Multimodal framework for phishing attack detection and mitigation through behavior analysis using EM-BERT and SPCA-BASED EAI-SC-LSTM by Mahmoud Murhej, G. Nallasivan

“…Thus, multiple data sources, including SMS, E-Mail, and URL links, are used in this paper to detect and mitigate phishing attacks.MethodsInitially, the input data is collected from the SMS, E-Mail, and URL datasets. …”
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Stenting Versus Non-stenting Strategy in Endovascular Treatment of Acute Anterior Ischemic Stroke Patients with Tandem Occlusion by Hüseyin Nezih Özdemir, Birgül Dere, Ayşe Güler, Celal Çınar, Hadiye Şirin, Bedriye Karaman, Emre Kumral

“…Thirty-five (64.8%) patients underwent emergency carotid stenting during EVT and 19 patients (35.2%) did not receive emergency carotid stenting. Hemorrhagic transformation after EVT, number of days in N-ICU, number of days in the hospital, in-hospital mortality, functional outcome at discharge, and 3-month functional outcome did not differ between the two groups (P > 0.05). …”
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Current applications and challenges in large language models for patient care: a systematic review by Felix Busch, Lena Hoffmann, Christopher Rueger, Elon HC van Dijk, Rawen Kader, Esteban Ortiz-Prado, Marcus R. Makowski, Luca Saba, Martin Hadamitzky, Jakob Nikolas Kather, Daniel Truhn, Renato Cuocolo, Lisa C. Adams, Keno K. Bressem

“…Results We show that most studies investigate Generative Pre-trained Transformers (GPT)-3.5 (53.2%, n = 66 of 124 different LLMs examined) and GPT-4 (26.6%, n = 33/124) in answering medical questions, followed by patient information generation, including medical text summarization or translation, and clinical documentation. …”
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Unpaired Spatio-Temporal Fusion for Remote Sensing Images via Deformable Global-Local Feature Alignment by Xinlan Ding, Huihui Song, Xu Zhang

“…Given a coarse-resolution remote sensing image on a prediction date as input, existing spatio-temporal fusion methods commonly use a pair of coarse and fine resolution images that are acquired close to the prediction date. …”
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Construction of machine learning-based models for screening the high-risk patients with gastric precancerous lesions by Shuxian Yu, Haiyang Jiang, Jing Xia, Jie Gu, Mengting Chen, Yan Wang, Xiaohong Zhao, Zehua Liao, Puhua Zeng, Tian Xie, Xinbing Sui

“…However, accurate non-invasive methods for distinguishing between PLGC and GC are currently lacking. …”
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SEM Deep Learning Multiclass Noise Level Classification With Data Augmentation by Kai Liang Lew, Kok Swee Sim, Shing Chiang Tan

“…GNLCN is compared with other state-of-the-art (SOTA) models, including ConvNeXT, ResNeXt, EfficientNetV2, Vision Transformer, and VGG-19. Three different SEM datasets are used, namely the NFFA-EUROPE dataset, EPFL CVLab EM dataset, and Biofilms SEM dataset. …”
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A Modern Computer Literacy Course from the Point of View of the New Third Age Generation by E. V. Grokhotova, D. A. Barkhatova

“…These studies are the basis and prove the need to revise existing computer literacy courses and develop new content and teaching methods that take into account the modern needs of third age people.…”
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Navigating the Clinical Landscape of Liposomal Therapeutics in Cancer Treatment by Andreja Kozak, Ernestina Lavrih, Georgy Mikhaylov, Boris Turk, Olga Vasiljeva

“…Outlining the properties of different types of liposomes, we focus on the effects of these properties on the liposomes’ targeting and drug release capabilities through innovative surface modifications and describe the most common methods of liposome preparation and characterization. …”
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Analysis and interpretation of aeromagnetic data for Wadi Zeidun area, Central Eastern Desert, Egypt by Mohammad G. Al-Ibiari, Atef A.M. Ismail, Ahmed A. El-Khafeef, Alhussein A. Basheer, Ali M.M. El-laban, Yara Tarek

“…The shallow sources can be separated from those of deeper causatives, using power spectrum transformation tool. Two methods for locating magnetic sources, Source Parameter Image and Analytical Signal to identifying the properties of their sources indicated that, the depth calculation from the used tools ranges between 900 and 3000 m as the average ranges. …”
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The Role of IL-23 in the Development of Th17 Lymphocytes in Pulmonary Tuberculosis Patients by T. E. Kononova, O. I. Urazova, V. A. Serebryakova, S. P. Chumakova, O. A. Vasilyeva, A. E. Sanina

