Overview of the identification of traffic accident-prone locations driven by big data by Chunjiao Dong, Naixin Chang

“…This paper first systematically compares the research in Chinese and foreign literature, and proposes three types of identification indicators, namely absolute, relative and comprehensive, according to different reference standards. …”
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Classification of Mass Spectral Data to Assist in the Identification of Novel Synthetic Cannabinoids by Kristopher C. Evans-Newman, Garion L. Schneider, Nuwan T. Perera

“…Detection and characterization of newly synthesized cannabinoids (NSCs) is challenging due to the lack of availability of reference standards and chemical data. In this study, a binary classification system was developed and validated using partial least square discriminant analysis (PLS-DA) by utilizing readily available mass spectral data of known drugs to assist in the identification of previously unknown NCSs. …”
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Mechanical Characterization and Chemical Identification of Clear Binders for Road Surface Courses by Andrea Grilli, Maurizio Bocci, Amedeo Virgili, Carla Conti

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Development of Quality Control Parameters for Standardization of Herb of the Cultivated Plant <i>Alchemilla mollis</i> (Buser) Rothm. by V. D. Boyarshinov, E. V. Zorina

“…To determine the authenticity of Alchemilla mollis herb, it was proposed to use the identification of cynaroside by TLC. The modified method for the quantitative determination of flavonoids in terms of cynaroside for the Alchemilla mollis herb, reproducible, correct and can be used for standardization. …”
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Identification of polynomial models of static load characteristics based on passive experiment results by N. L. Batseva, A. K. Zhuykov

“…The dispersion of initial data in reference to calculated data shows, that polynomial models of static load characteristics, identified by suggested technique, simulate the regime with the greater accuracy than standard models of static load characteristics.…”
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Identification and characterization of older emergency department patients with high‐risk alcohol use by Christina L. Shenvi, Mark A. Weaver, Kevin J. Biese, Yushan Wang, Rishab Revankar, Yetunde Fatade, Aileen Aylward, Jan Busby‐Whitehead, Timothy F. Platts‐Mills, Gail D'Onofrio

“…We assessed alcohol use in patients aged ≥ 65 years using the timeline follow back (TLFB) method as a reference standard and a new, 2‐question screener based on NIAAA guidelines. …”
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Total Least Squares In-Field Identification for MEMS-Based Inertial Measurement Units by Massimo Duchi, Edoardo Ida’

“…The proposed identification model is linear and requires no prior knowledge of the parameters to be identified. …”
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Morphometric Identification of An Unknown Honey Bee Colony: An Example From North India by Kaur Hardeep, Ganie Sajad Ahmad, Tofilski Adam

“…For some markers, including the cytochrome c oxidase subunit, there is a well-established methodology allowing consistent subspecies identification in different laboratories. In the case of morphological markers, identification is hindered by a lack of reference data and a standardized methodology to reuse it. …”
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Identification of Nontuberculous Mycobacterium and Mycobacterium tuberculosis Complex in Sputum Patients with Suspected Tuberculosis by Fanny Indriyani Biyang, Muhammad Nasrum Massi, Lisa Tenriesa Muslich, Andi Rofian Sultan, Mochammad Hatta, Ahmad Rahmat Ramadhan, Baedah Madjid

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Culex (Diptera: Culicidae) Mosquitoes in Jazan Region, Saudi Arabia, and Their Molecular Identification by Elsiddig Noureldin, Ommer Dafalla, Abdualziz Hakami, Mohammed Jubran, Ahmed Alzhrani, Muhannad Mujally, Othman Shajari, Ali Khardali, Zaki Eisa

“…Morphological characteristics have been the gold standard method to identify mosquito species. However, morphological identification has many limitations including lack of expertise and damaging of external characters due to improper specimen handling. …”
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RpNGS: an automated platform for pathogen identification and monitoring in clinical metagenomics data by Jing Zhou, Yao Tian, Min Yang, Ting Hao, Jun Ma, Shengyu Wang

