Early Warning Model of Sports Injury Based on RBF Neural Network Algorithm by Fuxing He

“…In the built environment, the risk assessment of sports injury can be completed by determining the risk source and identifying the risk factors. The realization of the model can be constrained by the uncertainty conditions so that it can achieve a good operation state.…”
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Analyzing the Application of Machine Learning in Anemia Prediction by Li Yuxi

“…This paper examines decision trees, random forests, support x'ector machines, and neural networks. emphasizing their efficacy in identifying patterns and risk factors associated with anemia. Obstacles such as data quality, feature selection, and model interpretability continue to hinder clinical adoption. …”
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Research on Schedule Management Method Based on Critical Chain Technology by MA Di, GUAN Xiaodi, WANG Wenjin, WEI Huanhuan, ZHU Yongfeng

“…Critical chain technology is a new method of project schedule management.In recent years,scholars at home and abroad have increasingly studied this technology.The research on critical chain technology mainly focuses on solving the problems of inter-project operation slack and construction delay caused by unreasonable buffer setting.In this paper,the information entropy theory is employed to build a new buffer setting model that comprehensively considers overall complexity entropy,individual complexity entropy,construction difficulty entropy,resource constraint entropy,and decision-maker preference factor.The root variance method is adopted to improve the buffer calculation formula.Then,the redundant buffer is integrated into the project buffer,and the buffer setting model is modified by absorbing possible risks.Finally,an example is discussed to verify the practicability of the model.The research shows that the proposed model can quantify the impact of risk factors on project schedule more reasonably and comprehensively,improve the accuracy of buffer setting,and effectively solve the series of problems caused by excessive import buffer.…”
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Features of diagnostics and treatment of constipation at patients of elderly age by A. V. Kalinin, L. I. Butorova

“…Constipation is present at 40% of persons at the age of 60 years and older. Risk factors of constipation at people of elderly age include: change of pattern of nutrition (decrease of alimentary fibers content in ration); still lifestyle (compelled bed rest); presence of concomitant diseases (endocrine, neurologic, mental disorders – depression, dementia); drug-induced constipations; age-related changes of the large intestine. …”
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A case of possible Kounis syndrome as a complication of scombroid syndrome by Stefano Rusconi, Antonio Villa

“…We present a case of a woman without previous history of cardiac diseases or cardiovascular risk factors, who presented to emergency department after the onset of flushing, asthenia, palpitations, burning sensation in the mouth having just eaten tuna. …”
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Hypertension and Dementia in the Elderly: The Leisure World Cohort Study by Annlia Paganini-Hill

“…Recent studies have highlighted the deleterious role of cardiovascular risk factors, including hypertension, on the incidence of dementia. …”
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Early Recurrence of C3 Glomerulopathy Postrenal Transplant Manifesting as Atypical Hemolytic Uremic Syndrome: A Phenotype Switch by Vishwanath Siddini, Anand Nikumbhe, Mohammed Fahad Khan, Mahesha Vankalakunti, H. Sudarshan Ballal

“…Atypical hemolytic uremic syndrome (aHUS) shares common genetic risk factors with C3G. Few cases were reported earlier regarding phenotype shifts between C3G and aHUS. …”
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Survival analysis of COVID-19 versus non-COVID-19 patients requiring intensive care for acute respiratory distress syndrome: An observational retrospective study by Paulo Navas Boada, Kevin Chamorro, Santiago Ballaz

“…The multivariable Cox proportional hazards regression models with the enter method evaluated risk factors and ICU mortality relationships. The survival analysis was completed with Kaplan-Meier and the log-rank tests…”
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Modeling Injury Severity for Nighttime and Daytime Crashes by Using Random Parameter Logit Models Accounting for Heterogeneity in Means and Variances by Chenzhu Wang, Ping Zhang, Fei Chen, Jianchuan Cheng

“…This study examines the influences of risk factors on crash severity, based on comparisons of nighttime and daytime crashes. …”
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The Clinical Outcomes of Ventricular Septal Rupture Secondary to Acute Myocardial Infarction: A Retrospective, Observational Trial by Xin-Ying Zhang, Li-Zhao Bian, Nai-Liang Tian

“…This study found that such high mortality in patients with VSR after AMI was significantly correlated with these risk factors representing sympathetic excitation and large infarct size. …”
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Global burden of five major types of gastrointestinal cancer by Arjun Singh

“…These patterns reflect disparities in risk factors and cancer control capacities. However, GI cancer incidence is rising with economic growth and lifestyle changes. …”
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Curcumin as a Supportive Therapy in Type 2 Diabetic Patients by Anand Seth, Sravya Iyyuni, Saurabh Sharma, Ritu Sethi, Suresh Nath, Michael Imeokparia

