Evaluation of the Geomorphon Approach for Extracting Troughs in Polygonal Patterned Ground Across Different Permafrost Environments by Amin Wen, Tonghua Wu, Xiaofan Zhu, Jie Chen, Jianzong Shi, Peiqing Lou, Dong Wang, Xin Ma, Xiaodong Wu

“…As the climate continues to warm, the thawing of ice-rich permafrost leads to changes in the polygonal patterned ground (PPG) landscape, exhibiting an array of spatial heterogeneity in trough patterns, governing permafrost stability and hydrological and ecosystem dynamics. …”
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Expression pattern and clinical significance of MerTK on circulating NK cells in systemic lupus erythematosus by Jianping Guo, Yin Su, Xiao Han, Yin Zhu, Haojie Xu, Ranran Yao, Ziye Wang, Ruyu Liang, Wenwen Pei, Renge Liang

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Trends in Drug Resistance and Epidemiological Patterns of Tuberculosis in Elderly Patients in Wenzhou, China (2014-2023) by Wu L, Cai X, Xu S, Lin X, Peng T, Jiang X

“…Lianpeng Wu,1,2 Xiyue Cai,3 Shuya Xu,4 Xuefeng Lin,5 Tingting Peng,1 Xiangao Jiang2,6 1Department of Clinical Laboratory Medicine, The Ding Li Clinical College of Wenzhou Medical University, Wenzhou Central Hospital, Wenzhou, Zhejiang, 325000, People’s Republic of China; 2Key Laboratory of Diagnosis and Treatment of New and Recurrent Infectious Diseases of Wenzhou, Wenzhou Sixth People’s Hospital, Wenzhou, Zhejiang, 325000, People’s Republic of China; 3Medical Management Office, Wenzhou Municipal Public Hospital Management Center, Wenzhou, Zhejiang, 325000, People’s Republic of China; 4Department of Tuberculosis Clinic, The Ding Li Clinical College of Wenzhou Medical University, Wenzhou Central Hospital, Wenzhou, Zhejiang, 325000, People’s Republic of China; 5Department of Clinical Laboratory Medicine, Yueqing People’s Hospital, Wenzhou, Zhejiang, 325600, People’s Republic of China; 6Department of Infectious Diseases, The Ding Li Clinical College of Wenzhou Medical University, Wenzhou Central Hospital, Wenzhou, Zhejiang, 325000, People’s Republic of ChinaCorrespondence: Tingting Peng, Department of Clinical Laboratory Medicine, The Ding Li Clinical College of Wenzhou Medical University, Wenzhou Central Hospital, Wenzhou, Zhejiang, 325000, People’s Republic of China, Email pengttwz@163.com Xiangao Jiang, Department of Infectious Diseases, The Ding Li Clinical College of Wenzhou Medical University, Wenzhou Central Hospital, Key Laboratory of Diagnosis and Treatment of New and Recurrent Infectious Diseases of Wenzhou, Wenzhou Sixth People’s Hospital, No. 252 Baili East Road, Lucheng District, Wenzhou, Zhejiang, 325000, People’s Republic of China, Email xiangaojiang@wmu.edu.cnPurpose: This study aimed to elucidate the epidemiological features, drug resistance patterns, and temporal trends among elderly tuberculosis (TB) patients in Wenzhou, China, from 2014 to 2023, providing insights for targeted TB control strategies.Patients and Methods: Data were extracted from 10,993 TB patients registered in the Laboratory Information System of Wenzhou Central Hospital and the Tuberculosis Information Management System of the Chinese Center for Disease Control and Prevention. …”
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Application Framework and Optimal Features for UAV-Based Earthquake-Induced Structural Displacement Monitoring by Ruipu Ji, Shokrullah Sorosh, Eric Lo, Tanner J. Norton, John W. Driscoll, Falko Kuester, Andre R. Barbosa, Barbara G. Simpson, Tara C. Hutchinson

“…A feature point tracking-based algorithm for square checkerboard patterns and a Hough Transform-based algorithm for concentric circular patterns are developed to ensure reliable detection and tracking of image features. …”
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Correlation Between Macroscopic Features of Ischemic Skin Injury and Subdermal Plexus Damage in Lipoabdominoplasty by Giuliano B. Borille, MD, Gustavo A. Pereira Filho, MSc, Mariana Zancanaro, MD, Vinicius Ribeiro, MD, Renato Giannini, MD

“…The study involved 46 surgeons and 2 hyperbaric oxygen therapy centers, both of which participated by completing a questionnaire that collected information about the associated treatments and lesion features. Skin lesions were classified into 3 groups based on macroscopic pathological criteria: (1) dotted pattern, (2) geometric pattern, and (3) geographic pattern. …”
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PATHOPHYSIOLOGICAL FEATURES OF CREATION OF CRYOPRECYPITATE IN PATIENTS WITH INOPERABLE CANCER IN DISTURBANCES FROM MICROSATELLITE INSTABILITY by О.V. Movсhan, A.V. Titkova

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Copy-Move Forgery Verification in Images Using Local Feature Extractors and Optimized Classifiers by S. B. G. Tilak Babu, Ch Srinivasa Rao

