Identification of Potential Type II Diabetes in a Large-Scale Chinese Population Using a Systematic Machine Learning Framework by Mingyue Xue, Yinxia Su, Chen Li, Shuxia Wang, Hua Yao

“…A total of 584,168 adult subjects who have participated in the national physical examination were enrolled in this study. The risk factors for type II diabetes mellitus (T2DM) were identified by p values and odds ratio, using logistic regression (LR) based on variables of physical measurement and a questionnaire. …”
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Clinical Significance of Lymph Node Micrometastasis in pN0 Gastric Cancer Patients by Yu Li, Dongsheng Wang, Yi Li, Xiaodong Liu, Dong Chen, Chentong Yuan, Yanbing Zhou

“…The findings showed that tumor invasion depth, TNM staging, lymphatic invasion, and tumor differentiation were independent risk factors associated with LNMM occurrence. Moreover, LNMM is a clinically negative prognostic factor in pN0 GC patients.…”
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Comparative the impact intraoperative phrenic nerve sacrifice on prognosis patients with thymoma by Hongyun Ruan, Xuehui Shang, Dongjie Yan, Bin Liu, Fangchao Liu, Zhi Yang

“…Secondary postoperative complications and modified Masaoka staging III/IV are also risk factors for reduced long-term survival.…”
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Clinical Characteristics of COVID-19 Patients with and without Diabetes in Wuhan Red Cross Hospital by Guozhen Li, Qin Deng, Jiali Feng, Fang Li, Nian Xiong, Qiong He

“…A multivariable analysis of independent risk factors for in-hospital death was performed. Results. …”
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Frequency and treatment of venous thromboembolic events in patients with space-occupying brain infarction and decompressive craniectomy by Dominik Michalski, Dirk Lindner, Alhuda Dabbagh, Janine Mielke, Katja S Mühlberg, Karl Titus Hoffmann, Charlotte Huber, Johann Otto Pelz

“…Clinically obtained parameters included risk factors for VTE, type of thromboprophylaxis, treatment of VTE and treatment-associated complications.Results 15 of 173 (8.7%) patients had a VTE, which was diagnosed 10.9 ± 7.2 days after admission. …”
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Magnitude of self-reported non-fatal work-related injuries and associated factors among construction workers in Aleta Wondo, Sidama, Ethiopia by Abel Afework, Aiggan Tamene, Mahlet Gashaw

“…However there is paucity of evidence regarding the prevalence and risk factors of injuries in the industry to make evidence-based policy framework within the country. …”
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Determinants of Adverse Perinatal Outcomes in Ibadan, Nigeria: The influence of maternal lifestyle. by Ikeola A Adeoye, Chioma O Unogu, Kofoworola Adediran, Babatunde M Gbadebo

“…We used binary and multiple logistic regression to assess the associations between the risk factors and adverse perinatal outcomes at a significant P-value <0.05. …”
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A journey into a Mediterranean diet and type 2 diabetes: a systematic review with meta-analyses by Demosthenes Panagiotakos, Katherine Esposito, Paolo Chiodini, Maria Ida Maiorino, Giuseppe Bellastella, Dario Giugliano

“…A random-effect model was used to pool data.Participants Adults with or at risk for type 2 diabetes.Interventions Dietary patterns that described themselves as using a ‘Mediterranean’ dietary pattern.Outcome measures The outcomes were glycaemic control, cardiovascular risk factors and remission from the metabolic syndrome.Results From 2824 studies, 8 meta-analyses and 5 RCTs were eligible. …”
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Cardiovascular Risk Awareness, Exercise Practices and Metabolic Outcomes among Patients with Diabetes Mellitus in Northern Nigeria: A Cross-sectional, Multicentre Study by Nura Hamidu Alkali, Andrew E. Uloko, Ijuptil Chiroma, Ayuba Mugana, Maria Ahuoiza Garba, Innocent Onoja Okpe, Elijah Tonde Gargah, Umar Faruk Abdullahi, Lumsami Shadrach, Ibrahim Abdullahi Haladu

“…There was low knowledge of cardiovascular risk factors and low knowledge of exercise (mean scores of 2.94 and 2.31, respectively). …”
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Impact of parathyroidectomy on inflammatory and cardiovascular risk parameters in primary hyperparathyroidism: a retrospective analysis by Nese Bulbul, Suat Sen, Fettah Acibucu

“…Abstract Background Parathyroidectomy has been shown to reduce cardiovascular risk factors in some studies, although findings on these parameters remain inconsistent. …”
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Prediction of the Influential Factors on Eating Behaviors: A Hybrid Model of Structural Equation Modelling-Artificial Neural Networks by Maryam M. Kheirollahpour, Mahmoud M. Danaee, Amir Faisal A. F. Merican, Asma Ahmad A. A. Shariff

“…The importance of eating behavior risk factors in the primary prevention of obesity has been established. …”
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Exploring the causal role of plasma metabolites and metabolite ratios in prostate cancer: a two-sample Mendelian randomization study by Changzhou Feng, Haining Li, Chu Zhang, Ying Zhou, Huanhuan Zhang, Ping Zheng, Shaolin Zhao, Lei Wang, Jin Yang

