BIDpred: unraveling B cell Immunodominance hierarchical pattern using statistical feature discovery and deep learning prediction by Sungjin Choi, Dongsup Kim

“…Based on these findings, we developed BIDpred, a B cell ImmunoDominance predictor, that learns newly discovered features by leveraging protein language model embeddings and graph attention network to predict the immunodominance scores. …”
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Graph-Based Feature Crossing to Enhance Recommender Systems by Congyu Cai, Hong Chen, Yunxuan Liu, Daoquan Chen, Xiuze Zhou, Yuanguo Lin

“…First, to learn relationships between items, a graph whose distance is measured by Normalised Point-Wise Mutual Information (NPMI) is applied to link items for the co-occurrence pattern. Then, to learn as many useful features as possible for higher recommendation quality, a Convolutional Neural Network (CNN) and the Transformer model are used to parallelly learn local and global feature interactions. …”
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Detection and Pattern Recognition of Chemical Warfare Agents by MOS-Based MEMS Gas Sensor Array by Mengxue Xu, Xiaochun Hu, Hongpeng Zhang, Ting Miao, Lan Ma, Jing Liang, Yuefeng Zhu, Haiyan Zhu, Zhenxing Cheng, Xuhui Sun

“…Chemical warfare agents (CWAs), including hydrogen cyanide (AC), 2-[fluoro(methyl)phosphoryl]oxypropane (GB), 3-[fluoro(methyl)phosphoryl]oxy-2,2-dimethylbutane (GD), ethyl S-(2-diisopropylaminoethyl) methylphosphonothioate (VX), and di-2-chloroethyl sulfide (HD), pose a great threat to public safety; therefore, it is important to develop sensing technology for CWAs. Herein, a sensor array consisting of 24 metal oxide semiconductor (MOS)-based MEMS sensors with good gas sensing performance, a simple device structure (0.9 mm × 0.9 mm), and low power consumption (<10 mW on average) was developed. …”
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Features of the functioning of regional airports in the context of the development of the Russian air transportation market by I. N. Rykova, A. A. Alaev, R. S. Gubanov

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Features and Regional Disparities of Consultancy Services in Romania by Tudor Ciumara, Iulia Lupu

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Using spatial statistics and point‐pattern simulations to assess the spatial dependency between greater sage‐grouse and anthropogenic features by Jeffrey K. Gillan, Eva K. Strand, Jason W. Karl, Kerry P. Reese, Tamara Laninga

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Comparing of athletic performance and biometric features of selected teenagers based on the specific talent identification pattern of Karate with elite athletes by seyed Ehsan Naghibi, Mehrdad Anbarian, Mohammad Reza Mahmoodkhani

“…Objective: The aim of this study was to comparing the athletic performance and biometric features in elite karate players teenagers with a specific talent identification pattern of&nbsp; karate in a professional gyms in Iran. …”
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Effects of human activity on space use and movement patterns of female Elk by Stephen L. Webb, Matthew R. Dzialak, Seth M. Harju, Larry D. Hayden‐Wing, Jeffrey B. Winstead

“…We documented and compared annual space use and daily movement patterns (i.e., movement distance and tortuosity) of female elk (Cervus elaphus) relative to human activity associated with development of energy resources in Colorado and New Mexico, USA, from 2006 to 2010. …”
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Evaluation of EMG patterns in children during assisted walking in the exoskeleton by Margherita Villani, Priscilla Avaltroni, Priscilla Avaltroni, Giulia Scordo, Giulia Scordo, Damiana Rubeca, Damiana Rubeca, Peter Kreynin, Ekaterina Bereziy, Denise Berger, Denise Berger, Germana Cappellini, Germana Cappellini, Francesca Sylos-Labini, Francesca Sylos-Labini, Francesco Lacquaniti, Francesco Lacquaniti, Yury Ivanenko

“…This work shows promise as a useful technique for analyzing exoskeleton performance to help children develop their natural gait pattern and to guide system optimization in the future for inclusion into clinical care.…”
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A Comparative Study of Multiple Object Detection Using Haar-Like Feature Selection and Local Binary Patterns in Several Platforms by Souhail Guennouni, Ali Ahaitouf, Anass Mansouri

