A Rare Case of Undifferentiated Carcinoma of the Colon with Rhabdoid Features: A Case Report and Review of the Literature by E. Moussaly, J. P. Atallah

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Atypical Features Resembling Poorly Differentiated Thyroid Carcinoma Presenting Entirely within a Follicular Adenoma by Daniel Ching, Connull Leslie

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A correlation research of Ki67 index, CT features, and risk stratification in gastrointestinal stromal tumor by Huali Li, Gang Ren, Rong Cai, Jian Chen, Xiangru Wu, Jianxi Zhao

“…Conclusions Our findings suggest that the Ki67 index is an effective complementation in predicting the prognosis of GISTs, and CT features including size, contour, and margin of the tumor, presence of necrosis or cystic degeneration, and pattern of enhancement provide evidence to support the importance of preoperative assessment.…”
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Extracting of Fault Features for Rotating Machinery of High-speed Train Based on EEMD Energy Entropy-LPP by Chen ZHANG, Tao FANG, Kaiqi YAN

“…By combining EEMD, energy entropy and LPP, the vibration signal was subjected to EEMD adaptive decomposition, and the energy entropy of the high-frequency IMF component was calculated to obtain a high-dimensional feature vector set to complete the preliminary feature extraction; then the high-dimensional feature vector was converted by the LPP algorithm set projection to low-dimensional space to further extract features to form a low-dimensional sample set, which reduced the complexity of feature data while preserving the local geometric information of fault features, while improved the classification performance of fault pattern recognition; finally, the low-dimensional sample set was input to the KNN classifier for fault recognition. …”
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Analyzing display photometric features through time-dependent dynamics of accommodative responses and ocular imaging quality by Jianqi Cai, Shanshan Zeng, Ya Guo, Wentao Hao

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Evaluation of Clinical and Immunopathological Features of Different Infective Doses of Trypanosoma cruzi in Dogs during the Acute Phase by Israel A. Quijano-Hernández, Alejandro Castro-Barcena, Esteban Aparicio-Burgos, Marco A. Barbosa-Mireles, Julio V. Cruz-Chan, Juan C. Vázquez-Chagoyán, Manuel E. Bolio-González, Eric Dumonteil

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Chemometric analysis of ethoxylated polymer products using extracted MALDI-TOF-MS peak distribution features. by Elizabeth Dickinson, Richard N Cawthorne, Peter Dodds, Graham M Atkinson, Pablo F García Thomas, Lucy Jones, Molly Crosbie, Janet Cook, Julie Wilson

“…We show that overlapping peak distributions from the different ethoxylated constituents of natural raw materials can be resolved, so that features of the individual distributions (m/z at distribution maximum, intensity at the distribution maximum, width of the distribution at half height, and ratio of the distribution to the major peak distribution) can be extracted and used with statistical pattern recognition techniques to study ethoxylated products. …”
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Explainable semi-supervised model for predicting invasion depth of esophageal squamous cell carcinoma based on the IPCL and AVA patterns by Liumin Kang, Jinzhou Zhu, Haoxiang Ni, Shiqi Zhu, Lihe Liu, Jiaxi Lin, Yu Wang, Xiaohua Shi, Rui Li

“…Furthermore, Grad-CAM was for visualized explanation of images; local interpretation, feature importance, and partial dependence plots were conducted for classifiers; and t-SNE was for visualization of feature vectors. …”
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A Quantitative Method for Characterizing the Spatial Layout Features of Ethnic Minority Rural Settlements in Southern China by Xi Luo, Jian Zhang

“…On this basis, the spatial layout features of rural settlement are extracted, and corresponding characteristic maps are constructed. …”
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Perplexing Case of IgG4-Related Mastitis: Hitherto Undescribed Contrast-Enhanced Mammography Features by Veenu Singla, Dollphy Garg, Debajyoti Chatterjee, Raghav Lal, Rajender Kumar Basher, Siddhant Khare

“…To the best of our knowledge, this case is the first report in the literature to illustrate the CEM features of IgG4-RM, offering novel imaging insights into this underrecognized entity.…”
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An Efficient Text-Mining Framework of Automatic Essay Grading Using Discourse Macrostructural and Statistical Lexical Features by Husam M. Alawadh, Talha Meraj, Lama Aldosari, Hafiz Tayyab Rauf

