Novel Multi-Scale Attention Generative Adversarial Network for Photovoltaic Solar Cell Defect Inspection Using Electroluminescence Images by Yuanjun Guan, Yang Liu, Jiayi Wang, Tao Wang, Qianchuan Yi, Wenxin Jiang, Xiaopu Gu, Yichen Zhang, Li Zhang, Tianyan Han, Binbing Huang, Lilei Hu

“…With an industry-leading detection accuracy of 87.3%, this study makes a substantial contribution to mitigating data imbalance. …”
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Miniaturized Devices for Isothermal Amplification and Photometric Quantification of Pseudomonas Aeruginosa by P Ramya Priya, Satish Kumar Dubey, Sanket Goel

“…The developed platform, when combined with Internet of Things (IoT) enabled cloud platform, also allowed remote monitoring of data. Overall, the methodology presented in this study offered a cost-effective, accurate, and convenient solution for on-site testing in resource-limited settings.…”
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Linking through time: Memory-enhanced community discovery in temporal networks by Giulio Virginio Clemente, Diego Garlaschelli

“…We specifically demonstrate how our approach enhances the detectability threshold, thereby improving the effectiveness of community detection in such a dynamic setting. …”
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A Hybrid Compact Convolutional Transformer with Bilateral Filtering for Coffee Berry Disease Classification by Biniyam Mulugeta Abuhayi, Andras Hajdu

“…Coffee berry disease (CBD), caused by Colletotrichum kahawae, significantly threatens global Coffee arabica production, leading to major yield losses. Traditional detection methods are often subjective and inefficient, particularly in resource-limited settings. …”
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LI-RADS-based hepatocellular carcinoma risk mapping using contrast-enhanced MRI and self-configuring deep learning by Róbert Stollmayer, Selda Güven, Christian Marcel Heidt, Kai Schlamp, Pál Novák Kaposi, Oyunbileg von Stackelberg, Hans-Ulrich Kauczor, Miriam Klauss, Philipp Mayer

“…Standardized reporting according to the Liver Imaging Reporting and Data System (LI-RADS) can improve Gd-MRI interpretation but is rather complex and time-consuming. …”
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Cloud Computing-Based Security Analysis on Wireless Sensor Nodes Cluster Using Predictive Technique by Muhammed Zaharadeen Ahmed, Aisha Hassan Abdallah Hashim, Othman Omran Khalifa, Aliyu Muhammad Wakil, Zeinab E. Ahmed, Khmaies Ouhada

“…Rangka kerja ini memanfaatkan set data WSN-DS bagi simulasi dan pengesahan kecekapan dalam mengurangkan ancaman masa nyata. …”
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Microchip gas chromatographic columns dedicated for space exploration: Stationary phase coating, setup optimization and evaluation of column performances by Arnaud Philippart, Valérie Peulon-Agasse, Malak Rizk-Bigourd, Audrey Boco-Simon, Gabin Bergerot, Guillaume Rioland, Arnaud Buch, Cyril Szopa, Pascal Cardinael

“…Junction capillaries of 100 μm I.D., a liner of 1.2 mm I.D. and a detection acquisition frequency of 100 Hz were found to be the optimal set-up and parameters. …”
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Addressing unfamiliar ship type recognition in real-scenario vessel monitoring: a multi-angle metric networks framework by Jiahua Sun, Jiawen Li, Jiawen Li, Jiawen Li, Jiawen Li, Ronghui Li, Ronghui Li, Ronghui Li, Langtao Wu, Liang Cao, Liang Cao, Liang Cao, Liang Cao, Molin Sun, Molin Sun, Molin Sun

“…Intelligent ship monitoring technology, driven by its exceptional data fitting ability, has emerged as a crucial component within the field of intelligent maritime perception. …”
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Operational considerations for approximating molecular assembly by Fourier transform mass spectrometry by Gabriella M. Weiss, Gabriella M. Weiss, Gabriella M. Weiss, Silke Asche, Hannah McLain, Angela H. Chung, Angela H. Chung, Angela H. Chung, S. Hessam M. Mehr, Leroy Cronin, Heather V. Graham

“…Therefore, an agnostic detection system of signs of life (biosignatures) is essential. …”
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Frequency of bspA and mutS Genes in Tannerella forsythia Isolated from Patients with Aggressive Periodontitis: A Cross-sectional Study by AS Smiline Girija, S Sekar Babu, K Karthik, J Vijayashree Priyadharsini, Jaiganesh Ramamurthy, Kannika Parameshwari Kannan

