MSPO: A machine learning hyperparameter optimization method for enhanced breast cancer image classification by Haonan Li, Vijay Govindarajan, Tan Fong Ang, Zaffar Ahmed Shaikh, Amel Ksibi, Yen-Lin Chen, Chin Soon Ku, Ming Chern Leong, Fatiha Hana Shabaruddin, Wan Zamaniah Wan Ishak, Lip Yee Por

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Flood Early Warning System with Notification Using Telegram Bot Based on IoT System by Aditya Djulqodri Rakhman, I Komang Somawirata, Michael Ardita

“…NodeMCU ESP8266 is the main microcontroller connected to a WiFi network to access data on the server. Tests were conducted to assess the accuracy of VMS synchronization, the speed of notification response, and the effectiveness of the buzzer in providing warnings. …”
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Development of medicine and health care in Adygea in the postwar period (1946 - 1985) by Galina Grigorievna Tkhagapsova

“…The high rates of construction and expansion of the network of medical institutions in the post-war years in Adygea were demonstrated. …”
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Conditional GAN-Based Two-Stage ISP Tuning Method: A Reconstruction–Enhancement Proxy Framework by Pengfei Zhan, Jiongyao Ye

“…By employing distinct network architectures and loss functions tailored to specific objectives, the two-stage proxy can effectively optimize both the reconstruction and enhancement modules within the ISP pipeline. …”
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Role of scientific correspondent points in railway science in 1942–1945 by I. A. Anokhov

“…It is stated that the network of scientific correspondent points has become an effective organisational form for conducting applied research in environment close to military. …”
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Going Virtual: Building Online Collaborations to Understand COVID-19’s Psychosocial Impacts on New York City Adults by Devin A. Madden, Timnit Ghebretinsae, Tasmim Hoque, Ayman Mohammad, Majdi Alghader, Catherine K. Craven, Guedy Arniella, Jeralyn Cortez-Weir, Bryson Rose, Victoria Mayer, Carol R. Horowitz, Nita Vangeepuram

“…In addition to sharing the collaborative processes that we built, our research-to-action network’s outputs, and our reflections on successes and roadblocks we faced, this paper highlights lessons in the importance of flexibility, trust, and innovation when conducting collaborative research during rapidly evolving public health crises.…”
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Identification and validation of the common pathogenesis and hub biomarkers in Papillary thyroid carcinoma complicated by rheumatoid arthritis. by Yingming Liu, Xiangjun Kong, Qianshu Sun, Tianxing Cui, Shengnan Xu, Chao Ding

“…Following the discovery of shared differentially expressed genes (DEGs) between these two conditions, three separate analyses were conducted. These included functional annotation, the establishment of a protein‒protein interaction (PPI) network and module, and the identification of hub genes via coexpression analysis. …”
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ARSOD-YOLO: Enhancing Small Target Detection for Remote Sensing Images by Yijuan Qiu, Xiangyue Zheng, Xuying Hao, Gang Zhang, Tao Lei, Ping Jiang

“…Moreover, our proposed ARSOD-YOLO optimized the network architecture, component modules, and loss functions based on YOLOv8, enhancing outstanding small target detection capabilities while preserving model efficiency. …”
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Multi-omics exploration of chaperone-mediated immune-proteostasis crosstalk in vascular dementia and identification of diagnostic biomarkers by Wentong Li, Yiyi Zhang, Chuanhong Li, Mingyang Jiang, Dong Wang, Luomeng Chao, Luomeng Chao, Luomeng Chao, Yuxia Yang

“…Immune microenvironment analysis was conducted using CIBERSORT, while single-cell transcriptomics was analyzed within the Seurat framework.ResultsA total of 897 DEGs were identified, with functional enrichment analysis revealing significant involvement in T cell activation (p=2.84×10-3), neuroactive ligand-receptor interaction (p=6.01×10-4), and osteoclast differentiation (NES=2.83). …”
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Nitrogen sensitivity of soil microorganism community in alpine desert steppe is not always higher than that in alpine steppe by Zhishu Wang, Jianyu Xiao, Fusong Han, Shaolin Huang, Chengqun Yu

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Association of nociceptive, neurocognitive, psychological and genetic profile on conditioned pain modulation in women with migraine: protocol for a case–control study by Lars Arendt-Nielsen, Margarita Cigarán-Méndez, César Fernández De las Peñas, Silvia Ambite-Quesada, Ana I de-la-Llave-Rincón, Gustavo Plaza-Manzano, Cristina Gómez-Calero, Francisco G Fernández-Palacios, Juan C Pacho-Hernández, Angela Tejera-Alonso, Juan A Valera-Calero, Beatriz Alvarez-Mariño, Carlos Ordás-Bandera

