Neural Network and Hybrid Methods in Aircraft Modeling, Identification, and Control Problems by Gaurav Dhiman, Andrew Yu. Tiumentsev, Yury V. Tiumentsev

“…However, the process of forming such models requires a very large consumption of computational resources. For this reason, the paper considers another variant of the hybrid ANN model. …”
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Efficacy and Safety of Non-Vitamin K Anticoagulants for Atrial Fibrillation in Relation to Different Renal Function Levels: A Network Meta-Analysis by Hao Jin, Kongbo Zhu, Lina Wang, Yifan Li, Jingjun Meng, Hong Zhi

“…NMA was analyzed with R (version 3.5.1, R Foundation for Statistical Computing) with the packages gemtc recalling JAGS (version 4.3.0) for the efficacy and safety of each drug with regard to different levels of renal function. …”
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Construct validity and responsiveness of clinical upper limb measures and sensor-based arm use within the first year after stroke: a longitudinal cohort study by Johannes Pohl, Geert Verheyden, Jeremia Philipp Oskar Held, Andreas Ruediger Luft, Chris Easthope Awai, Janne Marieke Veerbeek

“…Thirteen AU metrics were computed based on functional movements during non-walking periods. …”
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Is there a difference in bony stability at three months postoperatively between opening-wedge high tibial osteotomy and opening-wedge distal tuberosity osteotomy? by Suguru Koyama, Keiji Tensho, Kazushige Yoshida, Hiroki Shimodaira, Daiki Kumaki, Yusuke Maezumi, Hiroshi Horiuchi, Jun Takahashi

“…Demographic and preoperative radiographic data (weight-bearing line percentage [%WBL], femoral-tibial angle [FTA], medial proximal tibial angle [MPTA], posterior tibial slope and correction angle), and postoperative computed tomography (CT) scan data (initial postoperative stability [12 weeks postoperative], and hinge fracture [1 and 12 weeks postoperatively], and hinge length, flange thickness, flange length, axial flange osteotomy angle, sagittal flange osteotomy angle [1 week postoperatively]) were statistically analyzed. …”
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Development of an artificial intelligence-based application for the diagnosis of sarcopenia: a retrospective cohort study using the health examination dataset by Chang-Won Jeong, Dong-Wook Lim, Si-Hyeong Noh, Sung Hyun Lee, Chul Park

“…These models were used to identify L3 slices from abdominal computed tomography images and divide the images into the three-segmented domains for sarcopenia diagnosis. …”
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Deep learning-based CT radiomics predicts prognosis of unresectable hepatocellular carcinoma treated with TACE-HAIC combined with PD-1 inhibitors and tyrosine kinase inhibitors by Linan Yin, Ruibao Liu, Wei Li, Shijie Li, Xunbo Hou

“…Abstract Objective To develop and validate a computed tomography (CT)-based deep learning radiomics model to predict treatment response and progression-free survival (PFS) in patients with unresectable hepatocellular carcinoma (uHCC) treated with transarterial chemoembolization (TACE)-hepatic arterial infusion chemotherapy (HAIC) combined with PD-1 inhibitors and tyrosine kinase inhibitors (TKIs). …”
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Corporate Social Responsibility's Influence on Product Innovation: Spotlight on the Mediating Role of Employer Branding (A Case Study of Medium and Large Manufacturing Firms in Bus... by zahra hajizadeh, Ebrahim Rajabpour, Heidar Ahmadi, Majid Esmaeilpour

“…After the data were collected, an average was computed from each company's responses, and one survey per company was chosen as the foundation for the analysis. …”
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Clinical characteristics and prognosis of amyopathic dermatomyositis patients with interstitial lung disease: insights from a retrospective cohort by Yanan Ying, Tingting Wu, Long Wang, Yun Zhang, Yiming Yu, Zaichun Deng, Qunli Ding

“…Patients were stratified into four groups using the Sontheimer criteria and predominant high-resolution computed tomography (HRCT) patterns. Demographic features, clinical presentation, laboratory parameters, duration of ILD, and follow-up data were analysed. …”
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An efficient method for predicting the morphology of proppant packs based on a surrogate model by Tao ZHANG, Hangyu ZHOU, Yifan ZHANG, Jianchun GUO, Haoran GOU, Tang TANG

“…These methods are still confined by limited simulation scales, time-consuming computations, and high-cost operations. In this paper, the two-fluid method was employed for numerical simulations, with a primary focus on the effects of drag, virtual mass, and lift forces on the momentum exchange between phases. …”
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An Explainable Artificial Intelligence Text Classifier for Suicidality Prediction in Youth Crisis Text Line Users: Development and Validation Study by Julia Thomas, Antonia Lucht, Jacob Segler, Richard Wundrack, Marcel Miché, Roselind Lieb, Lars Kuchinke, Gunther Meinlschmidt

“…We compared model performance against a classical word-vector-based ML model. We subsequently computed discrimination, calibration, clinical utility, and explainability information using a Shapley Additive Explanations value-based post hoc estimation model. …”
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Evaluation of in-vitro and in-silico antidiabetic potential, glucose metabolism, antioxidant, cytotoxicity and phytochemical content of Ipomoea bolusiana Schinz and Ipomoea crassip... by Garland Kgosi More, Nolitha Nkobole, Charmy Twala, Sechaba Machedi, Tebogo Amos Moswetsa, Ramakwala Christinah Chokwe

