EEG feature extraction methods in motor imagery-based brain-computer interfaces: a systematic review and network meta-analysis by Jiahao Cheng, Peng Chen, Yufeng Deng, Yi Luo, Fengyan Chen, Jiwang Ma, Fei Wang, Fen Xu, Sheng Guo, X. San Liang, Tao Zhang

“…Aim: This study systematically evaluates various feature extraction methods used in MI-based BCIs, with a specific focus on their performance in binary and multi-class classification tasks. …”
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Pathological features and immunohistochemical characteristics of clear cell (glycogen-rich) urothelial carcinoma: a case report and systematic review of the literature by Weiming Wang, Baogang Zhang, Zhangli Wu, Chuanling Hou, Mengyao Li, Tianyi Zhang

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Clinicopathological features of two ultra-rare cases of malignant perivascular epithelioid cell tumors (PEComas) involving the uterus with recent updates by Bharat Rekhi, Santosh Menon

“…Herein, we present the clinicopathological features of two such cases, including their diagnostic implications with recent updates. …”
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Comprehensive performance analysis of a flat plate solar water heating system featuring a dual-inlet modified absorber by Elumalai Vengadesan, K. Gnanasekaran

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Investigating Spatial Heterogeneity Patterns and Coupling Coordination Effects of the Cultural Ecosystem Service Supply and Demand: A Case Study of Taiyuan City, China by Xin Huang, Cheng Li, Jie Zhao, Shuang Chen, Minghui Gao, Haodong Liu

“…Key findings include the following: (1) A pronounced spatial heterogeneity in CES supply distribution, exhibiting a core-to-periphery diminishing gradient, with inverse correlations observed among different CES categories. (2) Accessibility, topographic features, and fractional vegetation cover emerged as primary drivers of spatial supply differentiation, while climatic factors and elevation exerted non-negligible influences on this Loess Plateau urban system. (3) Four spatial mismatch patterns were identified through the supply–demand analysis: high supply–high demand (38.1%), low supply–low demand (37.2%), low supply–high demand (13.6%), and high supply–low demand (10.9%). …”
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Assessment of liver involvement in Wilson’s disease with different liver echo patterns based on liver stiffness evaluated on Transient elastography and Sound Touch Viscoelastograph... by Yan Li, Baoqi Li, Fu Jin, Juan Juan Ni, Jing Ping Wang

“…The 6 types of liver echo patterns were classified into three groups: fatty liver pattern, coarse pattern, and nodule pattern. …”
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Satellite A-DInSAR pattern recognition for seismic vulnerability mapping at city scale: insights from the L’Aquila (Italy) case study by Alessandra Sciortino, Roberta Marini, Vincenzo Guerriero, Paolo Mazzanti, Marco Spadi, Marco Tallini

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A Fast Recognition Method for Space Targets in ISAR Images Based on Local and Global Structural Fusion Features with Lower Dimensions by Hong Yang, Yasheng Zhang, Wenzhe Ding

“…By introducing the local structural feature, Local Binary Pattern (LBP), the complementary fusion of the global and local features is achieved, which makes up for the missing structural information of the trace feature and ensures the integrity of the ISAR image feature information. …”
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Prevalence and Antimicrobial-Resistant Features of Shigella Species in East Africa from 2015–2022: A Systematic Review and Meta-Analysis by Basha Ayele, Getenet Beyene, Mekdelawit Alemayehu, Aman Dekebo, Zeleke Mekonnen, Gashaw Nigussie

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Sodium-dependent phosphate transporter NaPi2b as a candidate for targeted therapy: features of structure, function, and expression by R. G. Kiyamova, R. A. Vlasenkova, L. F. Bulatova

“…The NaPi2b transporter gene (SLC34A2) has a broad expression pattern in healthy tissues, including small intestinal epithelial cells, where NaPi2b plays a major role in the absorption of dietary phosphate. …”
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Pancreatic solid pseudopapillary neoplasm: clinical, computed tomography and endoscopic ultrasound features unraveling a rare tumor with pathologic correlation by Fatmaelzahraa Abdelfattah Denewar, Ahmed E. Eladl, Fatma Mohamed Sherif, Omar Abdallah, Elsayed Ghoneem, Khadija Denewar, Eman Fouad Omran, Zainab A. Ramadan

