Current scenario of machine learning applications to hydrothermal liquefaction via bibliometric analysis [version 3; peer review: 1 approved, 2 approved with reservations, 1 not ap... by Nakorn Tippayawong, Sakprayut Sinthupinyo, Somboon Sukpancharoen, Tossapon Katongtung

“…These models aim to predict values and investigate the impact of variables on the hydrothermal liquefaction process. …”
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Calculation analysis and design on flexural capacity of partially encased steel–concrete composite beam with web opening by Jun Wan, Caisen Wang, Jiongfeng Liang, Hongzhi Su

“…By comparing the predicted values with the tested values, it was found that the prediction error of the model was within 10%. …”
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Prediction Method of Air Braking Force of Heavy Load Train Based on Fuzzy Logic-based Neural Network by SHI Ke, ZHANG Zhengfang, BAI Jinglei, JIANG Jie

“…Finally, according to the current data and the corresponding prediction rules, predicted value of air braking force is output. By processing the data, this method can get rid of the dependence on traditional air braking model, avoid coupling analysis between charging and discharging time and decompression process, and can get air braking force prediction value more accurately. …”
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A spatial clustering-based approach to design monitoring networks of infectious diseases: a case study of hand, foot, and mouth disease by Shuting Li, Yuanhua Liu, Ke Li, Zengliang Wang, Michael P. Ward, Wei Tu, Jiayao Xu, Rui Yuan, Lele Zhang, Na Wang, Jidan Zhang, Yu Zhao, Henry S. Lynn, Zhaorui Chang, Zhijie Zhang

“…Results The optimal sample size was determined to be 103. Overall, the predicted values for each city significantly correlated with the true values (r = 0.81, P < 0.001). …”
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Contribution of hydrogeological, well logs and machine learning in predicting the aquifer hydraulic properties in arid regions: a case study of Nubian Sandstone aquifer, Farafra Oa... by Ahmed Nosair, Muhammad Nabih, Ahmed Bakry

“…The RF model demonstrated superior accuracy, with predicted values of T and K being 113.11 m2/h and 0.2271 m/h in well W-6, and 104.15 m2/h and 0.1867 m/h in well W-8, respectively. …”
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Computed Tomography–based Measurement of Herniated Orbital Volume Following Acute Orbital Fractures by Erina Kawabata, MD, Takashi Nuri, MD, PhD, Tatsuya Ichida, MD, Koichi Ueda, MD, PhD

“…The optimal AVhe cutoff value was 1.013 mL in the OF group (positive and negative predictive values, 96.3% and 66.7%, respectively; area under the curve, 0.925) and 1.13 mL in the MW group (positive and negative predictive values, 90.0% and 69.2%, respectively; area under the curve, 0.956). …”
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Diagnostic Value of Faecal M2PK and FIT in Colorectal Cancer Screening by Farahnaz Joukar, Mohammad Saghafi, Sara Yeganeh, Soheil Hassanipour, Fariborz Mansour-Ghanaei

“…The sensitivity, specificity, positive and negative predictive values of M2PK were 72.6%, 87.18%, 82.1%, and 79.7%, respectively. …”
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Predictive modelling of whole-body vibration transmission through strategic locations of human body using artificial neural networks by Ali Murtoja Shaikh, Bibhuti Bhusan Mandal

“…The study also compared the model-predicted values to the actual values using four unseen datasets, which were reserved for evaluating the model's generalization performance. …”
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Correlation of structure and function in glaucoma by Maria Joanna Rodriguez-Chan, MD, Patricia M. Khu,MD,MS, Ma. Margarita L. Luna, MD, Manuel B. Agulto, MD

“…Sensitivities, specificities, and predictive values were obtained for each diagnostic test and in combination. …”
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Ornamental Teaching Gardens: Design, Development, and Use by Sandra B. Wilson, Tara M. Minton, Laurie K. Mecca, Judith Gersony

“… The teaching gardens at the University of Florida's (UF) Indian River Research and Education Center (IRREC) were developed as an outdoor teaching laboratory to provide on-site plant collections for hands-on learning activities. The educational value of the gardens is witnessed daily by demonstrated landscape design principles and visible plant nomenclature. …”
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Ornamental Teaching Gardens: Design, Development, and Use by Sandra B. Wilson, Tara M. Minton, Laurie K. Mecca, Judith Gersony