“…Furthermore, phytochemical characterization and tentative identification was performed using FTIR, 1HNMR and UHPLCOrbitrap HRMS, FTIR, whilst computational studies were also employed to determine the biochemical interaction, antidiabetic and inhibitory potential of the extracts with the α-amylase enzyme. …”
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Micro-Credit Institutions’ Services and Sustainability of Micro, Small and Medium-Scale Enterprises During Covid-19 Pandemic in Kigezi Region, South Western Uganda. by Agaba, Moses, Kaaya, Siraj, Nafiu, Lukman Abiodun

“…The sample size was computed using Yamane's sampling formulae (Yamane, 1967) and was based on a 5% level of precision. …”
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Comparative performance of microscopy, rapid diagnostic tests, and multiplex real-time PCR for detection of malaria parasites among pregnant women in northwest Ethiopia by Zemenu Tamir, Abebe Animut, Sisay Dugassa, Araya Gebresilassie, Mahlet Belachew, Adugna Abera, Berhanu Erko

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Neutrophil-to-lymphocyte ratio and short-term mortality in patients having anti-MDA5-positive dermatomyositis with interstitial lung disease: a retrospective study by Hongxia Xin, Ping He, Bin Xi, Zhaojun Wang, Han Wang, Faxuan Wang, Zhanbing Ma, Jing Xue, Yuanyuan Jia, Hourong Cai, Bi Chen, Juan Chen

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Nonlinear Association Between the Liver Fat Content and the Risk of Hyperuricemia in Prediabetic Individuals: Evidence from Cross-Sectional Health Screening Data in China by Liu A, Li X, Zhang X, Chen K, Zou Z, Sun Y, Zhou J, Li Z, Wu X, Lv X, Li H, Guo Z, Li Y

“…LFC was assessed using computed tomography. Statistical analyses included multivariate logistic regression, limited cubic spline regression models, and subgroup analyses to explore the association between LFC and hyperuricemia among individuals with pre-diabetes.Results: The prevalence of hyperuricemia among the 2,950 prediabetic individuals was observed to be 22.20%. …”
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Candidate SNP markers of changes in the expression levels of the human <i>SCN9A</i> gene as a hub gene for pain generation, perception, response and anesthesia by P. A. Dotsenko, K. A. Zolotareva, R. A. Ivanov, I. V. Chadaeva, N. L. Podkolodnyy, V. A. Ivanisenko, P. S. Demenkov, S. A. Lashin, M. P. Ponomarenko

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Teknologi Irigasi Cerdas pada Sistem Irigasi Drip dengan Algoritma Ant Colony Optimization by Abdul Haris, Nabilla Anggraini, Hengki Sikumbang

“…At the same time, the development of computing technology has entered various areas of life, including agriculture.   …”
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Differentiations in Illness Duration, Thyroid-Stimulating Hormone, Glucose and P300 Latency Between Drug-Na&iuml;ve Unipolar and Bipolar Depression: A Comparative Cross-Sectional S... by Li C, Yang L, Zhang Q, Zhang Y, Li R, Jia F, Wang L, Ma X, Yao K, Tian H, Liu Z, Zhuo C

“…Chao Li,1,2 Lei Yang,1,2 Qiuyu Zhang,1,2 Ying Zhang,1,2 Ranli Li,1,2 Feng Jia,1,2 Lina Wang,1,2 Xiaoyan Ma,1,2 Kaifang Yao,1,2 Hongjun Tian,3,&ast; Zengxun Liu,4,&ast; Chuanjun Zhuo1,2,&ast; 1Computational Biology and Animal Imaging Center (CBAC), Tianjin Anding Hospital, Nankai University Affiliated Tianjin Anding Hospital, Tianjin Medical University Affiliated Tianjin Anding Hospital, Tianjin Medical University Affiliated Tianjin Mental Health Center, Tianjin, 300222, People’s Republic of China; 2Laboratory of Psychiatric-Neuroimaging-Genetic and Co-morbidity (PNGC_Lab), Tianjin Anding Hospital, Tianjin Mental Health Center of Tianjin Medical University, Tianjin, 300222, People’s Republic of China; 3Department of Psychiatry, Tianjin Fourth Center Hospital, Nankai University Affiliated Tianjin Fourth Center Hospital, Tianjin, 300140, People’s Republic of China; 4Department of Psychiatry, Shandong Mental Health Center, Jinan, 250014, People’s Republic of China&ast;These authors contributed equally to this workCorrespondence: Chuanjun Zhuo, Tianjin Anding Hospital, Nankai University Affiliated Tianjin Anding Hospital, Tianjin Medical University Affiliated Tianjin Anding Hospital, Tianjin Medical University Affiliated Tianjin Mental Health Center, Tianjin, 300222, People’s Republic of China, Tel/Fax +86-22-24394542, Email chuanjunzhuotjmh@163.comBackground: Distinguishing bipolar depression (BD) from unipolar depression (UD) remains a major clinical challenge, especially in drug-naïve patients. …”
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Multilevel determinants of racial/ethnic disparities in severe maternal morbidity and mortality in the context of the COVID-19 pandemic in the USA: protocol for a concurrent triang... by Bankole Olatosi, Jiajia Zhang, Xiaoming Li, Chen Liang, Jihong Liu, Peiyin Hung, Shan Qiao, Berry A Campbell, Myriam E Torres, Neset Hikmet

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AEOS: Transport of Metals from Minihalos following Population III Stellar Feedback by Jennifer Mead, Kaley Brauer, Greg L. Bryan, Mordecai-Mark Mac Low, Alexander P. Ji, John H. Wise, Andrew Emerick, Eric P. Andersson, Anna Frebel, Benoit Côté

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