UniHSFormer X for Hyperspectral Crop Classification with Prototype-Routed Semantic Structuring by Zhen Du, Senhao Liu, Yao Liao, Yuanyuan Tang, Yanwen Liu, Huimin Xing, Zhijie Zhang, Donghui Zhang

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Attention mechanism augmented random forest model for multiple air pollutants estimation by Xinyu Yu, Man Sing Wong, Kwon-Ho Lee

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Comprehensive molecular analysis of 26 newly established human pancreatic ductal adenocarcinoma cell lines reveals two clusters with variating drug sensitivities by Ju Eun Maeng, Jae-Hyeon Kim, Soon-Chan Kim, Won-Gun Yun, Wooil Kwon, Youngmin Han, Do-Youn Oh, Sang Hyub Lee, Jin-Young Jang, Ja-Lok Ku

“…By using Moffitt’s classification method, the two clusters, C1 and C2, showed comparable expression patterns to “Basal-like” and “Classical” types, respectively. …”
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Immunophenotyping of colon cancer for identification of potential antigens for colon cancer vaccines by Xuan Wang, Xuan Wang, Jingjiang Lai, Dawei Wang, Keyi Wei, Jing Yang

“…Through multi-omics analysis, we classify COAD into three immune subtypes (C1-C3) with distinct molecular and clinical features.MethodsData from TCGA and GEO databases were analyzed using bioinformatics tools. …”
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Machine Learning Approaches to Predict No-Shows in Saudi Arabian Primary and General Healthcare Settings by Abdulrahman Alshehri, Abdullah Saeed, Abdullah AlShafea, Sabah Althubiany, Mohammed Alshehri, Amer Alzahrani, Khalid Hakami, Lamia Ibrahim, Abdulrahim Alshehri, Rana Alamri

“…Regular appointments and PHCCs showed different attendance patterns than hospitals, while walk-in appointments did. …”
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Nonlinear Relationship Between the Elderly’s Perception of Green Spaces and Their Activity Characteristics by Yuanjing WU, Yongyi YOU, Wei ZHOU, Siren LAN

“…Compared to other age groups, the elderly show a higher demand for engaging in activities within green spaces, and their perception of these environments plays a key role in shaping their activity patterns. Understanding how these perceptions influence behavior is crucial for addressing the needs of aging populations in rapidly urbanizing societies. …”
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The choice of therapeutic tactics in a patient with diagnosed breast cancer and lung neoplasm by N. Yu. Germanovich, M. Yu. Pikunov, T. A. Shchegolkova, I. M. Mishchenko

“…Breast cancer (BC) has long held a leading position in oncology disease pattern among global female population. Statistics data show that BC metastasis to lung tissue accounts for 21–32 % of all distant metastasis cases. …”
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Effect of fiber orientation on the kinematical behaviors of a braided continuum manipulator by X. Hu, L. Yin, J. Chen, Z. Zhou, Z. Shang

“…In our recent work, a novel braided manipulator based on fibrous materials has been developed. By employing a hybrid braiding pattern, the manipulator features a thin-walled structure and a linear actuation response, enhancing its suitability for surgical environments. …”
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A Comprehensive Review on the Application of 3D Convolutional Neural Networks in Medical Imaging by Satyam Tiwari, Goutam Jain, Dasharathraj K. Shetty, Manu Sudhi, Jayaraj Mymbilly Balakrishnan, Shreepathy Ranga Bhatta

“…CNNs are particularly adept in automatically identifying complex patterns and features in pictures like X-rays, CT scans, and MRIs. …”
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Reduced sediment load and vegetation restoration leading to clearer water color in the Yellow River: Evidence from 38 years of Landsat observations by Ke Xia, Xintao Li, Taixia Wu, Shudong Wang, Hongzhao Tang, Yingying Yang

“…The results showed that YR’s FUI was generally high (mean FUI: 16.84 ± 1.85), with notable seasonal variation and spatial distribution patterns significantly influenced by dam construction and environmental features. …”
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Hybrid AE and Bi-LSTM-Aided Sparse Multipath Channel Estimation in OFDM Systems by Vijayakumar Kondepogu, Budhaditya Bhattacharyya

“…AE handles feature extraction, while Bi-LSTM performs estimation. …”
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Geothermal heat advected by the recharge of underground conduit. Case study of the karstic spring of Lez (Hérault, France) by Vasseur, Guy

“…Moreover, the mapping of the vertical temperature gradient at low depth indicates the general pattern of the recharge zone energy.…”
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COGNITIVE MODELING OF KNOWLEDGE MANAGEMENT MECHANISMS IN THE TRAINING OF SPECIALISTS by Liubava Chernova, Lyudmyla Chernova

“…The article also considers the possibility of the main provisions of the theory of knowledge management in the educational process, as improving the quality of training is the goal of any educational system. The article develops a cognitive model of the knowledge management mechanism, on the basis of cognitive analysis revealed useful patterns that reflect the influence of factors of different physical nature on the results of training. …”
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Accelerating Deep Learning-Based Morphological Biometric Recognition with Field-Programmable Gate Arrays by Nourhan Zayed, Nahed Tawfik, Mervat M. A. Mahmoud, Ahmed Fawzy, Young-Im Cho, Mohamed S. Abdallah

“…Their importance resides in their capacity to acquire hierarchical features, which is essential for recognizing complex patterns. …”
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COMPOSITION AND ZOOGEOGRAPHICAL DISTRIBUTION OF MAMMALS OF THE CAUCASUS by A. M. Batchiev

“…The obtained results allow us to identify and clarify the naturally existing in the course of historical development the modern faunal connections, patterns of the Caucasus theriofauna genesis. …”
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Petrogenesis and tectonic evolution of tourmaline- bearing leucogranites, Sikait area, South Eastern Desert of Egypt utilizing mineralogical and bulk rock analysis by Gehad M. Saleh, Mohamed S. Kamar, Farrage M. Khaleal, Mokhles K. Azer, Taher Nasr, El Saeed R. Lasheen

“…They are depleted in ∑REEs (av. 19.1 ppm) and reveal parallel, uniform patterns slightly notable depletion of HREEs in comparison with LREEs. …”
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Targeting SPATS2 in lung adenocarcinoma: implications for prognosis and immune-based therapy by Maorong Teng, Fangtao Yan, Jingping Shang, Xiaohua Sun, Yahui Wang, Jian Shen

“…Methods We integrated transcriptomic data from TCGA, GTEx, and GEO databases to evaluate SPATS2 expression patterns and their associations with clinical features and prognosis in LUAD. …”
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Anoikis in hepatocellular carcinoma: genetic alterations and immune microenvironment insights from single-cell and computational analysis by Bing Zhou, Jialing Zhang, Mingfeng Guo

“…Abstract Background Hepatocellular carcinoma (HCC) is characterized by high heterogeneity, and its molecular features and microenvironment complexity contribute to varied patient prognoses. …”
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Infectious brain abscesses and granulomas: analysis of 110 episodes in adults by Zahra Hesari, Mahboubeh Haddad, Fereshte Sheybani, Farzaneh Khoroushi, Ehsan Keykhosravi, Negar Morovatdar

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Combining Ecological Momentary Assessment and Social Network Analysis to Study Youth Physical Activity and Environmental Influences: Protocol for a Mixed Methods Feasibility Study by Tyler Prochnow, Genevieve F Dunton, Kayla de la Haye, Keshia M Pollack Porter, Chanam Lee

“…GPS coordinates will be collected with each EMA prompt to assess features of the built environment. Follow-up semistructured interviews will assess protocol acceptability. …”
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