Analysis of qRT-PCR Data to Identify the Most Stable Reference Gene Using gQuant by Abhay Pathak, Sukhad Kural, Shweta Singh, Lalit Kumar, Manjari Gupta, Garima Jain

“…Quantitative reverse transcription PCR (qRT-PCR) is the gold standard assay for the quantitative measurement of RNA expression levels, but its reliability depends on selecting stable reference targets for normalization. …”
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Machine Learning Applied to Reference Signal-Less Detection of Motion Artifacts in Photoplethysmographic Signals: A Review by Erick Javier Argüello-Prada, Javier Ferney Castillo García

“…This narrative review examines the application of machine learning techniques for the reference signal-less detection of MAs in PPG signals. …”
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Application of Safety Identification of Drive Control Unit Software by Pengxiang LIU, Weijie ZHANG, Pai PENG

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Systematic identification of balanced transposition polymorphisms in Saccharomyces cerevisiae. by Dina A Faddah, Eric W Ganko, Caroline McCoach, Joseph K Pickrell, Sean E Hanlon, Frederick G Mann, Joanna O Mieczkowska, Corbin D Jones, Jason D Lieb, Todd J Vision

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Identification of an anatomical safe zone for humeral cerclage passage by Matthew T. Gulbrandsen, MD, Lea E. McDaniel, MD, Clayton H. Hui, BS, Jeremy R. Brown, MD, Taha M. Taka, MD, Marc G. Lubitz, MD, Anup A. Shah, MD, Evan S. Lederman, MD, Wesley P. Phipatanakul, MD

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Identification and quantitative determination of arbutin in the herb of Orthilia secunda by A. V. Lezina, I. I. Terninko, M. V. Krysko

“…The results were processed using the LabSolution software. The identification and quantification of arbutin was carried out in comparison with a standard solution containing a reference sample (RS) of arbutin (C = 0,025 mg/ml) and RS of hydroquinone (C = 0,0125 mg/ml).Results and discussion. …”
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Evaluation of different reference based annotation strategies using RNA-Seq - a case study in Drososphila pseudoobscura. by Nicola Palmieri, Viola Nolte, Anton Suvorov, Carolin Kosiol, Christian Schlötterer

“…RNA-Seq is a powerful tool for the annotation of genomes, in particular for the identification of isoforms and UTRs. Nevertheless, several software tools exist and no standard strategy to obtain a reliable annotation is yet established. …”
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A Robust Reference Optical Spectrum Based in-Band OSNR Monitoring Method Suitable for Flexible Optical Networks by Yibo Zhong, Sheng Cui, Hongwei Lu, Changjian Ke, Haoyu Wang, Peishan Jiang, Deming Liu

“…Moreover, this method supports using the standard ROS retrieved by the existing machine-learning technique based optical spectrum identification technique, and thus can remove the need to measure the ROS near the transmitter, which is hard to perform, especially in flexible optical networks. …”
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Typing of clinical and reference strains of Saccharomyces cerevisiae using pulsed-field gel electrophoresis and MALDI-TOF MS by Justyna Cieślik, Zofia Bakuła, Katarzyna Roeske, Aleksandra Kuryłek, Alicja Okrasińska, Jacek Bielecki, Marta Wróblewska, Tomasz Jagielski

“…The purpose of the study was to compare the results of the gold standard pulsed-field gel electrophoresis (PFGE) typing with MALDI-TOF MS on a subset of S. cerevisiae clinical and reference strains. …”
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SMOTE-LOF for noise identification in imbalanced data classification by Asniar, Nur Ulfa Maulidevi, Kridanto Surendro

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Independence on the lead of the identification of the ventricular depolarization in the electrocardiogram in wearable devices by Noemi Giordano, Silvia Cannone, Gabriella Balestra, Marco Knaflitz

“…Conclusions: The proposed method enables the identification of a stable reference of the ventricular depolarization regardless of the choice of the lead. …”
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Identification and Quantitation of Melamine in Milk by Near-Infrared Spectroscopy and Chemometrics by Tong Wu, Hui Chen, Zan Lin, Chao Tan

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Multidimensional poverty in the Colombian pacific: identification, measurement and recent trends by Roberto Mauricio Sánchez-Torres

“… The Pacific is the region of Colombia with the greatest economic lag and the lowest living standards of its population. The objective of this study is to investigate poverty in the Colombian Pacific, taking as a reference the multidimensional approach, applying different identification methodologies and aggregation indicators. …”
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Locating Appropriate Reference Genes in Heteroblastic Plant <i>Ottelia cordata</i> for Quantitative Real-Time PCR Normalization by Panyang Guo, Runan Li, Jiaquan Huang, Liyan Yin

“…The results of this study offer the initial information concerning reference gene identification for <i>O. cordata</i> as well as the first data in Hydrocharitaceae plants. …”
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Analysis of the Progress in Identification and Evaluation of Laboratory Animal Resources in China by DU Xiaoyan, LIU Yunbo

“…The Committee of Identification and Evaluation for Laboratory Animal Resources, organized by Chinese Association for Laboratory Animal Sciences and established in May 2019, is currently the only specialized academic agency dedicated to the identification and evaluation of laboratory animal resources in China. …”
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Identification of Technical Characteristics of Ergonomic Baby Dining Chair Products by Prima Fithri, Ahmad Syafruddin Indrapriyatna, Farrell Syaddad Hamdan, Yuni Handayani Gusmira

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Identification of Metabolites of Ferulic Acid in Human after Oral Administration by Qian PAN, Wei LI, Yang YANG, Yong-qiang ZHAO, Li LIAN, Qing-qing CONG, Li-hong WANG, Yue-lin SONG, Qian HONG

“…This study systematically identifies the metabolites of FA in vivo, providing scientific evidence and reference for further studies in the pharmacological mechanism of FA.…”
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Consistency of 3D reconstruction measurements of lower limb torsion at different segments with the CT gold standard by Shouliang Xiong, Yunpeng Luo, Shikuan Zhang, Zhongxuan Wu, Degang Huang, Hongzhou Sun

“…By verifying the comparison results of 3D measurement method and 2D gold standard, the applicability of 3D measurement method in clinical diagnosis was analyzed, which provided data support for the evaluation of lower limb torsion angle in patients with Patellofemoral pain syndrome (PFPS). …”
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New Methodology for Non-destructive Identification of Body Fluid for Forensic Purposes by Eugenio, Francesco Mercante, Teresa Di Sarno Giusto

“…The purpose of this research study was to test and subsequently validate a method based on the identification of biological fluids by nondestructive analysis, attributing phenotypic characteristics to biological stains. …”
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Enhanced identification of Morganella spp. using MALDI-TOF mass spectrometry by Mathilde Duque, Cécile Emeraud, Rémy A. Bonnin, Quentin Giai-Gianetto, Laurent Dortet, Alexandre Godmer

“…Objectives: This study aims to improve the performance of MALDI-TOF for identifying Morganella spp. using WGS as the gold-standard reference method. Methods: We applied Machine Learning (ML) algorithms to a collection of 235 clinicial Morganella spp. strains to develop an optimized identification model. …”
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