AI-Driven Predictive Modeling for Lung Cancer Detection and Management Using Synthetic Data Augmentation and Random Forest Classifier by Nisreen Innab, Asma Aldrees, Dina Abdulaziz AlHammadi, Abeer Hakeem, Muhammad Umer, Shtwai Alsubai, Silvia Trelova, Imran Ashraf

“…The implementation of different classifiers employed data balancing methods including SMOTE and borderline-SMOTE along with SMOTE ENN and unbalanced data configurations. …”
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Predicting transition from oral pre-malignancy to malignancy via Bcl-2 immuno-expression: Evidence and lacunae by Ruby Dwivedi, Shaleen Chandra, Divya Mehrotra, Vineet Raj, Rahul Pandey

“…The aim of this study is to assess the usefulness of Bcl-2 in distinguishing dysplastic or malignant epithelium from non-dysplastic or normal epithelium to aid in prediction of malignant transformation potential. Material and method: Study group comprised of 30 cases of clinically diagnosed leukoplakia (OPMD), 15 cases of Oral Squamous Cell Carcinoma (OSCC) and 5 normal tissue samples. …”
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Advanced Calculation of 96Y Decay Energy Spectra by WANG Xianghan1, HUANG Xiaolong1, YANG Dong2

“…The decay of atomic nuclei, a process characterized by the transformation of nuclei through the emission of particles or the capture of electrons, is a phenomenon of immense scientific significance. …”

Construction and Application of a Real-time Grid Interpolation Station Service Based on Platform Tianqing by He Lin, Zhang Yabin, Xiao Weiqing, Huo Qing, Ji Qing, Feng Jieqiong

“…Through calling the location based services interface built on high-resolution multi-source fusion grid real-time analysis products, 3 methods of data interpolation services are proposed, including interpolation service based on national-provincial collaborative method, MDOS (Meteorological Data Operational System) correction, and special topics database. …”
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Prognosis of progression of chronic generalised periodontitis in patients with bronchiectatic disease by Artem K. Sarkisov, Vladimir A. Zelenskiy, Ekaterina A. Polunina, Karen A. Sarkisov

“…The method of binary logical regression was used to create a mathematical model for assessing the risk of CGP progression in patients with bronchiectatic disease.Results. …”
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Projeto de aterramento para sistema monofilar com retorno pelo terra Grounding project for single wire earth return system by Humberto C Bertolo, Delly Oliveira Filho, Tarcísio A Pizziolo, Denilson E Rodrigues, Paulo M. B Monteiro, Gustavo A Xavier

“…<br>This work presents a grounding project for a Single Wire Earth Return (SWER) system in low frequency applications, through the use of the image method, a simplification of the constant potential method. …”
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Ship Target Detection in SAR Images Based on Multiple Attention Mechanism and Cross-Scale Feature Fusion by Yuwu Wang, Tieming Wu, Limin Guo, Yuhan Mo

“…Aiming to address the challenges of inefficient target detection in synthetic aperture radar (SAR) images caused by complex backgrounds, small ship targets, and significant scale variations, this article proposes a novel SAR ship target detection model, YOLO-SS, based on YOLOv10n. First, the method incorporates the bottleneck transformer into the backbone of the baseline network module. …”
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DualTransAttNet: A Hybrid Model with a Dual Attention Mechanism for Corn Seed Classification by Fei Pan, Dawei He, Pengjun Xiang, Mengdie Hu, Daizhuang Yang, Fang Huang, Changmeng Peng

“…Hyperspectral and RGB image data were then integrated to complement one another’s information and mitigate the insufficient feature diversity caused by single-source data. The proposed method leverages the strengths of convolutional neural networks (CNNs) and transformers to extract both local and global features, effectively capturing spectral and image characteristics. …”
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Evaluating Handwritten Answers Using DeepSeek: A Comparative Analysis of Deep Learning-Based Assessment by Sanskar Bansal, Vinay Gupta, Eshita Gupta, Peeyush Garg

“…To check the performance of the proposed DeepSeek evaluation method, we compare its results with cosine similarity metrics. …”
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Obtención de Multimeristemos y Callos de Diferentes Variedades de Banano y Plátano (Musa spp.) a partir de “Meristemos Apicales” y “Scalps” by Nathalie Victoria Ortega Pérez, Sofía Korneva Korneva, Efrén Germán Santos Ordóñez, Omar Ruíz Barzola, Esther Lilia Peralta García

“…For the development of calluses, the scalps method was longer than the apical meristem method in liquid medium. …”
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Measures to Prevent the Violation of the Rights of Content Creators in Digital Environment: Case Study of Nigeria by A. D. Aina-Pelemo, I. Bassey, G. O. Akpojaro

