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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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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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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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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Florida's Citrus Canker Eradication Program (CCEP): Benefit-Cost Analysis by Marisa L. Zansler, Thomas H. Spreen, Ronald P. Muraro

“…A benefit-cost analysis of the CCEP in Florida is developed using the predicted values of the benefits and the costs associated with the policy. …”
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Unilateral biportal endoscopy versus percutaneous endoscopic lumbar discectomy for lumbar disc herniation: a comparative study of clinical efficacy and radiological outcomes by Dongyue Li, Luming Tao, Xinuo Zhang, Qingjun Su, Bo Yin

“…Clinical parameters, including age, gender, BMI, length of hospital stay, operative time, intraoperative fluoroscopy frequency, intraoperative blood loss, pre- and postoperative hemoglobin (HGB) reduction values, follow-up duration, and postoperative complications, were recorded for both groups. …”
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Evaluation value of serum SP⁃D，CCL25 and pulmonary vascular resistance index on the degree of lung injury and prognosis in traumatic wet lung by LIU Yajian，HU Zhuosi，CAO Xuexia，ZHAO Lianlian，LIU Junjuan，QIN Yanjun

“…Conclusion PVRI，serum SP⁃D，and CCL25 are significantly associated with the severity of lung injury in severe chest trauma complicated with TWL and hold high predictive values for both lung injury severity and prognosis. …”
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Validating adverse events in administrative healthcare data in ireland: a retrospective chart review study by Anna Connolly, Maria Unbeck, Fiachra Bane, Kasia Bail, Margaret Craig, Anne Matthews, Anthony Staines, Marcia Kirwan

“…Compared with chart review data, the overall sensitivity of the administrative data was low, and the specificity was high. The positive predictive values varied, and the negative predictive values were generally high. …”
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MTAD-TF: Multivariate Time Series Anomaly Detection Using the Combination of Temporal Pattern and Feature Pattern by Q. He, Y. J. Zheng, C.L. Zhang, H. Y. Wang

“…The threshold selection part uses the root mean square error between the predicted value and the actual value to perform extreme value analysis to obtain the threshold. …”
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Modeling and Designing Acoustical Conditions of the Interior – Case Study by Bożena KOSTEK, Sebastian LASKOWSKI, Karolina MIZGIER

“…Then, the comparison between measured and predicted values using the ODEON program is shown. Collected data indicate a long reverberation time which results in poor speech intelligibility. …”
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The Degradation Process Modeling and Shelf Life Prediction of Drug by ZHOU Zhen, LI Han-bin, QI Jia, MA De-zhong

“…To solve the problem of individual difference in the same batch cannot be considered during the traditional degradation process modeling, an effective method is proposed to fuse priori degenerate data with site degraded data which can predict shelf life for the monolithic drug and new drugs Determining the distribution of model parameters based on prior information, fusion of field data to update parameters by Bayes On this basis, predict the shelf life of the monolithic drug The results show that the No5 loaded and bottled drugs’ shelf life predicted values are 4395 and 4747 weeks The relative errors are 0043 and 0051 And the feasibility of fusing degradation data to predict the shelf life of the monolithic drug and new drugs is verified…”
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