, Maïna L'Azou

“…Disease incidence and deaths remained highest in children aged ≤ 15 years and case fatality rates were highest in young children. Heterogeneous geographical patterns were observed with higher incidence rates reported in the Southern region and serotype distribution varied in time and place. …”
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Wellbeing among U.S. Veterans: Results from the 2010 National Survey of Veterans by Thibault Deneve, Ellis Scott Logan

“…Our research focuses on self-rated general health and access to healthcare among veterans. …”
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Features of myocardial damage at COVID-19 by S. H. Hamidov, A. G. Obrezan, P. S. Lobanova, S. V. Azarenko

“…Some studies also provide comparative data on COVID-19+ and COVID-19- patients, complication patterns, and mortality rates. The results of the studied materials shows that, the frequency of cardiac complications and the number of deaths are significantly more common in patients with concomitant diseases such as arterial hypertension, diabetes mellitus, obesity, CKD, arrhythmias. …”
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Examining perinatal regionalization in practice: a network analysis of maternal transport in Georgia by Jingyu Li, Stephanie M. Radke, Lauren N. Steimle

“…Elevated transport rates suggest a lack of access to risk-appropriate care in rural regions. …”
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Exploring heterogeneity of perimenopause with application of multivariable analysis approaches by Zhongyu Huang, Huazhi You, Lijuan Li, Shuang Wang, Zipan Lyu, Xiaoqin Zeng, Changyan Zhu, Minqing Li, Han Yan, Yaojuan He

“…The assessing framework was developed over the initial item pool as integration of 4 scales including Insomnia severity index, Modified Kupperman index, Self-rating anxiety scale, and Self-rating depression scale. …”
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Assessing vaccine coverage and delivery strategies for influenza and COVID-19 among Italian healthcare workers: A 2015–2023 case study by Domenico Pascucci, Alberto Lontano, Eleonora Marziali, Giuseppe Vetrugno, Umberto Moscato, Patrizia Laurenti

“…A retrospective cohort study analyzed vaccination data from 6,341 hCWs between 2015 and 2023, examining acceptance rates across different vaccination delivery models. …”
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An interpretable machine learning approach for predicting and grading hip osteoarthritis using gait analysis by Qing Yang, Xinyu Ji, Yuyan Zhang, Shaoyi Du, Bing Ji, Wei Zeng

“…Purpose The purpose of this study is to evaluate the efficacy of lower extremity kinematic gait data for detecting and rating the severity of unilateral hip OA using machine learning algorithms. …”
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A longitudinal investigation of school absenteeism and mental health challenges among Canadian children and youth in the COVID-19 context by Amanda Krause, Maria Rogers, Yuanyuan Jiang, Emma A. Climie, Penny Corkum, Janet W. T. Mah, Natasha McBrearty, J. David Smith, Jess Whitley

“…As well, research demonstrates that children and youth who experience mental health challenges are at greater risk of increased school absenteeism rates. The present study investigated the school attendance patterns of Canadian children and youth and the longitudinal and bidirectional links with mental health challenges within the COVID-19 pandemic context. …”
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Global surge: exploring cryptocurrency adoption with evidence from spatial models by Ivan Sergio, Jan Wedemeier

“…This study investigates the global patterns of cryptocurrency adoption using Generalized Linear Models and Spatial Autoregressive Models. …”
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Malaria epidemics and its drivers in Uganda in 2022 by Maru W. Aregawi, Catherine Maiteki, John C. Rek, Bosco Agaba, Charles Katureebe, Mansour Ranjbar, Chunzhe Zhang, Samson Kiware, Jimmy Opigo

“…Provinces with bimodal rainfall patterns were more prone to epidemics, while unimodal regions had fewer epidemics but higher incidence rates. …”
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Effects of high CO2 treatment on green-ripening and peel senescence in banana and plantain fruits by Mu-bo SONG, Lu-ping TANG, Xue-lian ZHANG, Mei BAI, Xue-qun PANG, Zhao-qi ZHANG

“…In contrast to the differentiated color changing patterns, the patterns of the softening, starch degradation and soluble sugar accumulation in the pulp of 20% CO2 treated bananas and plantains displayed similarly as the patterns in the fruits ripening in regular air, indicating that the pulp ripening was not inhibited by 20% CO2, and the abnormal ripening of bananas in 20% CO2 can be considered as green ripening. …”
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