Research on Automatic Tracking and Size Estimation Algorithm of “Low, Slow and Small” Targets Based on Gm-APD Single-Photon LIDAR by Dongfang Guo, Yanchen Qu, Xin Zhou, Jianfeng Sun, Shengwen Yin, Jie Lu, Feng Liu

“…In order to realize long-distance detection, further optimizing the field of view of the Gm-APD single-photon LiDAR is still a future research direction.…”
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Landsat Time Series Reconstruction Using a Closed-Form Continuous Neural Network in the Canadian Prairies Region by Masoud Babadi Ataabadi, Darren Pouliot, Dongmei Chen, Temitope Seun Oluwadare

“…To address these challenges, this research explores the application of a closed-form continuous-depth neural network (CFC) integrated within a recurrent neural network (RNN) called CFC-mmRNN for reconstructing historical Landsat time series in the Canadian Prairies region from 1985 to present. The CFC method was evaluated against the continuous change detection (CCD) method, widely used for Landsat time series reconstruction and change detection. …”
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Study of Complex Impedance Dispersion Model for Two-Phase Laminar Flow by CHENG Linfeng, KE Shizhen, SHI Hongwei, ZHANG Yuhang, LUO Hu, TAO Jie

“…Therefore, it is imperative to identify a more cost-effective and efficient measurement method. Complex impedance spectrum (CIS) detection technology emerges as a promising solution, offering advantages such as low cost, easy implementation, environmental friendliness, and safety. …”
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Application of metagenomic next-generation sequencing in the diagnosis of post-stroke infections: a case series study using multiple sample types by Xiaopu Chen, Yong Liang, Wei Yang, Wenzhen He, Zhiqiang Xing, Shunxian Li, Shaoyu Cai, Jiping Fu, Xiaotang Peng, Manli Chen, Jiaming Wu

“…Additionally, while mNGS offers promising potential, it facts limitations related to sensitivity, specificity, cost, and standardization, which could influence its integration into routine clinical practice.MethodsWe retrospectively analyzed 18 stroke patients admitted to the First Affiliated Hospital of Medical College of Shantou University from January to February 2023, comparing culture-based methods with mNGS detection, and assessing its significance in etiological diagnosis. …”
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Regulation of land use conflicts at indigenous peoples lands based on blockchain platform, russian arctic case study by A. V. Evseev, T. M. Krasovskaya, V. S. Tikunov, I. N. Tikunova

“…The procedure of conflict detection and forecast for a certain territory is based on separate data sets analysis by independent stakeholders. …”
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Viterbi-Viterbi Carrier Phase Estimation for Multi-Ring <inline-formula><tex-math notation="LaTeX">$M$</tex-math></inline-formula>-APSK With Wiener Carrier Phase Noise and Its Perf... by Qian Wang, Wenqiang Ma, Li Ping Qian, Xinwei Du, Changyuan Yu, Pooi-Yuen Kam

“…Therefore, phase estimation (PE) methods and laser linewidth tolerance analysis are particularly important in practice. …”
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Biosensor DNA Elektrokimia untuk Deteksi Makanan Mengandung Babi (Sus scrofa) Menggunakan Screen Printed Carbon Electrode Termodifikasi Emas by Shabarni Gaffar, Annisa Ilma Naviardianti, Santhy Wyantuti, Yeni Wahyuni Hartati

“…The DNA-based detection method is the most accurate, specific, and sensitive method for identifying the presence of a mixture of pork components in food products. …”
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DK-SLAM: Monocular Visual SLAM with Deep Keypoint Learning, Tracking, and Loop Closing by Hao Qu, Lilian Zhang, Jun Mao, Junbo Tie, Xiaofeng He, Xiaoping Hu, Yifei Shi, Changhao Chen

“…Although deep learning-based local features excel at capturing high-level information and perform well on matching benchmarks, they struggle with generalization in continuous motion scenes, adversely affecting loop detection accuracy. Our system employs a Model-Agnostic Meta-Learning (MAML) strategy to optimize the training of keypoint extraction networks, enhancing their adaptability to diverse environments. …”
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Energy-Efficient Node Selection for Target Tracking in Wireless Sensor Networks by Yong Wang, Dianhong Wang

“…This paper presents an energy-efficient selection of cooperative nodes. In the proposed method, the target detection probability is estimated by single-node processing based on particle filter. …”
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Directions of Epidemiological Surveillance of Chronic Lung Infections Caused by <i>Burkholderia cepacia Complex</i>, <i>Achromobacter spp., Pseudomonas aeruginosa</i> and Methicill... by L. R. Avetisyan, I. A. Shaginyan, M. Yu. Chernukha, E. M. Burmistrov, O. S. Medvedeva, E. V. Rusakova, E. A. Siyanova, Е. I. Kondrateva, A. G. Chuchlin, A. L. Ginzburg