“…This technology optimizes clinical reporting by autonomously generating standardized reports in Word format. We have utilized the platform on an artificial microbial community reference panel and several clinical metagenomics datasets from public databases to demonstrate the efficacy of this workflow. …”
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First report on identification and genetic characterization of Getah virus in wild boar in China by Jian Huang, Deping Song, Jiazhen Wei, Baobao Xie, Qun Yang, Jun Xu, Fanfan Zhang

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Reference genes for mesangial cell and podocyte qPCR gene expression studies under high-glucose and renin-angiotensin-system blocker conditions. by Nicole Dittrich Hosni, Ana Carolina Anauate, Mirian Aparecida Boim

“…<h4>Background</h4>Real-time PCR remains currently the gold standard method for gene expression studies. Identification of the best reference gene is a key point in performing high-quality qPCR, providing strong support for results, and performing as a source of bias when inappropriately chosen. …”
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How Organizational Citizenship Behavior Stimulant: Transformational Leadership Identification Model Approaches by Mochamad Soelton, Agus Arijanto, Yanto Ramli, Suprapto, Irmayunita, Subur Karyatun, Anees Janee Ali

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Identification and leveling of factors affecting the acceptance of excellence model in Islamic Azad University by Seyedeh Somayeh Mousavi Siah Deleh, Samad Jabbari Asl, Musa Rezvani Chaman Zamin

“…Azad University has different branches, and consequently, it cannot be expected that its governing culture will be the same in terms of executive standards and implementation of the plan to accept the model of excellence. …”
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Identification of causative agents of infective endocarditis by metagenomic next-generation sequencing of resected valves by Vladimir Lazarevic, Nadia Gaïa, Truong-Thanh Pham, Mikaël de Lorenzi-Tognon, Mikaël de Lorenzi-Tognon, Myriam Girard, Florian Mauffrey, Yannick Charretier, Gesuele Renzi, Christoph Huber, Jacques Schrenzel, Jacques Schrenzel, Jacques Schrenzel

“…Blood culture, considered the reference standard, exhibited slightly higher sensitivity (88.2%) with comparable specificity (100%). …”
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Identification of Exiguobacterium acetylicum by a double real- time polymerase chain reaction assay by GAO Cancan, LIU Jiamei, LI Junjie, LU Zhaoxin, LÜ Fengxia, ZHANG Chong, ZHAO Haizhen, BIE Xiaomei

“…The R² values of standard curve were 0.994 and 0.999, respectively, indicating that the assay was credible, and the RT- PCR showed high repeatability. …”
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A method of identification and localization of tea buds based on lightweight improved YOLOV5 by Yuanhong Wang, Yuanhong Wang, Jinzhu Lu, Jinzhu Lu, Qi Wang, Qi Wang, Zongmei Gao

“…Also, it reduces the dependence on hardware, provides a reference for deploying the tea bud target detection model in the natural environment of the tea garden, and has specific theoretical and practical significance for the identification and localization of the intelligent picking robot of tea buds.…”
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Molecular Identification of Staphylococcus aureus Isolated from Hospital and Community-Acquired in Baqubah City by Qutaiba Dhiaa Hashim, Hadi Rahman Rasheed Al-Taai

“…Sequencing results for coa gene showed that after executing NCBI BLASTn on these PCR amplicons, the sequencing reactions confirmed their exact identification. In terms of the 812 bp amplicons, the NCBI BLASTn software showed up to 97% to 99% matches in nucleotides between the analyzed specimens and S. aureus target sequence references. …”
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First Molecular Identification of Zoonotic <i>Babesia odocoilei</i> in Ticks from Romania by Ioan Cristian Dreghiciu, Diana Hoffman, Simona Dumitru, Ion Oprescu, Mirela Imre, Tiana Florea, Anamaria Plesko, Vlad Iorgoni, Sorin Morariu, Gheorghe Dărăbuș, Marius Stelian Ilie

“…The resulting amplicons were sequenced and compared with reference sequences in GenBank for species confirmation. …”
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