“… The teaching gardens at the University of Florida's (UF) Indian River Research and Education Center (IRREC) were developed as an outdoor teaching laboratory to provide on-site plant collections for hands-on learning activities. The educational value of the gardens is witnessed daily by demonstrated landscape design principles and visible plant nomenclature. …”
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Detection of primary malignancy and metastases with FDG PET/CT in patients with cholangiocarcinomas: Lesion-based comparison with contrast enhanced CT by Youssef Elias, Aladin Mariano, Yang Lu

“…On a lesion-based analysis, the sensitivities, specificities, positive predictive values (PPVs), negative predictive values (NPVs), and accuracies of PET/CT and CECT for detection of CCA were 96.5%, 55.5%, 97.2%, 50.0%, 94.1% and 62.2%, 66.7%, 96.7%, 10.0%, 62.5%, respectively. …”
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Diagnostic performance of two rapid tests for syphilis screening in people living with HIV in Cali, Colombia. by Jonny Alejandro García Luna, Nelson Romero-Rosas, Sebastian Alejandro Silva Peña, Oscar Javier Oviedo Sarmiento, Ximena Galindo Orrego, William Lenis Quintero, Luisa Consuelo Perea, Ernesto Martínez Buitrago, Lyda Osorio, Juan Carlos Salazar, Adrian D Smith, Neal Alexander

“…Sensitivity and specificity, predictive values and likelihood ratios (LR) of RDTs were estimated with their corresponding 95% confidence interval (95% CI). …”
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The management of adults and children with moderate severity asthma by P.M. Jeena

“…Moderate severity asthma occurs in approximately 10 to 15% of patients with chronic reversible airway obstruction and is defined by more than four daytime symptoms per week, more than four night time symptoms per month and peak expiratory flow rates of between 60 and 80% of predicted values. Currently recommended first line chronic maintenance treatment for children and adults for moderate severity asthma is the use of combination therapy of inhaled corticosteroids and long acting beta-2 agonists. …”
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INTERVAL FORECAST OF DEGRADATION OF ELECTRICAL PARAMETER FOR ELECTRONIC DEVICES by S. M. Baravikou

“…In particular cases parameter's true value deviation for a new instance can differ noticeably from the predicted values. For practical problems of ED gradual failures forecasting for future developments it's important to have interval forecast of functional parameter. …”
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COMPUTER BUSINESS SIMULATION AS AN INTERACTIVE FOREIGN LANGUAGE TEACHING TOOL: POTENTIAL FOR APPLICATION IN A HIGHER EDUCATION CURRICULUM by N. Moskovskaya, E. Perova

“…The implementation of some popular educational computer business-simulations is outlined and their educational value in a university setting is discussed. …”
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Perceptions of the use of a 3D-printed manufactured educational simulator for incisions and sutures by Yasmine Smail, Frenette Codjia, Jean-Pierre Attal, Hechenberger Alexander., Philippe François, Anne-Laure Ejeil

“…In this study, we evaluate a novel 3D-printed simulator produced with Polyjet technology for incision and suture training and compare its educational value to that of animal models. Methods A total of 69 participants—27 undergraduate students, 19 postgraduate students and 23 expert oral surgeons— tested 30 identical simulators at Paris-Cité University. …”
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Educational board game for training dental and dental hygiene students in patient safety issues by Ju-Hui Wu, Pei-Hung Su, Hsiu-Yueh Wu, Yu-Mei Hsin, Chia-Hua Lin, Chen-Yi Lee

“…This study used an originally designed board game to train dental and dental hygiene students in patient safety, investigating the educational value of game-based learning. Methods A quasi-experimental pretest–posttest design with three groups of students was adopted (two classes of dental hygiene students and one of dental students). …”
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Parameter analysis of vibratory energy flow in a hermetic compressor by statistical energy analysis by W. A. Barbosa, A. Lenzi, P.H. T. Zaninin

“…Shell and body vibratory energies have been measured at a standard operation condition, and the coupling loss factor thus obtained agreed well with predicted values calculated from impedance data. Several parameters, such as body and shell impedance, spring and shell loss factor, and model of the spring (tension and compression) were varied and their effects upon the compressor noise analyzed. …”
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Which Radiographic Measurements Best Predict Contralateral Slip in Patients Who Undergo Pinning for Unilateral Slipped Capital Femoral Epiphysis? by Eduardo N. Novais, MD, Timothy Borden, MD, Thierry Pauyo, MD, Mariana G. Ferrer, Patricia Miller, MS, Maranho Daniel, MD

“…Sensitivity, specificity, and predictive values were also determined using literature-based cutoffs for the angles (tilt angle >10°, Billings >12°, PSA >14°, Southwick >12°). …”
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