“…The management of diabetes is a lifelong process that requires diabetic education, attempts to achieve near optimal glycemic control, minimizing cardiovascular and other long-term risk factors, and avoidance of drugs that can exacerbate abnormalities of insulin and lipid metabolism. …”
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Modeling the Formation Mechanism of Food Safety Risk in Catering O2O Distribution Link by Ting Wu, Yilei Pei, Dandan Li, Peng Su

“…The results of our experiment include identifying the risk factors that may be faced by food safety in the distribution link from five perspectives: O2O catering enterprise’s own risk, logistics distribution team’s distribution risk, O2O catering platform supervision risk, user-supervision risk, and government department supervision risk, and establishing a risk index evaluation system based on the Analytic Hierarchy Process. …”
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A fuzzy logic and optimisation based approach for shipyard facility layout problem with consideration of risk, activity, and flow factors by Mustafa Kafali

“…The procedure for determining proximity rating involves both qualitative (activity) and quantitative (flow and risk) factors and employs fuzzy logic. The problem of determining the relative locations of workstations is treated as an optimisation problem. …”
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Sex Differences in Parkinson’s Disease: A Narrative Review by Carlo Cattaneo, Javier Pagonabarraga

“…Research has been performed using multiple databases and scientific journals; this review summarizes the available evidence on sex differences in PD regarding epidemiology, risk factors, genetics, clinical phenotype, social impact, and therapeutic management. …”
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Loneliness and Social Isolation with Risk of Incident Non-alcoholic Fatty Liver Disease, UK Biobank 2006 to 2022 by Ya Miao, Xiaoke Kong, Bin Zhao, Fang Fang, Jin Chai, Jiaqi Huang

“…Background: Although loneliness and social isolation are proposed as important risk factors for metabolic diseases, their associations with the risk of non-alcoholic fatty liver disease (NAFLD) have not been elucidated. …”
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Investigating Elevated E-Selectin and P-Selectin Levels in Non-Arteritic Anterior Ischemic Optic Neuropathy (NAION) Patients: The Stepping Stone to a Future Clinical Approach by Syntia Nusanti, Andhika Rachman, Brigitta Marcia Budihardja, Lourisa Ruth Eldinia, Nadia Delima Andini, Arief Kartasasmita, M Sidik, Seskoati Prayitnaningsih, Alida Roswita Harahap, Aria Kekalih, Tjahjono Darminto Gondhowiardjo

“…There was no significant correlation between E-selectin and P-selectin for NAION-associated metabolic risk factors. However, higher E-selectin and P-selectin values were found in the presence of risk factors except for P-selectin in the hypertension group. …”
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Lymphocyte-C-reactive protein ratio upon admission to predict disease progression and ICU admission in adult patients with diabetic ketoacidosis by Yi-Jia Hu, Shu-Xiao Qiu, Jian-Nan Zhang, Qi-Qi Lai, Yi-Lu Lin, Lin-Qiong Liu, Di Wu, Hui-Ying Liu, Huan Meng, Jia-Xi Xu, Jia-Ning Zhang, Bo-Wen Liu, Yan Gao, Kai Kang, Yang Gao

“…Conversely, SOFA score, neutrophil count (NEUT), serum creatinine (SCr), and glucose (GLU) were risk factors for concurrent AKI. Concurrent AKI and SOFA score were risk factors for ICU admission, while pH was a protective factor. …”
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Survival analysis of a 16-year cohort of follicular lymphoma patients receiving systemic treatment in Brazil by Pamela Santos Azevedo, Isabella Zuppo Laper, Deborah Marta do Santos Oliveira, Adriano de Paula Sabino, Marina Morgado Garcia, Isabela Cristina Menezes de Freitas, Isabela Cristina Menezes de Freitas, Wallace Mateus Prata, Wallace Mateus Prata, Mariângela Leal Cherchiglia, Juliana Álvares-Teodoro, Juliana Álvares-Teodoro, Francisco de Assis Acurcio, Francisco de Assis Acurcio, Augusto Afonso Guerra Júnior, Augusto Afonso Guerra Júnior

“…The Kaplan-Meier method was used to estimate survival until treatment failure, and the Cox proportional hazards model was used to evaluate risk factors.ResultsThe cohort included 10,009 patients and survival rates were 73.3%, 45.3%, and 30.7% for the first, fifth and 10th year respectively. …”
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Multimodal data-based longitudinal prognostic model for predicting atrial fibrillation recurrence after catheter ablation in patients with patent foramen ovale and paroxysmal atria... by Shoupeng Duan, Xujun Li, Jun Wang, Yuhong Wang, Tianyou Xu, Fuding Guo, Yijun Wang, Lingpeng Song, Zeyan Li, Xiaomeng Yang, Xiaoyu Shi, Hengyang Liu, Liping Zhou, Yueyi Wang, Hong Jiang, Lilei Yu

“…The identification of potential risk factors was conducted using the regression method known as least absolute shrinkage and selection operator. …”
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