“…Objective: to determine the level of protection of the rights of content creators in social media and to develop measures to prevent offenses in this area.Methods: to achieve the objective, the sociological and legal cognitive tools were used, including the doctrinal method of researching the subject area, obtaining “first-hand” data and taking into account the factors and circumstances of influence. …”
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Non-Destructive Detection of External Defects in Potatoes Using Hyperspectral Imaging and Machine Learning by Ping Zhao, Xiaojian Wang, Qing Zhao, Qingbing Xu, Yiru Sun, Xiaofeng Ning

“…Firstly, Savitzky–Golay (SG), standard normal variate transformation (SNV), multiplicative scatter correction (MSC), the normalization algorithm, and different preprocessing algorithms combined with SG were used to preprocess the hyperspectral data. …”
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Alkali Modification and Pyrolysis of Rice Husks for Bioenergy Potential: A Kinetics Study by Vianney Andrew Yiga, Michael Lubwama, Peter Wilberforce Olupot

“…ABSTRACT Rice husks are significantly creating environmental challenges in terms of air pollution because of their unsustainable disposal methods. In this study, pyrolysis of sodium hydroxide (NaOH) alkali‐modified rice husks using thermogravimetric analysis (TGA) was carried out to determine combustion and kinetic parameters at three different heating rates of 20, 40, and 50°C/min for application in biofuels. …”
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Etiopathogenesis and Histogenesis of Ovarian Tumors by Markin L., Besedin O., Isayeva K., Doroshenko-Kravchyk M.

“…Materials and methods. The content analysis, method of systemic and comparative analysis, bibliosemantic method of studying the actual scientific researches concerning the etiology and pathogenesis of ovarian tumors, differing by the histological structure and the course specificity, were conducted. …”
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Deep Learning Technology for Weld Defects Classification Based on Transfer Learning and Activation Features by Chiraz Ajmi, Juan Zapata, Sabra Elferchichi, Abderrahmen Zaafouri, Kaouther Laabidi

“…Weld defects detection using X-ray images is an effective method of nondestructive testing. Conventionally, this work is based on qualified human experts, although it requires their personal intervention for the extraction and classification of heterogeneity. …”
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Role of ternary hybrid nanoparticle and EMHD on boundary layer flow with stretching-shrinking plate: Optimization analyses using RMS by Ibrahim Mahariq, Rania Saadeh, Farhan Lafta Rashid, Ahmad Qazza, Hamiden Abd El-Wahed Khalifa, Mohamed Kezzar, Haifa Alqahtani, Mohamed Rafik Sari

“…The partial differential equations (PDEs) are transformed into model is simplified nonlinear ordinary differential equations using similarity transformation. …”
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Assessing the Effectiveness of Rotation Growing of Industrial Hemp and Alfalfa in Post-Mining Agricultural Reclamation: Using Soil Fauna as an Indicator by Krassimira Ilieva-Makulec, Anna Augustyniuk-Kram, Kamil Karaban, Jacek Kołodziej, Jerzy Mańkowski

“…Our study concerns the use of soil microfauna (nematodes) and mesofauna (mites and springtails) as indicators of soil quality after 6 years of agricultural reclamation of a post-mining area in west–central Poland. A new method, which involves rotation growing of industrial hemp (H) and alfalfa (A) and incorporating the resulting biomass into the soil, was used to reclaim two sites (5 and 15 years after mining) representing different types of post-mining deposits (clayey and sandy). …”
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A Novel Radial-Composite Model of Pressure Transient Analysis for Multistage Fracturing Horizontal Wells with Stimulated Reservoir Volume by Yunpeng Hu, Xiaoling Zhang, Ziyun Cheng, Wei Ding, Liangchao Qu, Penghui Su, Chunliu Sun, Wenqi Zhang

“…The pressure derivative curves show different characteristics in different flow stages. …”
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Magnetohydrodynamic mixed convective heat transfer augmentation in a rectangular lid-driven enclosure with a circular hollow cylinder utilizing nanofluids by U.K. Suma, M. Masum Billah, Aminur Rahman Khan, K.E. Hoque

“…The governing equations along with the boundary conditions of the problem have been transformed into a non-dimensional formulation. Finite element method based on Galarkin weighted residual has been employed to figure out the outcome of the non-dimensional and non-linear PDEs. …”
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Implementing Internet of Things for Real-Time Monitoring and Regulation of Off-Season Grafting and Post-Harvest Storage in Citrus Cultivation: A Case Study from the Hilly Regions o... by Ritu Raj Lamsal, Umesh K. Acharya, Periyasami Karthikeyan, Pablo Otero, Alfonso Ariza

“…Second, we examined different post-harvest storage methods to determine their effectiveness in terms of shelf life, decay loss, and quality of fruit. …”
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