Facilitating automated fact-checking: a machine learning based weighted ensemble technique for claim detection by Md. Rashadur Rahman, Rezaul Karim, Mohammad Shamsul Arefin, Pranab Kumar Dhar, Gahangir Hossain, Tetsuya Shimamura

“…An annotated text dataset comprising 5010 sentences sourced from various online platforms, including several online fact-checking sites, was developed. To determine the optimal model and feature representation for claim detection, various machine learning algorithms were evaluated using BoW, TF-IDF, Word2Vec, and FastText features. …”
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Engineering and design of a COF-coated probe for the detection and removal of flumequine and enrofloxacin antibiotics in foodstuffs: a molecular dynamics simulation approach by Alireza Nakhaei, Heidar Raissi, Maryam Alaei, Farzaneh Farzad

“…Abstract Optimal nutrition is crucial for overall health and disease prevention. …”
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Impact of coronary bifurcation angle on the pathogenesis of atherosclerosis and clinical outcome of coronary bifurcation intervention-A scoping review. by Yoshinobu Murasato, Kyohei Meno, Takahiro Mori, Katsuhiko Tanenaka

“…<h4>Implications of key findings</h4>Assessment of the BA is necessary to predict the effect of bifurcation intervention procedure on the stent configuration and coronary flow at the bifurcated vessels. This will help to optimize stent selection and the stenting technique.…”
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Diagnostics of anemia and iron deficiency in patients with chronic heart failure by O.O. Khanyukov, L.A. Pesotskaya, L.V. Sapozhnychenko, O.O. Pampukha

“…Also the practical recommendations indicate that the assessment of iron deficiency is also carried out in patients with already confirmed CHF, especially if the symptoms of HF persist against the background of optimal treatment of the underlying disease, which necessitates knowledge of the diagnosis of anemia and iron deficiency in patients with CHF. …”
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Comparative analysis of finishing and polishing procedures on gloss and color stability in bioactive dental resin composites by Fatin A Hasanain, Alaa Turkistani

“…This work highlights the importance of understanding the effect of polishing systems on dental resin composites for optimal aesthetic outcomes. Despite the obvious benefits of bioactivity in both Beautifil Flow Plus F00 and Activa Presto, their performance regarding both color stability and gloss retention was lower than the inert Z250 XT. …”
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Enhancing nutrient intake, egg production, and egg quality by fermented Leucaena leucocephala leaf meal in a diet of laying quail by Merry Muspita Dyah Utami, Abigeil Akbar

“…Conclusion: Incorporating FLM into the diets of laying quails effectively enhances nutrient utilization and improves egg production and quality without increasing feed intake. The optimal inclusion level for maximizing benefits appears to be 4-8% FLM.…”
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Multistage identification method for real-time abnormal events of streaming data by Hao Luo, Kexin Sun, Junlu Wang, Chengfeng Liu, Linlin Ding, Baoyan Song

“…Finally, this article proposes a multistage identification mechanism based on the sliding window matching strategy and the characteristics of the waveforms of coal mine disasters, adjusting the early warning level according to the identification extent of the disaster signal, which increases the early warning level gradually with the successful result of the matching of 1/ N size of the template, and the piecewise aggregate approximation method is used to optimize the calculation process. Experimental results show that the method proposed in this article is more accurate and be used in real time.…”
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Cross-sectional patient survey of biological medicine users in Finland to investigate the types of guidance needed by patients in order to carry out their treatment successfully by Tuire Prami, Mari Pölkki

“…At treatment initiation, the optimal types of guidance were face-to-face instruction, hands-on practice with injecting the medicine, using the administration device and information on adverse effects. …”
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Timing of mechanical circulatory support in acute myocardial infarction complicated by cardiogenic shock: A systematic review and meta-analysis by Tanawat Attachaipanich, Suthinee Attachaipanich, Kotchakorn Kaewboot

“…Mechanical circulatory support (MCS) has been increasingly used; however, the optimal timing for MCS insertion remains uncertain. …”
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A novel machine learning-based immune prognostic signature for improving clinical outcomes and guiding therapy in colorectal cancer: an integrated bioinformatics and experimental s... by Yuanchun Zhao, Dexu Xun, Jiajia Chen, Xin Qi

