Spatiotemporal regulation of alginate sub-structures at multiple scales revealed by monoclonal antibodies by Catherine T. Jones, Cassie Bakshani, Ieva Lelenaite, Jozef Mravec, Stjepan Krešimir Kračun, Jeff Pearson, Mathew D. Wilcox, Kevin Hardouin, Sonia Kridi, Cécile Hervé, William G.T. Willats

“…Alginates are comprised of D-mannuronic acid (M) and L-guluronic acid (G) and the ratios and distribution patterns of M and G profoundly impact their physiological and rheological properties. …”
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Advanced and interpretable corneal staining assessment through fine grained knowledge distillation by Yuqing Deng, Pujin Cheng, Ruiwen Xu, Lirong Ling, Hongliang Xue, Shiyou Zhou, Yansong Huang, Junyan Lyu, Zhonghua Wang, Kenneth K. Y. Wong, Yimin Zhang, Kang Yu, Tingting Zhang, Xiaoqing Hu, Xiaoyi Li, Xiaoying Tang, Yan Lou, Jin Yuan

“…To address these limitations, we developed the Fine-grained Knowledge Distillation Corneal Staining Score (FKD-CSS) model. …”
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Classification Modeling Method for Near-Infrared Spectroscopy of Tobacco Based on Multimodal Convolution Neural Networks by Lei Zhang, Xiangqian Ding, Ruichun Hou

“…In order to improve the accuracy of the tobacco origin classification, a near-infrared spectrum (NIRS) identification method based on multimodal convolutional neural networks (CNN) was proposed, taking advantage of the strong feature extraction ability of the CNN. Firstly, the one-dimensional convolutional neural network (1-D CNN) is used to extract and combine the pattern features of one-dimensional NIRS data, and then the extracted features are used for classification. …”
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Determinants driving the evolution of new multiple sclerosis lesions into chronic active or remyelinated states by G. Boffa, C. Razzetta, D. Boccia, S. Garbarino, E. Cipriano, A. Uccelli, C. Lapucci, M. Piana, M. Inglese

“…At 12 months, 13 % lesions were classified as PRL and 45 % as ISO. The key predictive features were similar for both classes (lesion volume, patient age and sex) except for the pattern of contrast enhancement (which was selected for PRL classification) and lesion topography (which was selected for ISO classification). …”
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Light focusing and additive manufacturing through highly scattering media using upconversion nanoparticles by Qianyi Zhang, Antoine Boniface, Virendra K. Parashar, Viola Sgarminato, Jorge Madrid-Wolff, Martin A. M. Gijs, Christophe Moser

“…The propagation of light is scrambled to form random speckle patterns, making it impossible to print features at the diffraction-limited size with conventional printing approaches. …”
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Characterization and prognostic of CD8 + TIM3 + CD101 + T cells in glioblastoma multiforme by Hong-Liang Wang, Sai Li, Chun-Chun Ma, Xiang-Hu Zheng, Hao-Yuan Wu, Chen-Xi Chang, Zhi-Hao Yang, Jia-Wei Wang, Fa-Ming Pan, Bing Zhao

“…Pseudotime analysis indicated CD8 + TIM3 + CD101-T cells as precursors to CCT cells, unveiling unique gene expression patterns during this transition. The prognostic model, incorporating 22 gene features via LASSO regression, demonstrated strong predictive ability through Receiver Operating Characteristic (ROC) curves. …”
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Marketing research of the attractiveness of universities by A. Sukha, J. Kripka, A. Bezmenko, N. Chupryna, V. Sazonova, O. Chernysheva

“…In this article we examined the patterns and features of choosing a university by applicants. …”
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IoT‐Based Elderly Health Monitoring System Using Firebase Cloud Computing by Adhan Efendi, Muhammad Imam Ammarullah, Indra Griha Tofik Isa, Meli Puspita Sari, Jasmine Nurul Izza, Yohanes Sinung Nugroho, Hamid Nasrullah, Denny Alfian

“…The system features a robust Android‐based user interface integrated with the Firebase cloud platform, ensuring real‐time data collection and analysis. …”
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Spatial transcriptomic analysis across histological subtypes reveals molecular heterogeneity and prognostic markers in early‐stage lung adenocarcinoma by Hua Geng, Wenhao Zhou, Haitao Luo, Jiaqian Wang, Shixiong Li, Congcong Song, Yujie Zhao, Meilin Xu

“…ABSTRACT Background The progression and prognosis of early‐stage lung adenocarcinoma are closely associated with histologic subtypes, yet the presence of mixed histologic patterns often complicates prognostic assessment. Currently, the correlation between molecular and histologic features remains poorly understood. …”
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Remote sensing techniques to assess badlands dynamics: insights from a systematic review by Rosa Colacicco, Marco La Salandra, Isabella Lapietra, Alberto Refice, Domenico Capolongo

“…Badlands are typical landforms that develop on unconsolidated sediments or poorly consolidated bedrock, with bare or sparse vegetation, generally characterized by high rates of erosion. …”
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Kinship analyses in forensic genetics: when complex hypotheses meet (very) complex genotypes by Marisa Faustino, Leonor Gusmão, António Amorim, Daniel Kling, Nádia Pinto