“…The paper aims to present copy-move forgery detection algorithms with the help of advanced feature descriptors, such as local ternary pattern, local phase quantization, local Gabor binary pattern histogram sequence, Weber local descriptor, and local monotonic pattern, and classifiers such as optimized support vector machine and optimized NBC. …”
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Mucoscopic Features of Oral Lichen Planus: A Retrospective Comparative Study with Inflammatory Mimickers by Mihaela Paula Toader, Oana Mihaela Condurache Hritcu, Cristina Colac Botoc, Antonia Elena Hutanu, Catalina Anca Munteanu, Roxana Paraschiva Ciobanu, Stefan Vasile Toader, Alin Gabriel Colac, Victor Vlad Costan, Elena Porumb Andrese, Daciana Elena Branisteanu

“…While histopathological examination remains the diagnostic gold standard, mucoscopy has emerged as a valuable non-invasive tool for assessing striae patterns, vascular features, and pigmentary alterations. …”
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FPE–Transformer: A Feature Positional Encoding-Based Transformer Model for Attack Detection by Hande Çavşi Zaim, Esra Nergis Yolaçan

“…FPE–Transformer incorporates an innovative feature positional encoding mechanism that encodes the positional information of each feature separately, enabling a deeper understanding of feature relationships and more precise attack detection. …”
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NF-GAT: A Node Feature-Based Graph Attention Network for ASD Classification by Shuaiqi Liu, Beibei Liang, Siqi Wang, Bing Li, Lidong Pan, Shui-Hua Wang

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Enhancing multiclass brain tumor diagnosis using SVM and innovative feature extraction techniques by Mustafa Basthikodi, M. Chaithrashree, B. M. Ahamed Shafeeq, Ananth Prabhu Gurpur

“…This research addresses the challenge of multiclass categorization by employing Support Vector Machine (SVM) as the core classification algorithm and analyzing its performance in conjunction with feature extraction techniques such as Histogram of Oriented Gradients (HOG) and Local Binary Pattern (LBP), as well as the dimensionality reduction technique, Principal Component Analysis (PCA). …”
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An improved Red-billed blue magpie feature selection algorithm for medical data processing. by Chenyi Zhu, Zhiyi Wang, Yinan Peng, Wenjun Xiao

“…Feature selection is a crucial preprocessing step in the fields of machine learning, data mining and pattern recognition. …”
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Traffic environment perception algorithm based on multi-task feature fusion and orthogonal attention by Zhengfeng LI, Mingen ZHONG, Yihong ZHANG, Kang FAN, Zhiying DENG, Jiawei TAN

“…The integration of complementary pattern information deepens feature sharing, thereby enhancing the recognition accuracy of each task. …”
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Wavelet filterbank‐based EEG rhythm‐specific spatial features for covert speech classification by Sukanya Biswas, Rohit Sinha

“…Following that, for each band, the multi‐class common spatial pattern (CSP) features are computed using joint approximate diagonalisation. …”
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Identification of Relevant ECG Features for Epileptic Seizure Prediction Using Interpretable Machine Learning by Azra Abtahi, Philippe Ryvlin, Amir Aminifar

“…We employ SHAP (SHapley Additive exPlanations), an interpretability framework, to interpret the prediction patterns. Based on our analysis, multifractality features are among the most important features in seizure prediction, capturing patterns that are not captured by the HRV and Lorenz features.…”
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Assessment of Teaching Quality of Traditional Decorative Patterns in Colleges and Universities Using an MCDM Approach and Circular Intuitionistic Information by Zi Wang, Liping Pan

“…The aim of this research is to apply the Dombi t-norm (DTN) and t-conorm (DTCN) for aggregating the information within the circular intuitionistic fuzzy (C-IF) framework to evaluate the teaching quality of traditional decorative patterns. Another important feature of the proposed study is that prioritization is used in decision-making preferences by using a priority-based weight vector. …”
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MAPE-ViT: multimodal scene understanding with novel wavelet-augmented Vision Transformer by Muhammad Waqas Ahmed, Touseef Sadiq, Hameedur Rahman, Sulaiman Abdullah Alateyah, Mohammed Alnusayri, Mohammed Alatiyyah, Dina Abdulaziz AlHammadi

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Network Structure and Core Features of Cognitive Emotion Regulation Strategies in Chinese Adolescents with NSSI by Zhang P, Shi J

“…Significant differences in network structure, global strength, and centrality were observed between the two groups, reflecting distinct patterns of CERS.Conclusion: NSSI is associated with tightly connected, rigid CERS networks. …”
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Exploring the dynamics of seasonal surface features using coastal and regional ocean community model by D. Jaishree, P.T. Ravichandran, D.V. Thattai

“…Understanding the changes in circulation patterns provides valuable insights into the Bay dynamics. …”
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Analysis of methylation features associated with neoadjuvant efficacy in HER2-positive breast cancer by Zibai Guo, Jinhong Wei, Anping Gui, Xuanhua Liang, Pengli Yu, Jing Bai, Liang Cui, Xuefeng Xia, Shihui Ma

“…BackgroundResponse to trastuzumab-based neoadjuvant therapy in human epidermal growth factor receptor type 2 (HER2)-positive breast cancer is affected by multiple features of the tumor. Few studies have investigated epigenetic features in these patients. …”
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