Interplay of Fogponics and Artificial Intelligence for Potential Application in Controlled Space Farming by Newton John Suganob, Carey Louise Arroyo, Ronnie Concepcion

“…Fogponics is a promising variation of aeroponics, which involves the delivery of nutrient-rich water as a fine fog to plant roots. …”
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Role of next‐generation sequencing in revolutionizing healthcare for cancer management by Om Saswat Sahoo, Hiya Aidasani, Arnab Nayek, Smita Tripathi, Joyeeta Talukdar, Anamta Gul, Deepak Kumar, Ruby Dhar, Subhradip Karmakar

“…By providing comprehensive insights into the genetic landscape of tumors, NGS enables the identification of critical somatic and germline mutations, copy number variations (CNVs), and gene fusions. Over the past decade, advancements in NGS platforms have led to greater accuracy, speed, and cost‐effectiveness, making it an integral part of cancer research and clinical diagnostics. …”
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SAR Target Recognition With Image Generation and Azimuth Angle Feature Constraints by Deliang Xiang, Ye Liu, Jianda Cheng, Xinyu Lu, Yuzhen Xie, Dongdong Guan

“…To address this, we propose a SAR vehicle image generation method based on azimuth angle feature (AAF) constraints. …”
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Adaptive EMG Pattern Classification via Probabilistic Knowledge Transfer With Scale Mixture-Based Bayesian Sequential Learning by Seitaro Yoneda, Akira Furui

“…To address this limitation, we propose an adaptive method that integrates a scale mixture classification model (SMCM) with Bayesian sequential self-training (BSST), enabling probabilistic knowledge transfer across trials. …”
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Rapid and high-throughput analysis of 5-hydroxymethylfurfural in honey by MALDI-MS with in-situ tetra (4-aminophenyl)-porphyrin derivatization by Zhi Sun, Fangfang Wang, Peipei Zhou, Di Chen, Lihua Zuo

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Do We Need to Add the Type of Treatment Planning System, Dose Calculation Grid Size, and CT Density Curve to Predictive Models? by Reza Reiazi, Surendra Prajapati, Leonardo Che Fru, Dongyeon Lee, Mohammad Salehpour

“…Variations in the dose grid size and CT density conversion curves were assessed for their impact on domain dependency. …”
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WRRT-DETR: Weather-Robust RT-DETR for Drone-View Object Detection in Adverse Weather by Bei Liu, Jiangliang Jin, Yihong Zhang, Chen Sun

“…Additionally, a Frequency–Spatial Feature Augmentation Module (FSAE) is introduced to incorporate frequency-domain information for improved robustness, while an Attention-based Cross-Fusion Module (ACFM) facilitates the integration of multi-scale features. Experimental results demonstrate that WRRT-DETR outperforms SOTA methods on the AWOD dataset, exhibiting superior robustness and detection accuracy in complex weather conditions.…”
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A Comprehensive Feature Extraction Network for Deep-Learning-Based Wildfire Detection in Remote Sensing Imagery by Haiyan Pan, Die Luo, Yuewei Zhang

“…To mitigate these challenges, this study proposes a deep-learning-based fire point detection method that integrates Swin Transformer and BiLSTM for the extraction of the multi-dimensional features associated with fire points. …”
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Stability Evaluation of Slope Based on Global Sensitivity Analysis by Zhaoxia Xu, Xiuzhen Wang, Lu Guo, Teng Yu

“…The proposed methods allow all variables to change simultaneously within their variation range and have high computational efficiency. …”
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Research on Intelligent Vehicle Tracking Control and Energy Consumption Optimization Based on Dilated Convolutional Model Predictive Control by Lanxin Li, Wenhui Pei, Qi Zhang

“…To address the limitations of low modeling accuracy in physics-based methods—which often lead to poor vehicle-tracking performance and high energy consumption—this paper proposes an intelligent vehicle modeling and trajectory tracking control method based on a dilated convolutional neural network (DCNN). …”
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Standardization of Lung CT Number Using COPD Gene2 Phantom Under Various Scanning Protocols by Hoondong Song, Hanjoo Jang, Jongduk Baek