“…In such cases, it might be useful to analyze the X chromosome due to its unique features, specifically its haplodiploid mode of transmission and recombination pattern, which have been proven to be powerful to complement the information given by the autosomes or to solve complex kinship cases [1]. …”
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A comprehensive analysis of molecular characteristics of hot and cold tumor of gastric cancer by Chenxi Lv, Tianwei Chen, Jiangtao Li, Yuqiang Shan, Hong Zhou

“…A prognostic signature, termed the hot tumor top regulators (HTTR), was developed using 101 machine learning algorithm combinations. …”
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Investigation of bivariate particle size-density classification and quality differentiation of coal gasification fine slag by Xu SHI, Lili LIU, Mo CHU, Suqian GU, Jianfei DONG, Yanyu LIU

“…“Porous carbon”: Present in medium-coarse size fractions (0.074-0.25 mm) and medium-high density fractions (1.9-2.3 g/cm3), with well-developed internal pores and a large specific surface area. …”
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Science of science by S. Fortunato, C. T. Bergstrom, K. Börner, J. A. Evans, D. Helbing, S. Milojević, A. M. Petersen, F. Radicchi, R. Sinatra, B. Uzzi, A. Vespignani, L. Waltman, D. Wang, A.-L. Barabási

“…The science of science uses large-scale data on the production of science to search for universal and domainspecific patterns. Here, we review recent developments in this transdisciplinary field.…”
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The Ecosystem Services Assessment of Wetlands based on the Classification of Hydrological-ecological Structures and Functions (Case study: Shadegan Wetland) by leila Rahimi, Bahram Malekmohammadi, Ahmad reza Yavari

“…The management strategies are developed based on EBM-DPSER model and trade-off analysis of wetland ecosystem services.The most important management strategies include the following: - Preparation of the wetland land use map and zoning of the wetland to appropriate and allowed areas for human activities; - Investigating existing livelihood patterns and providing alternative and eco-friendly livelihoods in the region; - Investigating existing livelihood patterns and providing alternative and eco-friendly livelihoods in the region; - Establishing a legal mechanism for allocating the right of water wetland from the upstream rivers and restoring the wetland share of the agricultural, industrial and energy sectors; - Identifying the main sources of dust and developing biomechanical and bioengineering plans using the existing capacities in the province, especially attracting local people's participation. 4-Conclusion The proposed framework has gone beyond the traditional approaches to assessing and managing wetlands, which have not yet been effective and are not based on the understanding of the structure and functions of wetlands. …”
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METHODS FOR THE TRAINING OF FUTURE IT SPECIALISTS IN STRATEGIC AND TACTICAL ACTIVITIES IN BUSINESS ORGANIZATIONS by Lavrentieva Olena, Krupskyi Oleksandr

“…It has been noted that the methods of formation of future IT specialists’ readiness for strategic and tactical activities involve a number of stages, namely: 1) actualization of professional needs, interests, motives, and formation of students’ business values; 2) determination of the goal and selection the tools of influence aimed at the shaping of students’ scientific and theoretical knowledge and personal experience in the implementation of professional skills; 3) arming students with an arsenal of strategies that allow for a holistic analysis of the situation, actions, and motives and, as a result, permits to reduce the operational costs of the organization and the turned IT service into a driver of business; 4) modelling of possible strategy implementation tactics in various production situations; 5) analysis of acquired experience, control and correction of formation of future IT specialists’ professionally important competencies. The features of the application of methods of activation and stimulation of motivation and responsibility in educational and professional activities, organizational methods, the method of immersion in the situation, the method of pattern and case study in the process of formation of tactical and strategic competence in future IT specialists have been defined and described. …”
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Pertussis clinical profile shift, severity, prediction in a tertiary hospital: A comparative study before, during, and after COVID-19 in Southern China by Shufeng Tian, Yulan Chen, Qiru Su, Biao Sun, Zengrui Lin, Yuchun Long, Hongmei Wang, Cuijuan Liao, Ying Zhang, Jinjun Zheng, Lvjun Chen, Song Guan, Sen Wang, Xinlei Xu, Jingwen Ai, Wenhong Zhang, Jikui Deng

“…Analysis included changes in demographic and clinical features, indicators of severe cases, and resistance patterns over the study period. …”
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Proteomic profiling of cotton fiber developmental transition from cell elongation to secondary wall deposition by Zhou Xiaoyun, Hu Wenran, Li Bo, Yang Yang, Zhang Yong, Thow Kieran, Fan Ling, Qu Yanying

“…Strikingly, a large proportion of differentially expressed proteins (DEPs) were identified at 19–23 dpa in Gh and at 23–27 dpa in Gb, corresponding to their fiber developmental transition timing. To better understand fiber transitional development, we comparatively analyzed those DEPs in 19–23 dpa of Gh vs. in 23–27 dpa of Gb, and noted that these cotton species indeed share fundamentally similar fiber developmental features under the biological processes. …”
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Space Gene Quantification and Mapping of Traditional Settlements in Jiangnan Water Town: Evidence from Yubei Village in the Nanxi River Basin by Yuhao Huang, Zibin Ye, Qian Zhang, Yile Chen, Wenkun Wu

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Text-mining metadata: What can titles tell us of the history of modern and contemporary art? by Mike Bowman

“…The use of topic modelling, parts-of-speech tagging and word counting allows me to identify large-scale and long-run patterns in the language used in the titles of those artworks. …”
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