TinySurveillance: An Extra Low-Power Event-Based Surveillance Method for UAVs by Arash Farahdel, Alimul H. Khan, Hossein Keshmiri, Khan A. Wahid

“…The results show that the power consumption of the onboard processing unit in detection mode reduces by at least 4 times; during the surveillance mode, the data transmission rate can be decreased by almost 66% while achieving a competent image quality PSNRAvg of 41.35 dB, PSNR of 30.94 dB, and output frame rate of 5.2.…”
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Application of artificial intelligence in the analysis of asbestos fibers by Richard Lee, Drew Van Orden, Suzanne Blanda, John Mihalick, David Bickford, Patrick Metsch

“…Automated asbestos fiber detection and identification has been the goal of asbestos microscopists for decades. …”
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Congenital hypothyroidism in Turkey: a retrospective evaluation of 1000 cases by O F Tarim, N Yordam

“…These results emphasize the necessity for routine neonatal screening programs to be established in Turkey, with the aim of detecting congenital hypothyroidism. …”
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40 Gb/s Mode-Division Multiplexed DD-OFDM Transmission Over Standard Multi-Mode Fiber by Jiawei Luo, Jianping Li, Qi Sui, Zhaohui Li, Chao Lu

“…Advanced digital signal processing algorithms based on directed-detection techniques using single photodiodes have also been studied to eliminate the crosstalk and improve the performance of MDM systems.…”
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HybriSeq: probe-based device-free single-cell RNA profiling by Daniel Foyt, David Brown, Shuqin Zhou, Brittany Moser, Qin Zhu, Zev J. Gartner, Bo Huang

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Hybrid Deterministic Sensing Matrix for Compressed Drone SAR Imaging and Efficient Reconstruction of Subsurface Targets by Hwi-Jeong Jo, Heewoo Lee, Jihoon Choi, Wookyung Lee

“…This paper presents a novel approach to SAR processing for subsurface target detection from a lightweight drone platform. …”
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High-Resolution Algorithm for Image Segmentation in the Presence of Correlated Noise by Haiping Jiang, Salah Bourennane, Caroline Fossati

“…Multiple line characterization is a most common issue in image processing. A specific formalism turns the contour detection issue of image processing into a source localization issue of array processing. …”
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Iron (II) Determination in Lipstick Samples using Spectrophotometric and Microfluidic Paper-based Analytical Device (µPADs) Platform via Complexation Reaction with Iron Chelator 1,... by Ekhlas A. Abdulkareem, Jwan O. Abdulsattar, Ban O. Abdulsattar

“…Under optimum conditions, the calibration curve was linear in the range between (0.5-150) mg L-1 with a limit of detection of 0.09 mg L-1. Compared to a spectrophotometric detection method, µPAD measured colour intensity using captured images using Samsung mobile phone and image J program to give proof of concept that µPAD platform fulfils the purpose of accuracy and at the same time remaining cost-effective and simplistic to be used in both developing and developed countries gave same linear calibration curve with a limit of detection 0.12 mg L-1. …”
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Clinical Insight into Congenital Hypothyroidism Among Children by Hüseyin Anıl Korkmaz

“…The treatment of congenital hypothyroidism detected by screening programs performed during the neonatal period provides normalization of growth, IQ levels, and the physical, mental, and motor development of infants. …”
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MODERN ISSUES OF ORGANIZING RADIO PHARM PREPARATIONS PRODUCTION BASED ON ⁶⁸GA by O. A. Melnikova, D. N. Muratov, A. F. Sitnikov, E. V. Shorikov, D. Yu. Kobesova

“…Benefits of the drugs, mechanism of mother radionuclide fission is described in the article, as well as equipment for ⁶⁸Ga-citrate synthesis with all the technological processes. Obtained ⁶⁸Ga-citrate is suitable for positron emission tomography diagnostics for infection disease and inflammation detection in clinical practice.…”
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Research on asynchronous robust federated learning method in vehicle computing power network by YIN Hongbo, WANG Shuai, ZHANG Ke, ZHANG Yin

“…To address the above issues, an asynchronous robust federated learning method was proposed, which achieves vehicle data privacy protection while improving the efficiency of model collaborative training through asynchronous execution of federated learning processes between vehicles. Secondly, a model selection method was designed, and potential malicious model detection and vehicle reputation evaluation methods are proposed to further enhance the robustness of the system. …”
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Using machine learning to predict gamma shielding properties: a comparative study by T A Nahool, A M Abdelmonem, M S Ali, A M Yasser

“…This research showcases the potential of ML for efficiently and accurately estimating LACs, with the GBR model showing promise for applications in radiation detection and material science.…”
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CRISPR-Cas-Based Pen-Side Diagnostic Tests for <i>Anaplasma marginale</i> and <i>Babesia bigemina</i> by Robert Muriuki, Maingi Ndichu, Samuel Githigia, Nicholas Svitek

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Simple Yet Powerful: Machine Learning-Based IoT Intrusion System With Smart Preprocessing and Feature Generation Rivals Deep Learning by Kazim Kivanc Eren, Kerem Kucuk, Fatih Ozyurt, Omar H. Alhazmi

“…With the rapid advancements in deep learning, IoT intrusion detection systems have increasingly adopted deep learning models as the state-of-the-art solution due to their ability to handle complex data patterns. …”
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Non-Targeted Lipidomics Analysis of Characteristic Milk Using High-Resolution Mass Spectrometry (UHPLC-HRMS) by Tingting Wei, Tianxiao Zhou, Shenping Zhang, Zhexue Quan, Yang Liu

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A Comparative Study of Conventional Pap Smear and Liquid‐Based Cytology by Kldiashvili Ekaterina, Khuntsaria Irakli, Kekelia Elene, Mamiseishvili Ana, Abuladze Mariam

“…Samples were collected using ThinPrep reagents (Hologic) and processed within 2 h. Smears were prepared using the ThinPrep 2000 Processor, fixed in absolute alcohol for 30 min, and stained according to the Papanicolaou protocol. …”
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Road safety improvement in road traffic participant – vehicle – road – external environment system by E. V. Kurakina, V. A. Sklyarova

“…Analytical methods based on analysis of links, flows, temporary analysis of events, methods of road traffic safety assessment based on detection of safety and accident factors, detection of accident concentration places, methods of probability theory and processing of research results, software-computing methods of information technologies.Results. …”
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High-Precision Joint Ranging Method Based on Pseudo-Random Code and Single-Tone Signal by Chaoyang Li, Zhiyong Lu, Jianfeng Sun, Fei Yang, Weibiao Chen

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Helicopter Turboshaft Engines’ Neural Network System for Monitoring Sensor Failures by Serhii Vladov, Łukasz Ścisło, Nina Szczepanik-Ścisło, Anatoliy Sachenko, Tomasz Perzyński, Viktor Vasylenko, Victoria Vysotska

“…This system enables sequential data processing while ensuring high accuracy in anomaly detection. …”
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Mathematical Modeling of Phase-Locking Systems with Pulse Modulation by M. P. Batura, L. Yu. Shilin, D. P. Kukin

“…The considered mathematical models of the studied class of devices take into account the nonlinear nature of systems operating in the frequency phase detection mode, and significantly reduce the calculation time when modeling processes on a computer.…”
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