“…We aimed to elucidate distinctive imaging features of SPN on computed tomography (CT) and endoscopic ultrasound (EUS) with pathologic correlation, enabling radiologists to better recognize and distinguish them from other pancreatic lesions. …”
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Atypical ductal hyperplasia diagnosed by US-guided core needle biopsy: clinical, pathological and US features associated with upgrading to malignancy by Jun Kang Li, Yong Jie Xu, Rui Lan Niu, Nai Qin Fu, Zhi Ying Jin, Shi Yu Li, Yu Chen Liu, Zhi Li Wang

“…Predictors included in the model were age, the pathological pattern of ADH with intraductal papilloma or ADH alone, Ki-67 positivity, and imaging-pathological discordance. …”
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Features of the dynamics of serum C-reactive protein and IL-6 concentrations in case of experimental carrageenan-induced inflammation of temporomandibular joints by D.O. Kovalchuk, N.M. Savielieva, A.Yu. Nikonov, N.M. Breslavets

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Correlation analysis between facial feature-based traditional Chinese medicine inspection of spirit classification and Beck Depression Inventory score by Shan Lu, Xubo Shang, Dong Yang, Junfeng Yan, Xiaoye Wang

“…Objective: To determine the correlation between traditional Chinese medicine (TCM) inspection of spirit classification and the severity grade of depression based on facial features, offering insights for intelligent intergrated TCM and western medicine diagnosis of depression. …”
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Diagnostic patterns of haemoglobinopathies: A prospective observational study using high-performance liquid chromatography in a remote tertiary care center of Telangana. by Dr. Sumayya, Dr . Charitha Sravanthi Battu, Dr . K Raja Kumar

“…The remaining 105 cases (57.7%) were unclassified on HPLC alone but showed features suggestive of iron deficiency anemia, anemia of chronic disease, or borderline hemoglobinopathy patterns. …”
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Common and disease-specific patterns of functional connectivity and topology alterations across unipolar and bipolar disorder during depressive episodes: a transdiagnostic study by Hao Sun, Rui Yan, Zhilu Chen, Xiaoqin Wang, Yi Xia, Lingling Hua, Na Shen, Yinghong Huang, Qiudong Xia, Zhijian Yao, Qing Lu

“…However, due to some common clinical and pathophysiological features, it is a clinical challenge to distinguish them, especially in the early stages of BD. …”
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Profile of Dermatophytes and Antifungal Susceptibility Pattern: A Cross-sectional Descriptive Study in a Government Setup in Urban South Kerala, India Nation by Lakshmi Nandakumar, Manjusree Suresh, Sabeena Jayapalan, O Sasikumari

“…Other species also exhibited a similar pattern of susceptibility. Conclusions: In the present study, T. mentagrophytes was found to be the predominant species, followed by T. rubrum. …”
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Network-based machine learning reveals cardiometabolic multimorbidity patterns and modifiable lifestyle factors: a community-focused analysis of NHANES 2015–2018 by Danhui Mao, Junfang Mu, Yajing Li, Lu He, Qianhui Chai, Xin Zhao, Xiaojun Ren, Hui Cheng

“…This study used Louvain and machine learning algorithm for CMM pattern detection. The features playing key roles in CMM pattern recognition included choline, iron, niacin, cholesterol, Vitamin B2 and potassium intake, which can serve as references for CMM health management.…”
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Recognition Number of The Vehicle Plate Using Otsu Method and K-Nearest Neighbour Classification by Maulidia Rahmah Hidayah, Isa Akhlis, Endang Sugiharti

“…The development of the license plate recognition program by using Otsu method and classification of KNN is following the steps of pattern recognition, such as input and sensing, pre-processing, extraction feature Otsu method binary, segmentation, KNN classification method and post-processing by calculating the level of accuracy. …”
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The Landscape and Archaeology of Jebel Sabaloka and the Sixth Nile Cataract, Sudan by Lenka Suková, Václav Cílek

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