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Tea Disease Recognition Based on Image Segmentation and Data Augmentation by Ji Li, Chenyi Liao

“…To address this, we propose a method that combines two-stage image segmentation with an improved conditional generative adversarial network (IC-GAN). …”
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Targeted next-generation sequencing-based detection of microsatellite instability in colorectal carcinomas. by Yunbeom Lee, Ji Ae Lee, Hye Eun Park, Hyojun Han, Yuhnam Kim, Jeong Mo Bae, Jung Ho Kim, Nam-Yun Cho, Hwang-Phill Kim, Tae-You Kim, Gyeong Hoon Kang

“…A small panel could be integrated into the targeted NGS panel for the concurrent analysis of single nucleotide variations and MSI.…”
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The Term ‘Zīnah’ (Adornment) in the Noble Qur’an by Adil Elouade

“…Methodology: The study engages a terminological approach, which integrates three methods. It uses the inductive method for statistical and lexical analysis, the analytical method for textual examination, and the deductive method to derive a comprehensive definition from the term’s various meanings across different contexts. …”
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AI-Powered Simultaneous Multi-Vehicle Speed Estimation for Intelligent Traffic Monitoring in Developing Regions Using YOLOv7 and DeepSORT by Ahmed Merrad, Walid Daoud, Aissa Dalouli, Boubakeur Latrech, Abdelkader Nabil Nouri

“…Experimental results show that the system achieves 100% detection and tracking accuracy, with an average speed estimation error of less than 3%, outperforming comparable methods in terms of efficiency and precision. The study also identifies and discusses key factors affecting estimation accuracy, such as frame rate variation, distance measurement error, and line placement precision. …”
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Age- and sex-related differences in landmark recall following a virtual spatial navigation task by Alexis N. Chargo, Alexis N. Chargo, Cheryl L. Dahle, Naftali Raz, Naftali Raz, Ana M. Daugherty, Ana M. Daugherty

“…By comparison, the association between free recall and spatial precision was weaker in younger women and in middle-aged and older men.DiscussionThese findings suggest differential age- and sex-related variations in the integration of navigation cues in wayfinding.…”
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Nonparametric Bootstrap-Based Multihop Localization Algorithm for Large-Scale Wireless Sensor Networks in Complex Environments by Yongji Ren, Ning Yu, Xiao Wang, Ligong Li, Jiangwen Wan

“…On this basis, we integrate the interval analysis method with bootstrap approach for ordinary nodes localization. …”
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Geospatial patterns and socioeconomic determinants of the global acute viral hepatitis burden by Ke-Jie He, Guoyu Gong

“…Understanding the spatial distribution and underlying drivers of the acute hepatitis burden is crucial for developing targeted interventions.MethodsThis study leveraged data from the Global Burden of Diseases, Injuries, and Risk Factors Study to analyze the geographical disparities and temporal trends in the incidence of acute hepatitis A, B, C, and E. …”
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Synergistic bioinformatics and sophisticated machine learning unveil ferroptosis-driven regulatory pathways and immunotherapy potential in breast carcinoma by Lei Xia, Zhen Ye, Man Zheng, Zhaofeng Tan

“…Ferroptosis, a distinct form of iron-dependent cell death driven by lipid peroxidation, has garnered increasing attention for its pivotal role in cancer progression. Methods Utilizing extensive datasets from TCGA and GEO, this research extracted a wealth of biological data, including mRNA splicing indices, genomic aberrations, copy number variations (CNV), tumor mutational burden (TMB), and diverse clinical information. …”
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Assessing left main bifurcation anatomy and haemodynamics as a potential surrogate for disease risk in suspected coronary artery disease without stenosis by R. Gharleghi, M. Zhang, C. Shen, M. Webster, C. Ellis, S. Beier

“…However, lack of large sample size studies and methods to link adverse haemodynamics to anatomical information has hindered meaningful insights to date. …”
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