Towards arbitrary QUBO optimization: analysis of classical and quantum-activated feedforward neural networks by Chia-Tso Lai, Carsten Blank, Peter Schmelcher, Rick Mukherjee

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THE DEVELOPMENT OF METHOD FOR MINT AND TURMERIC ESSENTIAL OILS IDENTIFICATION AND QUANTITATIVE ANALYSIS IN COMPLEX DRUG by O. G. Smalyuh

“…Anassay criterion studied capsules, menthol content of 2.0 mg to 4.5 mg turmerics, content of 2.0 mg to 5.0 mg, based on the average weight of the contents of the capsule.…”
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An exploratory cross-national analysis of the childhood predictors of inner peace in the Global Flourishing Study by Tim Lomas, R. Noah Padgett, James L. Ritchie-Dunham, Matthew T. Lee, James O. Pawelski, Koichiro Shiba, Byron R. Johnson, Tyler J. VanderWeele

“…This exploratory paper looks at 13 childhood predictors of peace, using random effects meta-analysis to aggregate all findings, focusing on three research questions. …”
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Comparative analysis of predictive significance of neuroimaging parameters in patients with spontaneous supratentorial intracerebral hemorrhage by A. A. Kuznietsov

“…Intracerebral hemorrhage volume (ICHV), average midline shift (AMS) and intraventricular hemorrhage volume (IVHV) were detected. …”
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Face Recognition Based on Coarse Sub-bands of Contourlet Transformation and Principal Component Analysis by Elham Hashemi Shad, Sedigheh Ghofrani

“…In this paper, a face recognition system, by using Contourlet transform (CT) as a two dimensional discrete transform and principal component analysis (PCA) as a sub-space method to form the feature vectors, is implemented. …”
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Temporal and Quantitative Analysis of Aortic Immunopathologies in Elastase-Induced Mouse Abdominal Aortic Aneurysms by Kangli Tian, Congcong Xia, Haole Liu, Boyu Xu, Panpan Wei, Weilai Fu, Ming Lu, Yankui Li, Yafeng Li, Daxin Cheng, Enqi Liu, Sihai Zhao

“…Average aortic diameters did not differ between days 14 and 28. …”
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Progress and trends on machine learning in proteomics during 1997-2024: a bibliometric analysis by Chao Tan, Hao Liu, Zhen Zhang, Xinyu Liu, Yinquan Ai, Xiumin Wu, Enlin Jian, Yongyan Song, Jin Yang

“…This study addresses this gap by conducting the first large-scale bibliometric analysis focused exclusively on ML-driven proteomics, aiming to elucidate its knowledge structure, development trajectory, and emerging research trends.MethodsA total of 5,156 publications from the Web of Science Core Collection (1997–2024) were retrieved and analyzed. …”
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Bibliometric analysis of the intestinal microbiota and demyelinating diseases, particularly multiple sclerosis, since 2014 by Ling Chen, Le-Le Wu, Chang-Yin Yu, Zu-Cai Xu, Hao Huang

“…In addition, the study used literature statistical analysis to identify research hotspots and future directions in the field.…”
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Improved cholera control in Kenya: A retrospective analysis of 2017–2019 in Nairobi and Homabay by Kyeng Mercy, Ganesh Pokhariyal, Noah T. Fongwen, Nicaise Ndembi, Lucy Kivuti-Bitok

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Analysis of Olive Detachment Force to Improve Olive Shaker Efficiency Through Branch Modeling by Giuseppe Macoretta, Sofia Matilde Luglio, Federico Conforti, Michele Abruzzo, Lorenzo Gagliardi, Marco Fontanelli, Michele Raffaelli

“…The shaking frequency and the average branch acceleration in proximity to the shaker hook were 15 Hz and 50m/s², respectively. …”
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Analysis of quality characteristics and feasibility study of dish soap form the fruit peel extract by Danu Indra Wardhana, Anisa Nurina Aulia, Andika Putra Setiawan, Ara Nugrahayu Nalawati, Fina Syafia, Firlana Rosa