“…Following FDR correction (FDR &lt; 0.05), cysteinylglycine disulfide was identified as a potential reducer of PCa risk, whereas Uridine and N-acetyl-L-glutamine (NAG) were pinpointed as potential risk factors. Notably, NAG (OR 1.044; 95% CI 1.025–1.063) emerged as a metabolite with significant causal influence, as confirmed by stringent Bonferroni correction (P &lt; 0.05/1400). …”
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The differential expression of AFF3 in cervical cancer and its correlation with clinicopathological features and prognosis by Yaxuan Zhang, Lanying Li, Qingling Han, Lanying Wen

“…The Univariate analysis of prognostic risk factors was conducted using the COX proportional hazards model, followed by multivariate COX regression analysis including variables with p < 0.01.Results AFF3 expression was downregulated in CC, and its levels were correlated with lymph node metastasis (LNM) and International Federation of Gynaecology and Obstetrics (FIGO) stage. …”
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Comparison of the results of medical approach and surgical approach of septic arthritis in native joints: a single-center retrospective study by Qiyuan Lu, Xiaoqiang Yang, Mengmeng Chen, Zhiqiang Mao, Houfu Ling

“…Multivariate logistic regression analysis was used to determine the risk factors related to joint function. In addition, the types of bacteria were analyzed to explore whether they were related to the initial surgical failure rate. …”
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A LASSO-derived clinical score to predict severe acute kidney injury in the cardiac surgery recovery unit: a large retrospective cohort study using the MIMIC database by Qi Guo, Jingjing Huang, Yuewei Li, Hongwei Li, Jingfeng Wang, Yong Xie, Tucheng Huang, Wanbing He, Wenyu Lv, Jieping Huang, Yangxin Chen

“…Decision curve analysis demonstrated that the model could achieve a net benefit.Conclusion A clinical score built by using LASSO regression and logistic regression to screen multiple clinical risk factors was established to estimate the probability of severe AKI in CSRU patients. …”
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Alcohol use among populations with autism spectrum disorder: narrative systematic review by William Barber, Betul Aslan, Tim Meynen, John Marsden, Samuel R. Chamberlain, Vigneshwar Paleri, Julia M.A. Sinclair

“…Four components were identified as possible aetiological risk factors: age, co-occurring conditions, gender and genetics. …”
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Diabetic Distal Symmetrical Polyneuropathy: Correlation of Clinical, Laboratory, and Electrophysiologic Studies in Patients with Type 2 Diabetes Mellitus by Yi-Ching Weng, Sung-Sheng Tsai, Rong-Kuo Lyu, Chun-Che Chu, Long-Sun Ro, Ming-Feng Liao, Hong-Shiu Chang, Chiung-Mei Chen, Jawl-Shan Hwang, Hung-Chou Kuo

“…This cross-sectional study is aimed at determining the prevalence of distal symmetrical polyneuropathy (DSPN) and diabetic peripheral neuropathic pain (DPNP) in participants with type 2 diabetes mellitus (T2DM); finding the risk factors for DSPN and DPNP via biochemical tests; and correlating DSPN and DPNP with the results of electrophysiologic studies, quantitative sensory tests, and neurologic examination. …”
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Epidemiology of chronic and acute pancreatitis in India (EPICAP-India): protocol for a multicentre study by Sanjeev Kumar, Saransh Jain, Vineet Ahuja, Rakesh Kumar, Anand Krishnan, Pankaj Bhardwaj, Shalimar, Nitya Wadhwa, Ashish Agarwal, Deepak Gunjan, Sudipta Dhar Chowdhury, Anoop Saraya, Saurabh Kedia, Govind K Makharia, Pramod Kumar Garg, Ritvik Amarchand, Deepti Dabar, Rajib Sarkar, Gopal Krishna Dhali, Anmol Gupta, Shivendra Singh, Divya Pillai, Vineeta Baloni, Subhra Samujjwal Basu, Bikash Choudhury, Soumi Das, Pradeep Deshmukh, Krishnadas Devadas, Nitika Monga, Sumit Rungta, Brij Sharma, Chintha Sujatha

“…For each case, four controls will be selected and data on risk factors for CP (tobacco, alcohol, family history, metabolic causes) and blood for genetic markers will be collected. …”
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Clinical features and prognostic factors of cardiorenal anemia syndrome in China: a retrospective single-center study by Mengyue Zhu, Min Liu, Chunlei Lu, Dafeng He, Jiao Li, Xia Xu, Ying Cui, Chuanyan Zhao, Jun Xu, Gang Zhou, Hongbin Mou, Guangyu Bi, Changhua Liu, Rong Wang

“…Demographics and laboratory tests were collected and risk factors of all-cause death were analyzed. The primary endpoint of the study was all-cause death. …”
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Long-Covid in Children and Adolescents: Clinical Challenges and Treatment Perspectives by Kornelia Karamus, Rafał Rejamak, Jan Biłogras, Martyna Borowska-Łygan, Konrad Strużek, Wojciech Urban, Jakub Tomaszewski

“…Conclusions: There is an urgent need for large-scale studies on the risk factors, causes, symptoms, and treatment of LC in children and adolescents. …”
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