Larger models yield better results? Streamlined severity classification of ADHD-related concerns using BERT-based knowledge distillation. by Ahmed Akib Jawad Karim, Kazi Hafiz Md Asad, Md Golam Rabiul Alam

“…This work focuses on the efficiency of the knowledge distillation approach in generating a lightweight yet powerful BERT-based model for natural language processing (NLP) applications. After the model creation, we applied the resulting model, LastBERT, to a real-world task-classifying severity levels of Attention Deficit Hyperactivity Disorder (ADHD)-related concerns from social media text data. …”
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Production Performance, Meat Quality, and Lipid Profile of Broiler Duck Fed Diets Containing Selenium-Rich Hermentia illucens Larval by D. Kurniawan, E. Widodo, A. Susilo, O. Sjofjan

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UV Hyperspectral Imaging and Chemometrics for Honeydew Detection: Enhancing Cotton Fiber Quality by Mohammad Al Ktash, Mona Knoblich, Frank Wackenhut, Marc Brecht

“…Principal component analysis (PCA) and quadratic discriminant analysis (QDA) effectively differentiated and classified samples based on honey spraying times. …”
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LMFUNet: A Lightweight Multi-fusion UNet Based on Spiking Neural Systems for Skin Lesion Segmentation by Ningkang Hu, Bing Li, Hong Peng, Zhicai Liu, Jun Wang

“…LMFUNet uses an Efficient Multi-scale Feature Extraction block (EMFE) in deep stages, which uses grouping of features by convolution with different dilation rates to reduce model complexity and effectively capture multi-scale features. By using the Multi-level Feature Fusion module (MFF) in skip connections, different levels of information are combined step by step, realizing the first step of fusion of low-level details and high-level contextual information, which helps to accurately localize the lesion area. …”
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Automatic Optical Path Alignment Method for Optical Biological Microscope by Guojin Peng, Zhenming Yu, Xinjian Zhou, Guangyao Pang, Kuikui Wang

“…The experimental results confirm that the proposed RO identification method can effectively differentiate between 4× and 10× objectives across diverse light intensities and exposure levels, with a significant numerical difference of up to 100. …”
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Untargeted metabolomic analysis uncovers metabolic variability of four Bifidobacterial strains for probiotic development by Kailong Liu, Kailong Liu, Kailong Liu, Kailong Liu, Guoqiang Yao, Guoqiang Yao, Guoqiang Yao, Guoqiang Yao, Zhan Yang, Zhan Yang, Zhan Yang, Zhan Yang, Tian Huang, Tian Huang, Tian Huang, Tian Huang, Lai-Yu Kwok, Lai-Yu Kwok, Lai-Yu Kwok, Lai-Yu Kwok, Heping Zhang, Heping Zhang, Heping Zhang, Heping Zhang

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The m6A modification regulates the composition of myofiber types in chicken skeletal muscle by Yanju Shan, Yifan Liu, Ming Zhang, Lichuan Pang, Gaige Ji, Xiaojun Ju, Yunjie Tu, Jingting Shu

“…ALKBH5 over-expression could regulate the expression levels of genes related to muscle contraction and metabolism, including MYH1E, MYH1G, MYH7B, PDK1, and TPM1, suggesting the effect of ALKBH5 on the formation of myofiber-type properties in chicken skeletal muscle. …”
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Mechanical Properties of Fiber-Reinforced Concrete Using Composite Binders by Roman Fediuk, Aleksey Smoliakov, Aleksandr Muraviov

“…This paper investigates the creation of high-density impermeable concrete. The effect of the “cement, fly ash, and limestone” composite binders obtained by joint grinding with superplasticizer in the varioplanetary mill on the process of structure formation was studied. …”
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The Impact of Hyperbolic Discounting on Asset Accumulation for Later Life: A Study of Active Investors Aged 65 Years and over in Japan by Honoka Nabeshima, Sumeet Lal, Haruka Izumi, Yuzuha Himeno, Mostafa Saidur Rahim Khan, Yoshihiko Kadoya

“…The results show that hyperbolic discounting significantly impairs asset accumulation at the JPY 100 million level but not at lower thresholds. This effect likely reflects the complex nature of hyperbolic discounting, which primarily affects long-term savings and investments. …”
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Identifying and determining the spatial organization model of CBD\'s (Case Study: Mashhad Metropolis) by mohammadreza mirsaeedi, moslem seyed alhossaini, Fereshteh Ahmadi, Amir Hossain Shabani

“…The adoption of location determination strategies and that of the comunicational centers and the city activities has made the cities continue the developement process while cosidering the fairly service destribution and the spatial equalities.The goal of this research is the recognition and determination of the city spatial organization working centers and activity model and the relation of service functioning with one another so that the mono central and poly central cities can have a important effect on the destribution system and service centers and the vast changes of the citizens .The analysis method is a kind of quantity and quality one. …”
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Code vulnerability detection method based on graph neural network by Hao CHEN, Ping YI