“…This study aims to make dish soap using dragon fruit peel extract, papaya fruit, and banana fruit as natural ingredients and determine the quality characteristics of dish soap and business feasibility analysis. Methods:  This research was conducted in two stages. …”
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Energy efficiency evaluation of construction projects using data envelopment analysis and Tobit regression by Muzaffar Iqbal, Junhai Ma, Zulqarnain Mushtaq, Naveed Ahmad, Muhammad Zain Yousaf, Bashar Tarawneh, Wajid Khan, Mukesh Pushkarna, Ievgen Zaitsev

“…This research introduces a novel, integrated approach combining Data Envelopment Analysis (DEA) and Tobit regression to evaluate and enhance EE in construction projects. …”
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Social and Digital Entrepreneurship in Turkey: Content Analysis of Crowdfunding Platforms with Data Scraping Techniques by Murat Kılınç, Can Aydın, Çiğdem Tarhan

“…In addition, supporters provide an average of 530 TL in funds for the realization of a project, and approximately 55,000 TL in funds per successful project. …”
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Magnitude and Predictors of In-Hospital Stroke Mortality in Ethiopia: A Systematic Review and Meta-Analysis by Amare Abera Tareke, Masrie Getnet Abate, Addis Alem, Yoseph Merkeb Alamneh, Alehegn Aderaw Alamneh, Yikeber Argachew Deml, Mulu Shiferaw, Woldeteklehaymanot Kassahun, Abraham Teym

“…A total of 3709 patients with stroke were included in this systematic review and meta-analysis, which included 19 publications. In-hospital mortality was 14.03 percent on average in the studies, with reports ranging from 6.04 percent to 37.37 percent. …”
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Comparative analysis of machine learning classifiers and deep learning models for categorization of Knee Osteoarthritis by Deo Arpit, Korde Manish, Khatri Amit, Jain Aman, Kumawat Ashish, Rathore Vineeta

“…In this research work, feature extraction techniques such Global Average Pooling, Min–Max scaling, Histogram of Oriented Gradients (HOG) along with another technique called Linear Discriminant Analysis (LDA) applied on Xray dataset. …”
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Bidimensional Increment Entropy for Texture Analysis: Theoretical Validation and Application to Colon Cancer Images by Muqaddas Abid, Muhammad Suzuri Hitam, Rozniza Ali, Hamed Azami, Anne Humeau-Heurtier

“…To further validate our results, we employ a support vector machine model, utilizing multiscale entropy values as feature inputs. A comparative analysis with well-known bidimensional sample entropy (SampEn_2<i>D</i>) and bidimensional dispersion entropy (DispEn_2<i>D</i>) reveals that IncrEn_2<i>D</i> achieves an average classification accuracy surpassing that of other methods. …”
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DualDistill: a dual-guided self-distillation approach for carotid plaque analysis by Xiaoman Zhang, Jiang Xie, Haibing Chen, Haiya Wang

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Health Economic Analysis of Two-Layer Bandage System for Treatment of Chronic Venous Insufficiency by Peter J. Mallow

“…The median duration of the wounds was 42 days, and the median size at the initial visit was 3.5 cm2. The average pain reduction fell by 67% using a visual analog score. …”
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Use of expansion factors to estimate the burden of dengue in Southeast Asia: a systematic analysis. by Eduardo A Undurraga, Yara A Halasa, Donald S Shepard

“…Nevertheless, the results reported here, based on a systematic analysis of the available literature, show general consistency and provide a reasonable empirical basis to adjust for underreporting.…”
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Meta-analysis of probiotic metabolites in the prevention of gestational weight gain and postpartum weight retention by Xuyue Jia, Shuangyan Sun, Zhimin Ci

“…The heterogeneity in strains, dosage, and duration and pooled analysis consistently favored probiotic intervention. …”
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