“…Determine the directions of epidemiological surveillance (ES) for CLI in patients with CF and preventive measures necessary to counteract the cross-infections among patients with CF and the spread of the dominant pathogens of CLI in the hospital.Materials and methods. A complex of epidemiological, microbiological and molecular genetic methods was used.Results and discussion. …”
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Rapid diagnosis of bacterial vaginosis using machine-learning-assisted surface-enhanced Raman spectroscopy of human vaginal fluids by Xin-Ru Wen, Jia-Wei Tang, Jie Chen, Hui-Min Chen, Muhammad Usman, Quan Yuan, Yu-Rong Tang, Yu-Dong Zhang, Hui-Jin Chen, Liang Wang

“…This study aims to develop a novel method for BV detection by integrating surface-enhanced Raman scattering (SERS) with machine learning (ML) algorithms. …”
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Research on Cognitive Radio Non-orthogonal Multiple Access System in 5G Communications Oriented to Ubiquitous Power Internet of Things by Rui SHE, Ningchi ZHANG, Yanru WANG, Dandan GUO, Wenjie MA, Hui LIU, Jie ZHANG

“…To ensure the accuracy of spectrum detection, a multi-user cooperative sensing method is adopted. …”
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Icariin on the proliferation and osteogenic differentiation of MC3T3-E1: An experimental study by QIAN Hongjing, LIU Yulian, ZHANG Yunpeng, SHI Yiming, HUANG Guanghui, ZHOU Yeran, LUO Guangming

“…[Objective:] To study the effects of a Chinese traditional medicine icariin (ICA) on the cell activity and osteogenic differentiation of preosteoblasts in mice calvarium (MC3T3-E1). [Methods:] The optimal intervention concentration of ICA was screened and MC3T3-E1 cells were divided into blank control group and experimental group with different concentrations of ICA. …”
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Trace Analysis of Metal Ions Using a Coulometric Thin Layer Flow Cell Technique by H.F. Siegenthaler, E. Schmidt

“…By optimizing the cell parameters a further lowering of the present detection limit (≈ nanomoles/l) should be possible. …”
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Green Pre-Treatment Strategy Using Ionic Liquid-Based Aqueous Two-Phase Systems for Pesticide Determination in Strawberry Samples by Ana Jocić, Slađana Marić, Danijela Tekić, Jasmina Mušović, Jelena Milićević, Sanja Živković, Aleksandra Dimitrijević

“…Application of this ATPS to strawberries resulted in significant pesticide preconcentration, reaching mg/L levels suitable for detection by liquid chromatography. The method’s sustainability was supported by green chemistry metrics, with AGREEprep and AGREE scores of 0.68 and 0.55, respectively, underscoring its alignment with eco-friendly practices.…”
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Safety assessment of temozolomidee: real-world adverse event analysis from the FAERS database by Yu Liu, Lan Ma, Lan Ma, Xiaojia Fu, Xiaojia Fu, Yi Zhang, Yi Zhang, Jinyu Zheng, Zhongjun Chen

“…Methods for identifying temozolomide-related AEs signals include taking a case/non-case approach. …”
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Measurable residual disease in hematologic malignancies: a biomarker in search of a standard by Namrata S. Chandhok, Mikkael A. Sekeres

“…Commonly used modalities for detecting MRD include multiparametric flow cytometry (MFC), next-generation sequencing (NGS), and polymerase chain reaction-based methods (PCR). …”
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Application and prospect of artificial intelligence in empowering the operation and managment of oil and gas pipelines by Qi LIAO, Chunying LIU, Jian DU, Hao LAN, Yongtu LIANG, Haoran ZHANG

“…AI methodologies have found extensive application across various research domains, largely focusing on leak detection, corrosion analysis, risk evaluation, identification, prediction, and optimization. …”
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Early and Accurate Pathogen Identification Based on mNGS: Key to Timely Therapy for Mycoplasma Prosthetic Joint Infection by Zhenyuan Lin, Yang Chen, Zhenggui Yu, Zeyu Zhang, Yiming Lin, Wenming Zhang, Wenbo Li, Yufeng Guo, Xinyu Fang

“…The synergistic use of mNGS, optimized culture methods, and 16S rRNA PCR enables early detection of Mycoplasma. …”
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Harm Reduction Contingency Management for Stimulant Use Reduction and Antiretroviral Therapy Adherence in HIV Primary Care: Protocol for an Implementation Effectiveness Study by Gabriela Steiner, Stefan Baral, Elise D Riley, Steven Shoptaw, Gabriel Chamie, Kate Roberts, Lauren Suchman, Kelly Knight, Monica Gandhi, Phillip Coffin, Ayesha Appa

“…We will assess stimulant use once weekly using tests with a 4-day detection window, allowing participants to use stimulants during select days of the week but earn incentives by reducing their frequency of use from near-daily use. …”
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