“…Considering the high incidence and mortality of colorectal cancer (CRC), in this study, an integrated machine learning survival framework incorporating 93 different algorithmic combinations was utilized to determine the optimal strategy for developing an immune-related prognostic signature (IRPS) based on the average C-index across the four CRC cohorts. …”
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SOLARIS project: a portable 3D-printed bioaerosol sampler for environmental bacterial collection by Pedro Henrique Dobroes Fonseca, Filipe Miguel Borgas Henriques Duarte, Frederico Silva de Sousa Alves, Jose Alberto de Jesus Borges, Susana Isabel Pinheiro Cardoso, Vania Cristina Henriques Silverio, Wilson David Talhao Antunes

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Quantitative Analysis of Retinal Microvascular Perfusion and Novel Biomarkers of the Treatment Response in Diabetic Macular Edema by Young Gun Park, Young-Hoon Park

“…Retinal microvascular parameters could predict the treatment response in DME and help optimize clinical outcomes.…”
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Intralesional steroid injection in keloid ear — a prospective observational study by Vinod Bangalore Narayanaswamy, Tejaswini H, Saritha H M, Udayabhanu H N, Nagarathna H K

“…While various treatment options are available, their outcomes and recurrence rates vary, highlighting the need for individualized and optimal management strategies. Our study aimed to observe the combined effect of intralesional triamcinolone with hyaluronidase on keloid regression. …”
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Associations of maternal emotional intelligence and coping strategies with diabetes management in adolescents with type 1 diabetes by Dovilė Zaleckytė, Jolanta Žilinskienė

“…Results: Mothers of adolescents with optimal diabetes control exhibited significantly higher scores in the so[1]ciability dimension of emotional intelligence compared to those whose children had suboptimal diabetes control (p = 0.029). …”
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Thermodynamic, economic, and environmental evaluation of internal combustion engine exhaust gas-driven Organic Rankine cycles for power generation and desalination by Mohammad Waqas Chandio, Laveet Kumar, Abdul Ghafoor Memon, Mohamed M. Awad

“…Moreover, the maximum net power output, energy efficiency, energy and exergy efficiencies, rate of exergy destruction, working fluid mass flow rate, and distillate flow rate obtained from theregenerative ORC(RORC) were evaluated as 200.9 kW, 15.06 %, 20.16, 730.3 kW, 5.642 kg/s, and 20.21 m³/h, respectively. The optimal payback period is indicated by BORC, calculated to be 2.87 years. …”
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CAPABILITIES OF APPLYING VISIBLE LIGHT RAYS IN THE SYSTEMS OF HIDDEN INFORMATION TRANSMITTING by I. V. Pyslar, V. V. Brailovsky, M. G. Rozhdestvenska, M. M. Ivanchuk

“…In the paper we represented experimental frequency dependence of the power of light pulses which are invisible for human eye at BL preset level.To eliminate the influence of distracting and masking factors (for example, BL pulsations) we offer to choose LED matrixes powered by stabilized adjustable DC power supply unit as an optimal BL source. Based on experimental data about current and temperature dependences of light stream power and LED matrix radiation spectra we developed a method of assignment of BL level by changing LED current. …”
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Research on Feature Extracted Method for Flutter Test Based on EMD and CNN by Hua Zheng, Zhenglong Wu, Shiqiang Duan, Jiangtao Zhou

“…The CNN parameters are optimized though the training dataset, and the trained model is validated through the test dataset (i.e., cross-validation). …”
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The effect of Shirodhara on essential hypertension: Systematic review and meta-analysis by Meenakshi Khapre, Dhanlika Dhanlika, Sriloy Mohanty, Amrita Mehndiratta

“…Larger, well-designed research is needed to prove Shirodhara’s effectiveness in hypertension management and optimize therapy methods.…”
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KAPABILITAS DINAS TENAGA KERJA DALAM MENGATASI MASALAH KETENAGAKERJAAN DI KABUPATEN SIDOARJO by Betania Anggi Prafika, Arimurti Kriswibowo

“…Less than optimal absorption of labour can affect the occurrence of the unemployment phenomenon. …”
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Identification of Inequities in Green Visibility and Ways to Increase Greenery in Neighborhoods: A Case Study of Wuhan, China by Xiaohua Guo, Chang Liu, Shibo Bi, Yuling Tang

“…Identifying the causes of changes in green equity and developing strategies to improve urban greening are crucial for optimizing resource allocation and alleviating social inequalities. …”
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