“…Moreover, the proposed study covered four different aspects of student-written essays and extracted cohesion features via sentence connectivity, coherence via sentence relatedness, statistical lexical features via the Term Frequency (TF)-Inverse Document Frequency (IDF) method, and discourse macrostructural features via calculating the unique pattern of each essay. …”
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Clinical features of patients with dysthymia in a large cohort of Han Chinese women with recurrent major depression. by Wenqing Wu, Zhoubing Wang, Yan Wei, Guanghua Zhang, Shenxun Shi, Jingfang Gao, Youhui Li, Ming Tao, Kerang Zhang, Xumei Wang, Chengge Gao, Lijun Yang, Kan Li, Jianguo Shi, Gang Wang, Lanfen Liu, Jinbei Zhang, Bo Du, Guoqing Jiang, Jianhua Shen, Ying Liu, Wei Liang, Jing Sun, Jian Hu, Tiebang Liu, Xueyi Wang, Guodong Miao, Huaqing Meng, Yi Li, Chunmei Hu, Yi Li, Guoping Huang, Gongying Li, Baowei Ha, Hong Deng, Qiyi Mei, Hui Zhong, Shugui Gao, Hong Sang, Yutang Zhang, Xiang Fang, Fengyu Yu, Donglin Yang, Tieqiao Liu, Yunchun Chen, Xiaohong Hong, Wenyuan Wu, Guibing Chen, Min Cai, Yan Song, Jiyang Pan, Jicheng Dong, Runde Pan, Wei Zhang, Zhenming Shen, Zhengrong Liu, Danhua Gu, Xiaoping Wang, Xiaojuan Liu, Qiwen Zhang, Yihan Li, Yiping Chen, Kenneth S Kendler, Jonathan Flint, Zhen Zhang

“…<h4>Results</h4>We examined the clinical features in 5,950 Han Chinese women with MDD between 30-60 years of age across China. …”
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Influence of meniscus on cartilage and subchondral bone features of knees from older individuals: A cadaver study. by Sébastien Touraine, Hamid Bouhadoun, Klaus Engelke, Jean Denis Laredo, Christine Chappard

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Comparative analysis of morphologival parameters in isolated and fused L5 spondylolysis patients on the basis of CT features by Rui Ma, Xiaoxia Huang, Luyao Li, Ye Kai, Jun Liu, Gao Leilei, Xiangning Sun, Yong Teng

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Genome-wide identification and expression pattern analysis of the cinnamoyl-CoA reductase gene family in flax (Linum usitatissimum L.) by Xixia Song, Dandan Liu, Yubo Yao, Lili Tang, Lili Cheng, Lie Yang, Zhongjuan Jiang, Qinghua Kang, Si Chen, Jiarong Ru, Lili Zhang, Guangwen Wu, Hongmei Yuan

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ANALYSING MARKET DYNAMICS: REVEALING OBSCURED PATTERNS IN LQ45 STOCKS (2021-2023) USING WARD’S HIERARCHICAL CLUSTERING by Giovanny Theotista, Margareta Febe, Michael Sannova Ryan

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Uncoupling protein 2 and 4 expression pattern during stem cell differentiation provides new insight into their putative function. by Anne Rupprecht, Dana Sittner, Alina Smorodchenko, Karolina E Hilse, Justus Goyn, Rudolf Moldzio, Andrea E M Seiler, Anja U Bräuer, Elena E Pohl

“…In line with this finding, neuroblastoma cells that display metabolic features of tumor cells express UCP2, but not UCP4. …”
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Spatial pattern of woody plant species richness and composition in primary warm temperate evergreen forest in Kasugayama Hill, Japan by Shuntaro Watanabe, Yuri Maesako, Tomoya Inada

“…Our study also found that compositional shift along the elevational gradient was mainly caused by habitat specialization among congeneric species, suggesting that niche partitioning among closely-related species is a fundamentally important feature of the intermediate spatial scale species richness pattern. …”
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Data-Driven Insights Into EV Charging Patterns: Machine Learning Models Reveal Key Predictors of Station Utilization in Tennessee by Seyedmehdi Khaleghian, Thanh-Nam Doan, Joe Knox, Austin Harris, Mina Sartipi

“…This study analyzes electric vehicle (EV) charging patterns and station utilization in Tennessee using machine learning (ML) techniques. …”
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Mapping Crop Types and Cropping Patterns Using Multiple-Source Satellite Datasets in Subtropical Hilly and Mountainous Region of China by Yaoliang Chen, Zhiying Xu, Hongfeng Xu, Zhihong Xu, Dacheng Wang, Xiaojian Yan

“…A timely and accurate distribution of crop types and cropping patterns provides a crucial reference for the management of agriculture and food security. …”
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