“…The objective: to evaluate the role of IL-23 in the development of Th17 lymphocytes in patients with different clinical and pathogenetic forms of pulmonary tuberculosis.Subjects and Methods. 165 pulmonary tuberculosis patients were examined. …”
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Metabolically engineered plant cell cultures as biofactories for the production of high-value carotenoids astaxanthin and canthaxanthin by Bárbara A. Rebelo, M. Rita Ventura, Rita Abranches

“…However, natural sources are limited and current production methods are often costly or unsustainable. In this study, we developed a plant-based platform for ketocarotenoid biosynthesis using metabolically engineered Nicotiana tabacum BY-2 cell suspension cultures. …”
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Cleaning Schedule Optimization of Heat Exchangers with Fouling on Tube and Shell Sides: A Metaheuristic Approach by João P. V. de Cesaro, Mauro A. S. S. Ravagnani, Fernando D. Mele, Caliane B. B. Costa

“…However, these benefits are diminished by fouling in heat exchangers (HEXs). Current methods for optimizing cleaning schedules often report high computation times due to the transient nature of the fouling process and do not consider shell-side fouling, which can be significant for some oil fractions. …”
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Systematic review and meta-analysis of methodological approaches for characterising airborne SARS-CoV-2 RNA for environmental surveillance by C. Alfaro-Perez, M. Barberá-Riera, R. de Llanos, JM Delgado-Saborit

“…Abstract SARS-CoV-2 has transformed our understanding of respiratory disease transmission, particularly through aerosols. …”
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High-Voltage CVT Fault Diagnosis Based on Effective Data Recognition and Multi-dimensional Information Fusion by Huishan ZHANG

“…In view of the poor identification of the effective data in online monitoring of high-voltage capacitor voltage transformer (CVT), this paper proposes a method for effective data identification based on the analysis of data correlation coefficients, with utilization of the data characteristics that multiple online monitoring data sources exhibit linear correlation. …”
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Heat Transfer in a Porous Radial Fin: Analysis of Numerically Obtained Solutions by R. Jooma, C. Harley

“…The Differential Transformation Method is employed in order to account for the steady state case. …”
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Data trace as the scientific foundation for trusted metrological data: a review for future metrology direction by Zhanshuo Cao, Boyong Gao, Zilong Liu, Xingchuang Xiong, Bin Wang, Chenbo Pei

“…To this end, this article systematically reviews relevant core techniques and analyzes various detection methods across the different stages of the data lifecycle, evaluating their applicability and limitations in identifying data tampering, unauthorized access, and anomalous operations. …”
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Screening for Fabry disease in patients with left ventricular hypertrophy in China: A multicentre and prospective study by Zongwei Lin, Xinyu Zhang, Yan Liu, Dongxia Miao, Huanyi Zhang, Tao Zhang, Fenglei Zhang, Peng Li, Hongyan Dai, Guihua Jiang, Dongxia Zhang, Lin Zhong, Huixia Lu, Xiaoping Ji

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Seasonal Changes in Thyrotropin and Thyroid Hormones in Women of Reproductive Age by Sevgül Fakı, Abbas Ali Tam, Pervin Demir, Didem Özdemir, Fatma Neslihan Çuhacı Seyrek, Ekin Yiğit Köroğlu, Oya Topaloğlu, Reyhan Ersoy, Bekir Çakır

“…The analysis of means (ANOM) method was utilized to compare the mean transformed rank of each group or the overall mean transformed rank for TSH, FT3, and FT4 values across months and seasons. …”
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Efficient identification of genomic insertions and surrounding regions in two transgenic maize events using third-generation single-molecule nanopore sequencing technology by Qing Liu, Qi Wang, Lihua Ning, Ziqi Chen, Chuang Zhang, Yang Liu, Buxuan Qian, Jia Guo, Yuejia Yin

“…Utilizing the sequencing results, the study developed specific detection primers for the maize transformation events, establishing a precise method for detecting newly created transgenic maize events, which will contribute to subsequent safety assessments.…”
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High performance polyethersulfone/TiO2-AgBr-Ag photocatalytic membrane for Cefixime removal from water under visible light by Shahnaz Nayeri, Jalal Basiri Parsa

“…The prepared membranes underwent characterization using various analytical techniques including XRD, FE-SEM, AFM, DRS, FT-IR, EDX and CA methods. The Cross-sectional images of SEM also show that the prepared membranes transformed into porous structures with finger-like porosity, and the porosity of pure PES increased up to 1.5 wt% PES/TiO2-AgBr-Ag then decreases slightly due to the onset of aggregation. …”
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