Modeling and computing experiment in the problem of predicting the per capita monetary income of the population based on the methods of correlation and regression analysis by Angelina Vladimirovna Vaskina, Victoria Igorevna Naats

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Financial Distress Prediction Analysis at PT Garuda Indonesia Tbk for 2020-2023 Using the Grover, Taffler and Springate Methods by Fayza Safira Hasanah, Ananda Putri Hasanah, Erwin Budianto

“…This study aims to evaluate the potential financial distress of PT Garuda Indonesia Tbk during the period 2020-2023 using three prediction models: Grover, Taffler, and Springate. …”
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Predicting Win-Loss outcomes in MLB regular season games – A comparative study using data mining methods by Soto Valero C.

“…In this paper, we employ sabermetrics statistics with the purpose of assessing the predictive capabilities of four data mining methods (classification and regression based) for predicting outcomes (win or loss) in MLB regular season games. …”
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Predicting COVID-19 severity in pediatric patients using machine learning: a comparative analysis of algorithms and ensemble methods by Babak Pourakbari, Setareh Mamishi, Sepideh Keshavarz Valian, Shima Mahmoudi, Reihaneh Hosseinpour Sadeghi, Mohammad Reza Abdolsalehi, Mahmoud Khodabandeh, Mohammad Farahmand

“…This study evaluates the performance of machine learning algorithms in predicting disease severity among pediatrics. …”
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Regression machine learning methods for isolation prediction and massive gain broadband MIMO antenna design for 28 GHz applications by Md.Ashraful Haque, Redwan A. Ananta, Jun-Jiat Tiang, Mouaaz Nahas, Md Afzalur Rahman, Narinderjit Singh Sawaran Singh

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Risk prediction tools for pressure injury occurrence: an umbrella review of systematic reviews reporting model development and validation methods by Bethany Hillier, Katie Scandrett, April Coombe, Tina Hernandez-Boussard, Ewout Steyerberg, Yemisi Takwoingi, Vladica Velickovic, Jacqueline Dinnes

“…Our objectives were to identify and describe available risk prediction tools for PI occurrence, their content and the development and validation methods used. …”
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Prediction of the Released Mechanical Energy of Loaded Lap Shear Joints by Acoustic Emission Measurements by Thomas Wolfsgruber, Martin Schagerl, Christoph Kralovec

“…The interfaces between two different materials are prone to damage and, therefore, the Structural Health Monitoring (SHM) of these areas is of interest. A new method for the damage evaluation of joints is developed and validated. …”
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Interval Prediction of the Proportion of Dominant Wound Pathogens in the Etiological Structure of Wound Infections and Evaluation of the Potential Effectiveness of Antimicrobial Ag... by S. G. Fominykh, A. I. Danilov, V. N. Gonnoshenko, E. V. Kalchenko

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Safety Prediction Using Vehicle Safety Evaluation Model Passing on Long-Span Bridge with Fully Connected Neural Network by Yang Yang, Lin Yang, Bo Wu, Gang Yao, Hang Li, Soltys Robert

“…Twenty-nine models have been compared and analyzed by using hidden layer, initial learning rate, batch size, activation function, and optimization method. It is found that the 4-15-15-4 model occupies a preferable prediction performance, and it can provide a kind of utility for traffic control and reduce the probability of vehicle accidents on the bridge.…”
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Predicting 1-year mortality among patients with decompensated cirrhosis: results of a multicentre evaluation of the Bristol Prognostic Score by John F Dillon, Stephen Barclay, Fiona Finlay, Kathleen Clare, Asma Ahmed, Sarah Pauline Bowers, Louise Hagerty, Kirsty McColl, Eva Smith, Alana Brown-Kerr

“…This study retrospectively evaluated the BPS in a cohort of patients admitted to three Scottish hospitals.Method Routinely collated healthcare data were used to obtain demographics, BPS and analyse 1-year mortality for patients with decompensated liver disease admitted to three gastroenterology units over two 90-day periods. …”
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Durability Probabilistic Evaluation of RC Structures Subjected to Chloride Ion by Han Seung Lee, Mohamed Ismail, Mohd Warid Hussin

