Microbial community assembly patterns at the species level in different parts of the medium temperature Daqu during fermentation by Zhang Wen, Pei-Jie Han, Da-Yong Han, Liang Song, Yu-Hua Wei, Hai-Yan Zhu, Jie Chen, Zheng-Xiang Guo, Feng-Yan Bai

“…Due to the spatial heterogeneity of solid fermentation, significant differences occurred in the fermentation state and appearance features in different parts of Daqu during fermentation. …”
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Clinical and Dermoscopic Patterns of Basal Cell Carcinoma and Its Mimickers in Skin of Color: A Practical Summary by Emmanouil Karampinis, Konstantina-Eirini Georgopoulou, Elli Kampra, Efterpi Zafiriou, Aimilios Lallas, Elizabeth Lazaridou, Zoe Apalla, Biswanath Behera, Enzo Errichetti

“…The most prevalent differentiating dermoscopic feature for BCC includes blue, black and gray dots, though arborizing vessels still remain the predominant BCC feature, even in dark phototypes. …”
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Artificial intelligence in automatic image segmentation system for exploring recurrence patterns in small cell carcinoma of the lung by Jing Shen, Shaobin Wang, Hui Guan, Mingyi Di, Zhikai Liu, Qi Chen, Mei Li, Jie Shen, Ke Hu, Fuquan Zhang

“…Upon analyzing recurrence patterns among 94 patients, a total of 170 instances were examined. …”
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DISORDERS OF EXTERNAL RESPIRATION AND THEIR IMPACT ON THE CLINICAL OUTCOME IN THE PATIENTS UNDERGOING CARDIAC SURGERY by D. N. Ponomarev, O. V. Kamenskaya, A. S. Klinkova, I. Yu. Loginova, I. A. Kornilov, V. A. Shmyrev, V. V. Lomivorotov

“…The pattern was evaluated as obstructive with the ratio of FEV1 /FVLC < 0.70; and the restrictive pattern was the combination of FEV1 /FVLC≥ 0.70 and FVLC < 80% of "must". …”
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Mitigating the Concurrent Interference of Electrode Shift and Loosening in Myoelectric Pattern Recognition Using Siamese Autoencoder Network by Ge Gao, Xu Zhang, Xiang Chen, Zhang Chen

“…The SAEN model was trained with a variety of shifted-view and masked-view feature maps, which were simulated through feature transformation operated on the original feature maps. …”
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Doubling multiplexed imaging capability via spatial expression pattern-guided protein pairing and computational unmixing by Gyuri Kim, Hyejin Shin, Minho Eom, Hyunwoo Kim, Jae-Byum Chang, Young-Gyu Yoon

“…We then validate the feature extraction network with ten proteins, showing a high correlation between spatial pattern distinction and signal unmixing performance. …”
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Visual Perception and Fixation Patterns in an Individual with Ventral Simultanagnosia, Integrative Agnosia and Bilateral Visual Field Loss by Isla Williams, Andrea Phillipou, Elsdon Storey, Peter Brotchie, Larry Abel

“…We hypothesised that gaze patterns would differ with successful processing and that feature integration could be disrupted by distractors. …”
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A Novel Method for Recognition of Bioradiolocation Signal Breathing Patterns for Noncontact Screening of Sleep Apnea Syndrome by Maksim Alekhin, Lesya Anishchenko, Alexander Tataraidze, Sergey Ivashov, Vladimir Parashin, Lyudmila Korostovtseva, Yurii Sviryaev, Alexey Bogomolov

“…A novel method for recognition of breathing patterns of bioradiolocation signals breathing patterns (BSBP) in the task of noncontact screening of sleep apnea syndrome (SAS) is proposed and implemented on the base of wavelet transform (WT) and neural network (NNW) applications. …”
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Weighted Filter Bank and Regularization Common Spatial Pattern-Based Decoding Algorithm for Brain-Computer Interfaces by Jincai Ye, Jiajie Zhu, Shoulin Huang

“…To address this challenge, this study proposes a mutual information weighted filter bank regularized common spatial pattern (WFBRCSP) algorithm. The algorithm divides the signal into multiple frequency bands, adaptively assigns subject weights based on the mutual information maximization criterion, and optimizes the covariance matrix with a regularization strategy, significantly improving the robustness of feature extraction. …”
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Vertical structure and occurrence patterns of the cross-equatorial northerly surge under different ENSO and MJO phases by Qoosaku Moteki

