Support Vector Machine – Recursive Feature Elimination for Feature Selection on Multi-omics Lung Cancer Data by Nuraina Syaza Azman, Azurah A Samah, Ji Tong Lin, Hairudin Abdul Majid, Zuraini Ali Shah, Nies Hui Wen, Chan Weng Howe

“…Additionally, 1000 and 4000 are the two most optimal feature subsets selected by the SVM-RFE algorithm. …”
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Mechanical Response and Control Measures of Pile Foundations under Close-Range Shield Tunneling in Water-Rich Sandy Pebble Strata by Yanpeng Du, Peng Zhang, Jiabing Zhang

“…Based on the mechanical response of the pile foundation, control measures such as ground pregrouting with sleeve valve pipes and semicircular grouting inside the tunnel are proposed. Optimized reinforcement parameters are obtained through three-dimensional numerical simulation, resulting in an 80% reduction in horizontal displacement, an 80.5% reduction in vertical displacement, a 70% reduction in pile axial force, and a 67% reduction in pile bending moment under the optimal reinforcement conditions. …”
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Clinical analysis of different intestinal reconstruction methods after primary cytoreductive surgery combined with rectal resection for advanced ovarian cancer by Huimin Wang, Xiaocen Li, Ying Jiang, Jinxin Chen, Rong Cao, Jingru Zhang

“…For patients with good intraoperative and postoperative outcomes, one anastomosis, an anastomosis located above the peritoneal reflection, low PCI or optimal cytoreductive surgery, intestinal anastomosis can be carried out to restore the normal physiological function of the intestine. …”
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Rapid Screening for Flavone C-Glycosides in the Leaves of Different Species of Bamboo and Simultaneous Quantitation of Four Marker Compounds by HPLC-UV/DAD by Jin Wang, Yong-de Yue, Hao Jiang, Feng Tang

“…The optimized HPLC method proved to be linear in the concentration range tested (0.2–100 μg/mL, r2≥0.9997), precise (RSD≤1.56%), and accurate (88–106%). …”
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English Teaching Achievement Prediction by Big Data Analysis under Deep Intervention by Junfang Guo

“…Appropriate data analysis technology can make people use the online degree education, obtain the data and information generated in the learning management system, and provide a useful decision basis for optimizing the teaching and management process of online degree education. …”
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An EPQ inventory model with Weibull distribution, dynamic time-dependent holding cost under various demand pattern using Maclaurin series approximations by Gopal Kumar Gupta, Atma Nand, N. S. Chauhan, Shivanand

“…Abstract In this research study we present an advanced adaption of the economic and efficient optimized production model by integrating Weibull-distributed progressive degradation, dynamic holding costs, fluctuating demand, and strong strategies for effectively managing shortages and backlogs. …”
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Development and Characterization of a New Solid Polymer Electrolyte for Supercapacitor Device by Theodore Azemtsop Manfo

“…The linear speed voltammetry (LSV) test shows that the optimized polymer electrolyte can withstand decomposition up to 2.5 V. …”
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Adjuvant Chemotherapy in Patients with Low-Risk Epithelial Ovarian Cancer: A Taiwanese Cohort Study by Yuan-Ting C. Lo, Hsiu-Ying Ku, Cheng-Shyong Chang, Hui-Ju Ch’ang, Chih-Ming Ho, Tsang-Wu Liu, Shih-Min Lin

“…Conclusion: Adjuvant chemotherapy did not improve the prognosis of patients with low to intermediate-risk EOC and optimal/nonoptimal surgery. This result should be considered in clinical practice.…”
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Advancements in Predictive Analytics: Machine Learning Approaches to Estimating Length of Stay and Mortality in Sepsis by Houssem Ben Khalfallah, Mariem Jelassi, Jacques Demongeot, Narjès Bellamine Ben Saoud

“…The accurate prediction of clinical outcomes, such as mortality and length of stay (LOS), is critical for optimizing hospital resource allocation and improving patient management. …”
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Formulation of unavailable diagnostic haptens for the detection of contact allergy to topical medications in the Polish Baseline Series by Radosław Śpiewak, Aldona Maciejewska, Krzysztof Niwiński

