About Possibility of Remote Diagnostics of the Respiratory System by Auscultation by E. G. Zaitseva, M. V. Chernetsky, N. A. Shevel

“…The signal recorded at the auscultation point is remotely transmitted to a specialist for direct analysis and/or computer processing. The diagnostic module consists of two main units. …”
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InMAP: A model for air pollution interventions. by Christopher W Tessum, Jason D Hill, Julian D Marshall

“…InMAP leverages pre-processed physical and chemical information from the output of a state-of-the-science chemical transport model and a variable spatial resolution computational grid to perform simulations that are several orders of magnitude less computationally intensive than comprehensive model simulations. …”
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Describing Pulmonary Nodules Using 3D Clustering by Amera Al-Funjan, Farid Meziane, Rob Aspin

“…Determining the tumor (nodule) characteristics in terms of the shape, location, and type is an essential step after nodule detection in medical images for selecting the appropriate clinical intervention by radiologists. Computer-aided detection (CAD) systems efficiently succeeded in the nodule detection by 2D processing of computed tomography (CT)-scan lung images; however, the nodule (tumor) description in more detail is still a big challenge that faces these systems.Materials and Methods. …”
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Context-Aware Gene Embedding Pipeline (CGEP): An Accessible, Regulatory-Region-Inclusive Embedding Framework for Interpretable Disease-Agnostic Prediction by Twaha Ahmed Minai, Zubair Ahmed Shaikh, Asim Imdad Wagan, M. Kamran Azim, Syed Muhammad Muaz, Muhammad Shoaib Siddiqui

“…The pipeline uniquely processes each target gene alongside its upstream/downstream regulatory regions (±2.5 kbp), capturing promoter/enhancer dynamics critical for disease mechanisms. …”
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Short-Block Polar-Coded Reverse and Direct Reconciliation in CV-QKD by Dingzhao Wang, Xin Liu, Chao Xu, Soon Xin Ng, Lajos Hanzo

“…In the RR scheme, conceived decoding complexity is strategically distributed: Polar decoding is performed by Alice, and LDPC decoding by Bob, hence significantly reducing the computational demands compared to traditional schemes where both decoding processes are invoked at a single node. …”
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Spatial Transcriptomics Reveals Regional and Temporal Dynamics of Gene Expression in the Mouse Brain Across Development and Aging by Benjamin Conacher, Amanda Moore, Liduo Yin, Yu Lin, Xiguang Xu, Qinwen Mao, Hehuang Xie

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Evolution of CFD as an engineering science. A personal perspective with emphasis on the finite volume method by Runchal, Akshai Kumar

“…Computational Fluid Dynamics—CFD for short—is a comparatively recent development that has made a significant impact in engineering sciences. …”
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Evaluating the effect of digital elevation model resolution in lahar hazard simulations: insights from the 1877 Cotopaxi scenario, Ecuador by Francisco J. Vasconez, Francisco J. Vasconez, Jeremy C. Phillips, S. Daniel Andrade, Mark J. Woodhouse

“…These findings underscore the importance of both the evaluation method and the spatial domain: while the average-based metrics tend to underestimate the flow parameters in coarser DEMs due to the inclusion of marginal zones with minimal depth and speed, NRMSE applied only to overlapping regions reveals substantially lower discrepancies, especially in high-impacted areas. Computationally, the 30-meter DEM reduces processing time by 97.2% and output file sizes by 82.1% compared with the 10-m DEM. …”
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ARK: Aggregation of Reads by K-Means for Estimation of Bacterial Community Composition. by David Koslicki, Saikat Chatterjee, Damon Shahrivar, Alan W Walker, Suzanna C Francis, Louise J Fraser, Mikko Vehkaperä, Yueheng Lan, Jukka Corander

“…The aggregation of reads is a pre-processing approach where we use a standard K-means clustering algorithm that partitions a large set of reads into subsets with reasonable computational cost to provide several vectors of first order statistics instead of only single statistical summarization in terms of k-mer frequencies. …”
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Using Time-Series Databases for Energy Data Infrastructures by Christos Hadjichristofi, Spyridon Diochnos, Kyriakos Andresakis, Vassilios Vescoukis

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Robust Corner Detection Using Local Extrema Differences by Reza Yazdi, Hassan Khotanlou, Hosna Khademfar

“…Furthermore, requiring only one parameter for adjustment, it offers computational efficiency and real-time processing potential. …”
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A Blockchain Framework for Scalable, High-Density IoT Networks of the Future by Alexandru A. Maftei, Adrian I. Petrariu, Valentin Popa, Alexandru Lavric

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Wignerian symplectic covariance approach to the interaction-time problem by D. Woźniak, M. Kalka, D. Kołaczek, M. Wołoszyn, B. J. Spisak

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A low-cost solution for unmanned aerial vehicle navigation in a global positioning system–denied environment by Shahrukh Ashraf, Priyanka Aggarwal, Praveen Damacharla, Hong Wang, Ahmad Y Javaid, Vijay Devabhaktuni

“…However, advancements in onboard processing have enabled inertial navigation algorithms to perform well during short global positioning system outages. …”
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The Method of Segmentation of Cervical Nuclei in Complex Background by ZHAO Jing, LIANG Long-kai, HE Yong-jun, XIE Yi-ning

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EFFICIENCY AND ACCURACY OF CONVOLUTIONAL AND FOURIER TRANSFORM LAYERS IN NEURAL NETWORKS FOR MEDICAL IMAGE CLASSIFICATION by Fauzi Nafi'udin, Hasih Pratiwi, Etik Zukhronah

“…Convolutional Neural Network (CNN) has been a common approach in image classification, but the larger the volume of data and the complexity of the task, the more expensive the computational cost of CNN. With the rapid growth in the amount of image data, efficiency in data processing is becoming increasingly important. …”
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A New Method for Indoor Visible Light Imaging and Positioning Based on Single Light Source by Xinxin Cheng, Xizheng Ke, Huanhuan Qin

“…Additionally, due to the high computational cost of image processing affecting system real-time performance, this paper proposes a virtual grid segmentation scheme combined with the Sobel operator to quickly search for the region of interest (ROI) in a lightweight image processing method. …”
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Analytical Research Regarding the Implementation of a Prescriptive Maintenance System Applied to IT&C Equipment by Ana-Diana Pop-Suărășan, Nicolae Stelian Ungureanu, Adrian Petrovan

“…The proposed software solution provides an integrated solution for monitoring and maintaining equipment, facilitating the collection, processing and interpretation of data related to their performance. …”
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Hypergraph-based analysis of weighted gene co-expression hypernetwork by Libing Bai, Libing Bai, Zongjin Li, Chunyang Tang, Chunyang Tang, Changxin Song, Feng Hu, Feng Hu

“…WGCHNA identifies biologically relevant modules with greater complexity, particularly in processes like neuronal energy metabolism linked to Alzheimer’s disease. …”
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A credit card fraud detection approach based on ensemble machine learning classifier with hybrid data sampling by Khanda Hassan Ahmed, Stefan Axelsson, Yuhong Li, Ali Makki Sagheer

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