“…The schemes of using neural networks for vulnerability detection are mostly based on traditional natural language processing ideas, processing the code as array samples and ignoring the structural features in the code, which may omit possible vulnerabilities.A code vulnerability detection method based on graph neural network was proposed, which realized function-level code vulnerability detection through the control flow graph feature of the intermediate language.Firstly, the source code was compiled into an intermediate representation, and then the control flow graph containing structural information was extracted.At the same time, the word vector embedding algorithm was used to initialize the vector of basic block to extract the code semantic information.Then both of above were spliced to generate the graph structure sample data.The multilayer graph neural network model was trained and tested on graph structure data features.The open source vulnerability sample data set was used to generate test data to evaluate the method proposed.The results show that the method effectively improves the vulnerability detection ability.…”
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Lipid Isolated from a Leishmania donovani Strain Reduces Escherichia coli Induced Sepsis in Mice through Inhibition of Inflammatory Responses by Subhadip Das, Nabanita Chatterjee, Dipayan Bose, Somenath Banerjee, Prajnamoy Pal, Tarun Jha, Krishna Das Saha

“…Due to the effect of LTL, E. coli induced inflammatory cytokine-chemokine(s) levels were significantly reduced in serum and bronchoalveolar lavage fluid simultaneously. …”
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The Aqueous Extract of Dacryodes edulis (Burseraceae) Leaves Inhibits Cell Proliferation Induced by Estradiol on the Uterus and Vagina of Ovariectomized Female Wistar Rats by Marius Trésor Wego Kamgaing, Marie Alfrede Mvondo, Sylviane Laure Poualeu Kamani, Stéphane Minko Essono, Sylvie Lea Wansi Ngnokam

“…This antiproliferative effect of D. edulis was associated with reduced tissue (uterine) levels of estradiol (p<0.001). …”
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Role of Ketamine in the Treatment of Psychiatric Disorders by Sahar Derakhshanian, Maxine Zhou, Alexander Rath, Rachel Barlow, Sarah Bertrand, Caroline DeGraw, Christopher Lee, Jamal Hasoon, Alan D. Kaye

“… # Summary TRD is associated with huge costs on individual and societal levels. Underlying disease processes are multifactorial and not well understood. …”
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The Prebiotic Index of Dried-Growol Made with Different Cassava Varieties and Cooking Methods by Chatarina Wariyah, Nurul Huda, Agus Slamet

“…Therefore, it is necessary to provide food based on cassava, such as dried-growol, which gives a feeling of satiety for a long time and has a prebiotic effect. This research aimed to evaluate the effects of cassava varieties and cooking methods on the resistant starch (RS) content and the prebiotic index of dried-growol produced. …”
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Inhibition of miR-652-3p Regulates Lipid Metabolism and Inflammatory Cytokine Secretion of Macrophages to Alleviate Atherosclerosis by Improving TP53 Expression by Haiyun Liu, Changpeng Zuo, Lijuan Cao, Naiquan Yang, Tingbo Jiang

“…After ox-LDL treatment and miR-652-3p mimic, si-TP53 and their controls transfection, ELISA, and Q-PCR assays were used to detect IL-1ß, IL-6, and TNF-α levels. oil red O staining was processed to verify cholesterol accumulation. …”
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Impact of Myo-Inositol-Chiro Inositol Combination on the improvement of Polycystic Ovary Syndrome Condition by Zuhair Assi Hussein, Maysaa Jalal Majeed, Lubna Amer Al-Anbari

“…It plays a role as a second messenger of insulin in several insulin-dependent processes, including polycystic ovarian syndrome (PCOS) and metabolic syndrome. …”
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Evaluation of thinning behaviour under the influence of plastic hardening and surface friction during small punch test by Sarthok Chandra Pandit, Nasrul Azuan Alang, Imam Ul Ferdous, Juliawati Binti Alias, Mohd Firdaus Bin Hassan, Asnul Hadi Bin Ahmad

“…This paper systematically investigates the effects of plastic hardening on the thinning process under different levels of surface friction between the punch, die and specimen. …”
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Validation of heavy metals in geothermal to support water management practices and mitigation strategies by G.M. Idroes, D.P. Rezeki, K. Khairi, K. Khairan, R. Idroes, E. Suhartono, R. Prasetio, S.A. Rahman, S. Suhendrayatna

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Immune status in patients differing in the stage of choroidal melanoma by D.A. Drumi

“…Conclusion: In pre-treatment patients differing in the stage of CM, the tumor process responds to immune changes that are expressed by activation of humoral and cell-mediated immunity (an increase in the activity of CD3+ T cells, CD4+ T-helpers, CD8+ T-suppressors, CD16+ NK cells, and IgM and IgA levels), which may have a substantial impact on treatment effect.…”
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