Comparative Analysis of Machine Learning Approaches for Fetal Movement Detection with Linear Acceleration and Angular Rate Signals by Lucy Spicher, Carrie Bell, Kathleen H. Sienko, Xun Huan

“…The potential benefits of using linear acceleration and angular rate data for fetal movement detection have not been fully explored. …”
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Nuclear structure and direct reaction studies in particle-γ coincidence experiments at the FSU John D. Fox superconducting linear accelerator laboratory by Mark-Christoph Spieker, Sergio Almaraz-Calderon

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A Modified Failure Mode and Effects Analysis for Linear Accelerator Quality Assurance by Nicole Jessop, DClinSci, Jamie Fairfoul, MSc

“…Methods and Materials: A classical FMEA was carried out for the Varian TrueBeam linear accelerator QA at Peterborough City Hospital. …”
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Exploring NAS for anomaly detection in superconducting cavities of particle accelerators by Lynda Boukela, Julien Branlard, Annika Eichler, Annika Eichler

“…The European X-Ray Free Electron Laser is the largest particle accelerator for X-ray laser generation worldwide. To ensure a safe and efficient operation, the plant uses various monitoring systems, especially in the linear accelerator. …”
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Assessing of a Radiation Therapy Sessionʼs Duration at the Stage of Pre-Radiation Preparation by M. N. Piatkevich, E. V. Titovich

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Design of C-band 9 MeV Small Focus Standing Wave Electron Linear Accelerating Structure by LI Shilin, YANG Jinghe, FAN Yuxuan, WANG Bo, YANG Yu, LEI Han

“…In order to meet the needs of high-performance accelerators for high-resolution nondestructive testing, a C-band small focus standing wave electron linear accelerating structure was designed in this paper. …”

Ensuring Clinical Readiness: Commissioning, Acceptance and Performance Testing of Closed Bore Linear Accelerator Compatible Surface Guided Radiotherapy System by Anand Jadhav, Ajinkya Gupte, Prasad Raj Dandekar, Sachin Rasal, Omkar Awate, Mayank Dhoundiyal

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Choroidal Melanoma Treated with Linear Accelerator-based Hypofractionated Stereotactic Radiotherapy: First Case of Globe Conservation in Uveal Melanoma from the Philippines by Raymund V. Tanchuling, MD, Andrei P. Martin, MD

“…Objective: This is a case report of a 60-year-old woman with a juxtapapillary choroidal melanoma who underwent globe-sparing treatment using linear-accelerator (LINAC)-based hypofractionated stereotactic radiotherapy (FSRT). …”
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Rapid Detection of Key Phenotypic Parameters in Wheat Grains Using Linear Array Camera by Wenjing Zhu, Kaiwen Duan, Xiao Li, Kai Yu, Changfeng Shao

“…The phenotype analysis of wheat using the image processing techniques presented in this study shows strong consistency with manual detection methods, providing valuable quantitative data to assist in breeding selection and accelerate genetic improvement practices.…”
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Reconstructed dose and geometric coverage for tight margins using intrafraction re-planning on an integrated magnetic resonance imaging and linear accelerator system for prostate c... by Ingeborg van den Berg, Cornel Zachiu, Eline N. de Groot-van Breugel, Thomas Willigenburg, Gijsbert H. Bol, Jan J.W. Lagendijk, Bas W. Raaymakers, Harm H.E. van Melick, Cornelis A.T. van den Berg, Jochem R.N. van der Voort van Zyp, Johannes C.J. de Boer

“…This study assessed geometric and reconstructed dose outcomes in patients treated with a tight-margin sub-fractionation workflow on a combined linear accelerator with a 1.5 T MRI scanner (MR-Linac). …”
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Iron(III) edta-accelerated growth of gold/silver core/shell nanoparticles for wide-range colorimetric detection of hydrogen peroxide by Mahdi Hemmati, Amir Hossein Q. Selakjan, Forough Ghasemi

“…Under well-optimized conditions, various concentrations of H2O2 ranging from 1.0 to 50 µΜ have shown an acceptable linear relationship with different colors and, with a limit of detection (LOD) of 230 nM. …”
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An Improved YOLOv8-Based Dense Pedestrian Detection Method with Multi-Scale Fusion and Linear Spatial Attention by Han Gong, Tian Li, Lijuan Wang, Shucheng Huang, Mingxing Li

“…Finally, to improve training efficiency, a novel weighted loss function named DFL-SIoU is developed to accelerate model convergence. Experimental results demonstrate that the proposed algorithm achieves superior performance on two challenging dense pedestrian datasets, CrowdHuman and WiderPerson, significantly enhancing detection capabilities in dense scenarios. …”
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APPLICATION OF LINEAR AND NONLINEAR EXTRAPOLATIONS IN ANALYZING THE TRENDS OF CHANGES IN FINANCIAL STABILITY by EVGENY Negashev

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Low Complexity Optimized AOR Method for Massive MIMO Signal Detection by Muhammad Nauman Irshad, Muhamamd Muzamil Aslam, Rardchawadee Silapunt

“…This heuristic optimization technique allows us to find the optimal acceleration and relaxation parameters, thereby achieving superior detection accuracy with faster convergence for challenging system configurations. …”
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Analytical Study of the Detection Model for Sulphate Saline Soil Based on Mid-Infrared Spectrometry by Hanyu Wei, Yong Huang, Sining Li, Jingzhuo Zhao, Wen Liu, Huan Li, Qiushuang Cui, Ruyun Bai

“…High soil sulfate levels can inhibit crop growth and accelerate concrete infrastructure degradation, highlighting the critical importance of rapid and accurate sulfate content determination. …”
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Simulation of Patch Field Effect in Space-Borne Gravitational Wave Detection Missions by Mingchao She, Xiaodong Peng, Li-E Qiang

“…Space-borne gravitational wave detection missions demand ultra-precise inertial sensors with acceleration noise below <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mn>3</mn><mo>×</mo><msup><mn>10</mn><mrow><mo>−</mo><mn>15</mn></mrow></msup><mo> </mo><mi mathvariant="normal">m</mi><mo>/</mo><msup><mi mathvariant="normal">s</mi><mn>2</mn></msup><mo>/</mo><msqrt><mi mathvariant="normal">H</mi><mi mathvariant="normal">z</mi></msqrt></mrow></semantics></math></inline-formula>. …”
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DAT: Deep Learning-Based Acceleration-Aware Trajectory Forecasting by Ali Asghar Sharifi, Ali Zoljodi, Masoud Daneshtalab

“…We propose a robust and innovative method for estimating ground-truth acceleration for objects, along with an object detector that predicts acceleration attributes for each detected object and a novel method for trajectory forecasting. …”
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A DSP–FPGA Heterogeneous Accelerator for On-Board Pose Estimation of Non-Cooperative Targets by Qiuyu Song, Kai Liu, Shangrong Li, Mengyuan Wang, Junyi Wang

“…Optimization techniques, including batch normalization fusion, ReLU integration, and linear quantization, are applied to improve inference efficiency. …”
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An Optical Sensor for Measuring In-Plane Linear and Rotational Displacement by Suhana Jamil Ahamed, Michael Aaron McGeehan, Keat Ghee Ong

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A Linear Decomposition Method to Analyze and Study Pulsar Mode Changes by Longfei Hao, Zhixuan Li, Faxin Shen, Yonghua Xu, Yuxiang Huang, Kejia Lee, Qingzheng Yu, Hongguang Wang

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