Design of mTCN framework for disaster prediction a fusion of massive machine type communications and temporal convolutional networks by M. Umadevi, J. Arun Kumar, S. Vishnu Priyan, C. Vivek

“…Lightweight edge-based TCNs enable localized anomaly detection, while federated learning ensures privacy-preserving collaborative model training across edge devices. …”
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A Multimodal Large Language Model Framework for Intelligent Perception and Decision-Making in Smart Manufacturing by Tianyu Wang, Bowen Zhang, Daqi Jiang, Dong Li

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Cryopreservation and culture strategies for testicular tissue and cells in small and large animals by Valeria Vurchio, Martina Colombo, Rolando Pasquariello, Gaia Cecilia Luvoni

“…Current methods under investigation include the optimization of cryopreservation protocols, as well as the development of culture platforms to enable in vitro spermatogenesis (IVS). …”
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A hybrid zero-reference and dehazing network for joint low-light underground image enhancement by Qing Du, Shihao Zhang, Zhipeng Wang, Jincheng Liang, Shijiao Yang

“…Extensive experimental results demonstrate that the Z-DCE-DNet method produces visually superior enhanced images, and comparative analyses of multiple object detectors reveal that the enhanced images lead to improved detection outcomes.…”
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Diagnosis and treatment of postoperative voice complications following anterior cervical discectomy and fusion: a systematic review by Geena Jung, Jorden Xavier, Shaun Wu, Rachel Schwartz, Rachel Kominsky, Mitchell S. Fourman

“…Involvement of otolaryngologists may help prevent these complications or allow for early detection and management, underscoring the importance of multidisciplinary care in optimizing surgical outcomes.…”
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High-Q litz wire NQR sensor for medical applications by R. R. Khusnutdinov, G. V. Mozzhukhin, N. R. Khusnutdinova, B. M. Salakhutdinov

“…Theoretical substantiation and search for a technical solution that allows achieving high sensitivity on standard equipment through the use of a high-quality sensor. METHODS. Methods for optimizing the design of sensors for NQR/NMR spectrometers are considered. …”
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ESfix: An Embedded Program Repair Tool for Effective Removal of Concurrency Defects by Jingwen Zhao, Yanxia Wu, Yan Fu, Shuyong Liu

“…ESfix first utilizes the bug information reported by the defect detection tool to locate the repair region and extracts the node information corresponding to the defective code. …”
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Multi-Scale DCNN with Dynamic Weight and Part Cross-Entropy Loss for Skin Lesion Diagnosis by Gaoshuai Wang, Linrunjia Liu, Fabrice Lauri, Amir HAJJAM El Hassani

“…Inspired by the object detection method, the multi-scale structure adjusts the cropping position based on the Gradient-weighted Class Activation Mapping (Grad-CAM) center. …”
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Enhancing the Distinguishability of Minor Fluctuations in Time Series Classification Using Graph Representation: The MFSI-TSC Framework by He Nai, Chunlei Zhang, Xianjun Hu

“…Compared with ten benchmark methods, MFSI-TSC exhibits both high accuracy and computational efficiency, making it more suitable for deployment in sensor systems to complete incipient fault detection tasks.…”
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Identifying Hubs Through Influential Nodes in Transportation Network by Using a Gravity Centrality Approach by Worawit Tepsan, Aniwat Phaphuangwittayakul, Saronsad Sokantika, Napat Harnpornchai

“…To address these challenges, we propose a novel method called Hybrid Community-based Gravity Centrality (HCGC), which integrates local influence measures, community detection, and gravity-based modeling to more effectively identify influential nodes in complex networks. …”
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SEX DIFFERENCES OF VLF100 AND VLF50 SPECTRUM OF HEART RATE VARIABILITY IN HEALTHY INDIVIDUALS OF YOUNG AGE AND OLDER SUBJECTS WITH VASCULAR PATHOLOGY IN TERMS OF SEVEN-TEST, HYPERV... by Арнольд Наумович Флейшман, Татьяна Валентиновна Кораблина, Игорь Германович Халиулин, Станислав Альфредович Петровский, Артем Андреевич Неретин