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Methodology for Evaluating Collision Avoidance Maneuvers Using Aerodynamic Control by Desiree González Rodríguez, Pedro Orgeira-Crespo, Jose M. Nuñez-Ortuño, Fernando Aguado-Agelet

“…Compared to constant-drag models, the panel method offers more accurate, orientation-dependent predictions. …”
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Smart grid forecasting method based on data preprocessing and Bi-LSTM by LI Yan, LIU Xinyue, QIAO Junjie, WANG Maotao, LIU Yifan, QI Leijie

“…In Bi-LSTM-DP, the acquired data first fills in the missing values by mean, then denoises the data based on the Savitzky-Golay filter, and finally uses Bi-LSTM to extract time series information to achieve short-term predictions. In order to evaluate the performance of the proposed method, the measured public data sets are used to predict the wind power generation capacity and load demand respectively, and the comparison with other reference methods shows the effectiveness and robustness of the proposed method.…”
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Comprehensive evaluation of tumor response better evaluates the efficacy of neoadjuvant chemotherapy and predicts the prognosis in gastric cancer - a post hoc analysis of a single-... by Xuejun Gan, Yongning Jia, Fei Shan, Xiangji Ying, Shuangxi Li, Yan Zhang, Fei Pang, Ziyu Li

“…Significant differences in overall survival (OS) and recurrence-free survival (RFS) were observed between responders and non-responders distinguished by the comprehensive evaluation method. Conclusions The combination of CT-thickness, TRG, and TMs could be used to construct a pragmatic NACT efficacy evaluation method with both high sensitivity and specificity, which could facilitate clinical decision-making, NACT-related clinical research conduction, and efficacy predictive biomarker exploration.…”
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Developing an HIV-specific falls risk prediction model with a novel clinical index: a systematic review and meta-analysis method by Sam Chidi Ibeneme, Eunice Odoh, Nweke Martins, Georgian Chiaka Ibeneme

“…Evidence quality and bias were assessed using the Grading of Recommendations Assessment, Development, and Evaluation (GRADE) and the Mixed Method Appraisal Tool (MMAT), respectively. …”
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Prediction of Pathologic Response in Unresectable Hepatocellular Carcinoma After Downstaging with Locoregional and Systemic Combination Therapy by Yang C, Chen Y, Sheng L, Wang Y, Zhang X, Yang Y, Ronot M, Jiang H, Song B

“…Integration of mRECIST with AFP or PIVKA-II responses allowed for accurate prediction of MPR and could support decision-making on subsequent curative-intent treatment.Keywords: hepatocellular carcinoma, chemoembolization therapeutic, systemic therapy, pathologic response, response evaluation criteria in solid tumors…”
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A Proof-of-Concept for Safety Evaluation of Inhalation Exposure to Known Respiratory Irritants Using In Vitro and In Silico Methods by Nikaeta Sadekar, Holger Peter Behrsing, Tanja Hansen, Vivek Patel, Hazel Paulo, Alex Rae, Detlef Ritter, Katharina Schwarz, Anne Marie Api

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Evaluating Different Methods for the Estimation of Bare Soil Surface Reflectance Using Multispectral Satellite Image Time Series by E. Sofikiti, V. Tsironis, K. Karantzalos

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Evaluation of a Candida Antigen Detection Method (Cand-Tec): Experience from a University Teaching Hospital by Todd J Anderson, Heather E Bryant, Deirdre L Church

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Evaluation of predictive value and changes of 99mTc-MIBI clearance and myocardial perfusion in patients with heart failure and indications for cardiac resynchronization therapy by A. I. Mishkina, T. A. Atabekov, A. S. Platonov, S. I. Sazonova, R. E. Batalov, K. V. Zavadovsky

“…To study the significance of 99mTc-MIBI washout rate as a scintigraphic marker of mitochondrial dysfunction in predicting the effectiveness of cardiac resynchronization therapy (CRT), and to evaluate the long-term effect of CRT on 99mTc-MIBI clearance and myocardial perfusion.Material and methods. …”
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