“…Ready-made medicinal products are not an optimal replacement due to relevant differences in concentrations as well as the mode of application when comparing with the diagnostic use. …”
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Evaluation of surgical treatment of gout-A retrospective study on 28 cases with tophi. by Ting Zhang, Bin Yang, Xiaohong Xu, Zengfang Zhang, Zhenglun Pan

“…<h4>Introduction</h4>The efficacy, safety, optimal timing, and urate-lowering effects of surgical interventions in gout management remain poorly understood. …”
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Honeycomb-spiderweb-inspired self-similar hybrid cellular structures for impact applications by K. Tewari, M.K. Pandit, M.M. Mahapatra, P.R. Budarapu

“…The energy absorption is enhanced by optimizing the geometry and topology for a given mass. …”
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Antioxidants and Cognitive-Behavioral Therapy in Patients with Functional Dyspepsia by T. V. Sapozhnikova, S. A. Parfenov, T. E. Yesina, K. V. Sapozhnikov, A. N. Smirnov, A. A. Paulov, D. M. Rizakhanov, O. A. Rizakhanova

“…Of the total group, 74 patients had an optimal response to the inclusion of an antioxidant and psychotherapy in the treatment regimen (increased quality of life and reduced anxiety) and 38 patients had the insignificant response. …”
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Effect of Nitrogen-Doped Carbon Dots (NCDs) on the Characteristics of NCD/MIL-53(Fe) Composite and Its Photocatalytic Performance for Methylene Blue Degradation under Visible Light by Ngoc Tue Nguyen, Xuan Truong Nguyen, Duc-Trung Nguyen, Hong Minh Tran, Thi May Nguyen, Thuong Quang Tran

“…It was showed that the introduction of a certain amount of NCDs would affect characteristic features and improve the photocatalytic performance of final products. The optimal doping content of NCDs in NCD/MIL-53(Fe) composite was determined. …”
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Anticoagulation Management During ECMO: Narrative Review by Jaromir Vajter, Oksana Volod

“…Standardized protocols and further research are essential for optimizing care in this high-risk population.…”
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ANALISIS PELAKSANAAN SASARAN KESELAMATAN PASIEN DI RAWAT INAP RUMAH SAKIT UMUM DAERAH PADANG PARIAMAN by Reno Afriza Neri, Yuniar Lestari, Husna Yetti

“…Kepatuhan petugas dalam pelaksanaan sasaran keselamatan pasien belum optimal, nilai rata-rata capaian 73,4% (standar 100%). …”
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A Comparative Study of Material and Structural Configurations in Piezoelectric Energy Harvesting by Fahmidul Huq Syed, Li Wah Thong, Mirza Farrukh Baig, Yee Kit Chan, M. N. Ervina Efzan

“…Load resistance analysis also indicated optimal energy harvesting in the range of 104 Ω to 105Ω. …”
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Dynamics of Cropland Non-Agriculturalization in Shaanxi Province of China and Its Attribution Using a Machine Learning Approach by Huiting Yan, Hao Chen, Fei Wang, Linjing Qiu

“…These findings highlight the pronounced regional disparities in CLNA across SP, driven by a complex interplay of multiple factors, underscoring the urgent need to implement water-saving agricultural practices and optimize rural land-use planning to maintain the dynamic balance of cropland and ensure food security in the region.…”
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Bioinsecticide Production from Cigarette Wastes by Badhane Gudeta, Solomon K, M. Venkata Ratnam

“…The ideal crude extract yield and nicotine content were 17.75 and 3.26%, respectively, at the optimal conditions of temperature 60°C, time 4 hrs, and NaOH concentration 2.83 M with desirability of 0.832. …”
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Method of obtaining and storing hyperimmune anthrax serum by S. V. Ivanova, L. A. Melnikova, A. P. Rodionov, V. V. Evstifeev

“…For long-term storage of the serum produced, the freeze-drying modes were optimized, giving 2% residual moisture content of the finished product. …”
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