“…Mathematical methods are the following: spectral analysis of HRV based on continuous wavelet transform and Hilbert-Huang transform, correlation analysis. …”
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Optical fiber mercury biosensor based on immobilized urease and bromothymol blue onto the alginate-chitosan membrane in the flow-system by Dhony Hermanto, Mudasir, Dwi Siswanta, Bambang Kuswandi, Nurul Ismillayli

“…In order to get good performance of the biosensor toward Hg(II) ion detection, the experimental parameters of the biosensor were optimized. …”
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CFS-MOES Ensemble Model on Metaheuristic Search-Based Feature Selection by Santosini Bhutia, Bichitrananda Patra, Mitrabinda Ray

“…However, the tremendous dimensionality of the microarray cancer dataset is the greatest challenge in interpreting the data. In this work, the optimal feature subsets are selected by combining the correlation-based feature selection (CFS) technique with five distinct meta-heuristic search methods: evolutionary search (ES), particle swarm optimization search (PSOS), genetic search (GS), harmony search (HS), and multiobject evolutionary search (MOES). …”
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Issues in shale oil core porosity measurement by Jinqing ZHANG, Guoliang TAO, Dai HUANG, Cuijuan LUO, Lingbo LIU, Yunfeng YANG

“…The primary methods for shale porosity measurement are the fluid invasion method and the electron/X-ray radiation methods. …”
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STUDY OF PREDICTION AND CLASSIFICATION MODELS IN THE PROBLEMS OF DIABETES AMONG PATIENTS WITH A STROKE IN DIFFERENT LIVING CONDITIONS by Nural Huliiev, Maksym Peretiaha, Artem Khovrat, Denys Teslenko, Alexei Nazarov

“… The subject of the study in the article is the methods of predicting the development of diabetes. …”
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Quality Management in Software Development by M. D. Birulia

“…The research is aimed at presenting a comprehensive approach that links the theory, practice and methods of software quality management.Materials and Methods. …”
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Accuracy of Imaging Scoring Indexes in Pediatric Crohn’s Disease Patients by Goran Hauser, Goran Palčevski, Barbara Čandrlić, Pero Hrabač, Damir Miletić

“…SBCE and MRE showed comparable efficacy in detecting small bowel lesions, with both methods offering valuable insights into the disease status. …”
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Evaluation of Xpert^® Carba-R Assay Performance from FecalSwab™ Samples by Nicla Giovacchini, Chiara Chilleri, Ilaria Baccani, Eleonora Riccobono, Gian Maria Rossolini, Alberto Antonelli

“…<b>Conclusions</b>: This study supports single sampling with the FecalSwab™ medium for both molecular and cultural methods, for the potential optimization of CPE screening.…”
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New progress in imaging diagnosis and immunotherapy of breast cancer by Jie He, Nan Liu, Li Zhao

“…Diagnosis primarily relies on invasive histopathological methods, which are often limited by sample representation and processing time. …”
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Spatial transcriptome profiling identifies DTX3L and BST2 as key biomarkers in esophageal squamous cell carcinoma tumorigenesis by Rutao Li, Na Li, Qianqian Yang, Xing Tong, Wei Wang, Chang Li, Jun Zhao, Dong Jiang, Haitao Huang, Chen Fang, Kai Xie, Jiamin Yuan, Shaomu Chen, Guangbin Li, Haitao Luo, Zhibo Gao, Dongfang Wu, Xiaoli Cui, Wei Jiang, Lingchuan Guo, Haitao Ma, Yu Feng

“…Abstract Background Understanding the stepwise progression of esophageal squamous cell carcinoma (ESCC) is crucial for developing customized strategies for early detection and optimal clinical management. Herein, we aimed to unravel the transcriptional and immunologic alterations occurring during malignant transformation and identify clinically significant biomarkers of ESCC. …”
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