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From genes to patterns: a framework for modeling the emergence of embryonic development from transcriptional regulation by Jimena Garcia-Guillen, Ezzat El-Sherif

“…While similar emergent behavior is well understood in other fields, such as statistical mechanics, the regulation of gene expression in development remains less clear, particularly regarding how molecular-level gene interactions lead to the large-scale patterns observed in embryos. …”
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Enhanced Kidney Stone Detection and Classification Using SVM and LBP Features by Hawkar K. Hama, Hamsa D. Majeed, Goran Saman Nariman

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TLR4/MyD88 expression patterns and novel genetic variants: association with aggressive clinicopathological features in colorectal cancer by Thai Tra Dang, Thai Tra Dang, Viet Nhat Pham, Ngoc Dung Tran, Thu Hang Ngo, Van Mao Can, Huy Hoang Nguyen, Thi Xuan Nguyen, Thanh Chung Dang

“…BackgroundToll-like receptor 4 (TLR4) and myeloid differentiation factor 88 (MyD88) signaling play a critical role in colorectal cancer (CRC) development. Despite extensive research, the relationship between genetic variations and protein expression patterns during adenoma-carcinoma progression remains poorly understood.MethodsWe conducted a cross-sectional study of 176 CRC patients and 131 adenoma patients. …”
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Pattern Recognition Receptor-Mediated Chronic Inflammation in the Development and Progression of Obesity-Related Metabolic Diseases by Lili Yu, Yanhua Li, Cancan Du, Weidong Zhao, Hanxiao Zhang, Yun Yang, Aiping Sun, Xiangfeng Song, Zhiwei Feng

“…Here, we review the major features of the current understanding with respect to obesity-related chronic inflammation in metabolic tissues, focus on Toll-like receptors and nucleotide-binding oligomerization domain-like receptors with an emphasis on how these receptors determine metabolic disease progression, and provide a summary on the development and progress of PRR antagonists for therapeutic intervention.…”
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Experimental assessment of the informativity of signs in the analysis of 2d images of bone objects in forensic examination. by A. A. Doudkin, A. A. Voronov, V. V. Ganchenko, E. E. Marushko, L. P. Podenok, A. V. Inyutin

“…This article describes the software implementation of the system for extracting and evaluating information features from 2D images of bone fractures and bone objects for classifying fractures and identifying the alleged instrument that caused the injury. …”
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Change Patterns of Desertification and Its Dominant Influencing Factors in China–Mongolia–Russia Economic Corridor Based on MODIS and Feature Space Model by Longhao Wang, Bing Guo, Rui Zhang

“…The optimal feature space model was used to establish the spatial–temporal change patterns of desertification in the CMREC from 2001 to 2020, and then the dominant driving factors were quantitatively determined. …”
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Machine learning for early detection of plant viruses: Analyzing post-infection electrical signal patterns by Elham Ghasemi, Esmaeil Ebrahimie, Ali Niazi

“…This study presents a novel approach for early detection of viral infections in plants by analyzing electrical signal patterns, focusing on Alfalfa Mosaic Virus (AMV) infection in tobacco plants. …”
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The association between the follicular distribution pattern of polycystic ovaries and metabolic syndrome development in patients with polycystic ovary syndrome a prospective cohort... by Zahra Pourkhani, Shahideh Jahanian Sadatmahalleh, Ashraf Moini, Malihe Nasiri

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Lower Amounts of Nuts, Fish, Vegetable Oil and Dairy Products Consumption Are Characteristic Features of Dietary Patterns in MASLD: Matched-Pairs Controlled Study by Alexey Goncharov, Sergey Morozov, Armida Sasunova, Vasily Isakov

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DISTINCTIVE FEATURES AND PROSPECTS FOR DEVELOPING INVESTIGATION METHODOLOGIES TO BE USED BY CONSTRUCTION FORENSICS EXPERTS IN ARBITRATION PROCEEDINGS by A. Butyrin, E. Stativa

“…The authors identify distinctive features of the process of developing methodologies that can be used by construction forensics experts in arbitration proceedings. …”
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