“…Data analysis included descriptive statistics, Kruskal-Wallis test and Analysis of Variance (ANOVA) using Statistical Package for the Social Sciences (SPSS) software, with statistical significance set at p-value<0.05. …”
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MRI-based habitat analysis of vascular and nerve invasion in the tumor microenvironment: an advanced approach for prostate cancer diagnosis by Bo Guan, Cong Huang, Yalei Wang, Jialong Zhang, Xiaowei Li, Zongyao Hao, Zongyao Hao

“…The traditional radiomics model (considering the entire tumor) had an AUC value of 0.761 (CI: 0.695-0.827) in the training set and 0.732 (CI: 0.630-0.834) in the test set. …”
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Predictive value of vaginal lactic acid bacteria changes on occurrence of HR-HPV-infected cervical intraepithelial neoplasia and construction and validation of nomogram model by Ying Huang, Yuliang Shen, Xuemei Wei, Jie Feng, Lin Zhu

“…Results There was no significant difference in the incidence of CIN, baseline data and vaginal lactic acid bacteria parameters between the training set and the verification set (P > 0.05). …”
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Fault Diagnosis of Power Transformers With Membership Degree by Enwen Li, Linong Wang, Bin Song

“…Based on clustering techniques, this paper proposes a new method for fault diagnosis of transformers with the DGA. A reference fault set is provided, and the fault diagnosis is implemented by calculating the membership of the DGA data to the reference fault set. …”
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Exome sequencing shows same pattern of clonal tumor mutational burden, intratumor heterogenicity and clonal neoantigen between autologous tumor and Vigil product by David Willoughby, Ernest Bognar, Laura Stanbery, Casey Nagel, Gladice Wallraven, Aman Pruthi, Nicholas Bild, Ericca Stamper, Donald Rao, Adam Walter, John Nemunaitis

“…The Clonal Neoantigen pipeline was further assessed using whole exome Illumina sequencing data from three previously published studies. Evaluation of the pipeline using synthetic sequencing data from a sub-clonal deconvolution tool benchmarking study, showed positive predictive value (PPV) and positive percent agreement (PPA) of > 97.5% and > 96.5%, respectively, for SNV and InDel detection with minimum requirements for variant density and allele fraction. …”
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Empirical Inferences Under Bayesian Framework to Identify Cellwise Outliers by Luca Sartore, Lu Chen, Valbona Bejleri

“…However, a subjective choice of the threshold increases the uncertainty associated with outlier status for each data value. A cellwise outlier detection algorithm named FuzzyHRT is used to automate the editing process in repeated surveys. …”
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Representation Learning of Multi-Spectral Earth Observation Time Series and Evaluation for Crop Type Classification by Andrea González-Ramírez, Clement Atzberger, Deni Torres-Roman, Josué López

“…To address these issues, efforts have been made to implement frameworks that generate meaningful representations from the irregularly sampled data streams and alleviate the deficiencies of the data sources and supervised algorithms. …”
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Predictive Model for In-Hospital Death in Older Patients with Type 2 Diabetes Mellitus: A Multicenter Retrospective Study in Southwest China by Tang Y, Zhang Z, Yu Y, He Y, Yuan Y, Wu X, Xu Q, Niu J, Wu X, Tan J

“…The multivariable model demonstrated robust predictive accuracy with AUROC values of 0.873 (95% CI: 0.857– 0.889) in training set, 0.830 (0.797– 0.864) in internal validation set, and 0.834 (0.757– 0.911) in external validation set. …”
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Sistem Pendeteksi Central Sleep Apnea Menggunakan Metode Neural Network dengan Fitur RR Interval dan Durasi QRS by Dittha Ratanasari, Edita Rosana Widasari, Rizal Maulana

“…The Neural network technique classifies the two properties in the 18 test data sets, and the output in the form of Normal or Apnea classes is shown on a smartphone with Bluetooth connectivity. …”
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Fibre tracing in biomedical images: An objective comparison between seven algorithms. by Youssef Arafat, Cristina Cuesta-Apausa, Esther Castellano, Constantino Carlos Reyes-Aldasoro

“…To compare the algorithms, four biomedical data sets with vastly distinctive characteristics were selected. …”
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HPV Infection and Prognostic Factors of Tongue Squamous Cell Carcinoma in Different Ethnic Groups from Geographically Closed Cohort in Xinjiang, China by Hua Zhang, Yang Zhang, Huarong Zhao, Huerxidan Niyaz, Pan Liu, Lei Zhang, Songan Zhang, Yiming Reheman, Yongxing Bao, Xinhua Chen

“…The effect of HPV infection status and ethnic differences on the prognosis of tongue squamous cell carcinoma in Xinjiang presents an interesting set of conditions that has yet to be studied. Methods. …”
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