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Modulation pattern recognition method of wireless communication automatic system based on IABLN algorithm in intelligent system. by Ting Xie, Xing Han

“…The aim of this study is to address the limitations of convolutional networks in recognizing modulation patterns. These networks are unable to utilize temporal information effectively for feature extraction and modulation pattern recognition, resulting in inefficient modulation pattern recognition. …”
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Identifying hotspots and classifying the spatial distribution pattern of karst collapse pillars with Moran’s index in coal mine by Junsheng Yan, Junsheng Yan, Junsheng Yan, Zaibin Liu, Zaibin Liu, Zaibin Liu, Zaibin Liu, Hui Yang, Hui Yang, Hui Yang, Lin An, Lin An, Lin An, Wei Li, Tiantian Wang, Qian Xie, Qian Xie, Qian Xie, Chenguang Liu, Chenguang Liu, Chenguang Liu, Chenguang Liu

“…The method integrates morphological feature analysis of KCPs with a combined weighting scheme using the Analytic Hierarchy Process (AHP) and Entropy Weight Method (EWM). …”
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LSTM-based framework for predicting point defect percentage in semiconductor materials using simulated XRD patterns by Mehran Motamedi, Reza Shidpour, Mehdi Ezoji

“…This LSTM-based method offers a novel approach to predicting defect percentages using simulated XRD patterns of materials.…”
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Efficacy of Mepolizumab in the Treatment of Severe Asthma with a Mixed Granulocytic Pattern of Airway Inflammation (Case Report) by A. M. Gubareva, S. V. Fedosenko, D. A. Vinokurova, S. V. Nesterovich, E. S. Kulikov, D. V. Polyakova, E. A. Starovoitova

“…A feature of one of the cases was the presence of cylindrical bronchiectasis in both lungs. …”
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Can Amygdala-Derived-EEG-fMRI-Pattern (EFP) Neurofeedback Treat Sleep Disturbances in PTSD? by Aron Tendler, Yaki Stern, Tal Harmelech

“…Background: Sleep disturbances are a core feature of post-traumatic stress disorder (PTSD), affecting up to 90% of patients and often persisting after standard PTSD treatment. …”
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Analysis of Disease-Induced Changes in Human Locomotor Patterns Through the Co-Joint Synergistic Attention Algorithm by Jingyao Chen, Chen Wang, Zeng-Guang Hou, Pingye Deng, Liang Peng, Pu Zhang, Ningcun Xu

“…Objective: Aiming to quantify and analyze disease-induced alterations in human movement, we explored the co-joint synergy patterns in locomotion through a vision-based co-joint synergistic attention algorithm. …”
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Discovering the key symptoms for identifying patterns in functional dyspepsia patients: A doctor's decision and machine learning by Da-Eun Yoon, Heeyoung Moon, In-Seon Lee, Younbyoung Chae

“…Implicit importance was assessed by feature importance from the random forest classification models, which classify the three pattern for general differentiation and perform binary classification for specific types. …”
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Cross-User Electromyography Pattern Recognition Based on a Novel Spatial-Temporal Graph Convolutional Network by Mengjuan Xu, Xiang Chen, Yuwen Ruan, Xu Zhang

“…With the goal of promoting the development of myoelectric control technology, this paper focuses on exploring graph neural network (GNN) based robust electromyography (EMG) pattern recognition solutions. Given that high-density surface EMG (HD-sEMG) signal contains rich temporal and spatial information, the multi-view spatial-temporal graph convolutional network (MSTGCN)is adopted as the basic classifier, and a feature extraction convolutional neural network (CNN) module is designed and integrated into MSTGCN to generate a new model called CNN-MSTGCN. …”
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Bibliometric analysis of current trends and emerging patterns in the application of nanomaterials for non-small cell lung cancer by Shanshan Cai, Weichang Yang, Hongquan Xing, Jiale Yang, Hongdan Luo, Xiaoqun Ye

“…Most publications are featured in The International Journal of Nanomedicine. …”
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Machine learning based identification of anoikis related gene classification patterns and immunoinfiltration characteristics in diabetic nephropathy by Jing Zhang, Lulu Cheng, Shan Jiang, Duosheng Zhu

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