“…The aim of the current study will be to evaluate the association between sensitisation, psychological/emotional, neurocognitive and genetic profile on conditioned pain modulation (CPM) in women with migraine from a multidisciplinary perspective.Methods and analysis A cross-sectional observational case–control study including 90 women with chronic migraine, 90 women with episodic migraine and 90 women without migraine (as controls) will be conducted. Clinical variables (disability, pain), processing (sensitisation-associated, neuropathic-like symptoms), psychological/emotional (anxiety, depression, sleep quality, catastrophising), neurocognitive (attention), executive functions (memory, mental inhibition, speed processing) and genetics (Val158Met polymorphism rs4680 gene) will be assessed in all subjects by healthcare professionals. …”
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Fine-scale variability in iceberg velocity fields and implications for an ice-associated pinniped by L. M. Kaluzienski, J. M. Amundson, J. N. Womble, A. K. Bliss, L. E. Pearson

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Transformer-Based Person Detection in Paired RGB-T Aerial Images With VTSaR Dataset by Xiangqing Zhang, Yan Feng, Nan Wang, Guohua Lu, Shaohui Mei

“…VTSaRNet integrates the instance segmentation for copy–paste mechanism (ISCP) using a Union Transformer Network that functions in both Visible (V) and Thermal (T) bimodalities. …”
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Bioinformatics analysis to explore biomarkers and mechanisms of action associated with endoplasmic reticulum stress and ferroptosis in Parkinson's disease. by Hao Wang, Lijuan Feng, Limeng He, Nan Liu, Yan Wan, Wei Zhang

“…Candidate genes were identified through differential expression analysis and weighted gene co-expression network analysis. Further investigations included functional enrichment analysis, the construction of a protein-protein interaction (PPI) network, and the examination of related genes. …”
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Spatial-Spectral Linear Extrapolation for Cross-Scene Hyperspectral Image Classification by Lianlei Lin, Hanqing Zhao, Sheng Gao, Junkai Wang, Zongwei Zhang

“…However, recent studies have shown that the activation functions of neurons in a network exhibit asymmetry for different categories, which results in the learning of task-irrelevant features while attempting to learn task-related features (called “feature contamination”). …”
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Identification of lipid metabolism-related genes in myocardial infarction: implications for diagnosis and therapy by Qiang Wang, Xian Wu, Bo Yu

“…Moreover, we utilized weighted gene coexpression network analysis (WGCNA) to explore the module genes involved in MI. …”
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Resource mapping and Malaria surveillance capacity of health facilities in Federal Capital Territory, Abuja, Nigeria-June 2020 by Henry Uguru Ekechi, IkeOluwapo Ajayi, Aderemi Oludiran Kehinde, Chukwuma David Umeokonkwo, Chioma Dan-Nwafor, Celestine Ameh, Muhammad Shakir Balogun

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Identification of Critical Signature in Post‐Traumatic Stress Disorder Using Bioinformatics Analysis and in Vitro Analyses by Lifen Liu, Yang Liu, Rui Li, Yue Teng, Shuyang Zhao, Jinhong Chen, Changjiang Li, Xinyu Hu, Lin Sun

“…Weighted gene co‐expression network analysis (WGCNA) was employed to examine gene correlation patterns. …”
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Unraveling the oxidative stress landscape in diabetic foot ulcers: insights from bulk RNA and single-cell RNA sequencing data by Jialiang Lin, Linjuan Huang, Weiming Li, Haijun Xiao, Mingmang Pan

“…Methods Based on the single-cell and bulk RNA sequencing data of DFU, we conducted differential genes screening, machine learning, PPI network construction, immune infiltration analysis, drug prediction, TF-mRNA-miRNA network, cell-cell interaction, pseudotime trajectory analysis, external cohort validation, and in vitro experiments to develop the oxidative stress landscape in DFU. …”
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Bioinformatics analysis identifies dysregulation of MiR-548F-3p and its hub gene in triple-negative breast cancer by Samira Behroozi, Mahdieh Salimi, Najaf Allahyari Fard

“…Functional enrichment and protein-protein interaction (PPI) network analyses were conducted. …”
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