Brain lateralisation feature extraction and ant colony optimisation‐bidirectional LSTM network model for emotion recognition by Woo‐Hyun Hwang, Dong‐Hyun Kang, Deok‐Hwan Kim

“…The authors reinforce feature performance by adding brain lateralisation for emotion recognition. Emotion label data were recorded by performing annotation labelling, in which the values are between −100 and 100 in the arousal‐valence domain. …”
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Canadian Standards Association Standard CAN/CSA/Z264.1-02:2002: A New Voluntary Standard for Spacers and Holding Chambers Used with Pressurized Metered-Dose Inhalers by Myrna B Dolovich, Jolyon P Mitchell

“…The purpose of the present review is to highlight the main features of the standard for clinicians by describing its scope, the tests that are intended to assure the robustness of the construction of these devices, the type of testing that is specified to establish in vitro efficacy, and the recommendations for the marking and labelling of the device and its associated packaging. …”
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Knowledge, Attitude, and Barriers to Fluoride Application as a Preventive Measure among Oral Health Care Providers by Aqdar A. Akbar, Noura Al-Sumait, Hanan Al-Yahya, Mohammad Y. Sabti, Muawia A. Qudeimat

“…Despite the participants being in favor of topical fluoride application and believing in its effectiveness, certain barriers were apparent such as knowledge deficiencies, products labelling flaw, and lack of participation in effective continuing educational activities.…”
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Localisation of Abundant and Organ-Specific Genes Expressed in Rosa hybrida Leaves and Flower Buds by Direct In Situ RT-PCR by Agata Jedrzejuk, Heiko Mibus, Margrethe Serek

“…We used digoxygenin-11-dUTP, biotin-11-dUTP, and fluorescein-12-dUTP-labelled nucleotides and antidig-AP/ streptavidin-fluorescein-labelled antibodies. …”
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Investigation of chemical, sensory, and rheological properties of Kyrgyz ethnic fermented beverage from cereals during cold storage by Jamila Smanalieva, Janyl Iskakova

“…The obtained parameters can be used to predict the shelf-life model and product labelling by its expiry period, as well as to control the quality of Maksym.…”
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Classification and determination of the tobacco raw materials authenticity during the forensic examination by S. A. Trofimets

“…The scientific article examines the peculiarities of classification (botanical, geographical, commodity, international); requirements for the quality of tobacco raw materials and their safety for human health and life, as well as requirements for packaging and labelling in order to improve the examination of tobacco raw materials. …”
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Changes in Immunoreactivity of Sensory Substances within the Enteric Nervous System of the Porcine Stomach during Experimentally Induced Diabetes by Michał Bulc, Katarzyna Palus, Jarosław Całka, Łukasz Zielonka

“…Using double immunofluorescent labelling, it was found that acute hyperglycaemia led to significant changes in the chemical coding of stomach enteric neurons. …”
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Automated Classification of Circulating Tumor Cells and the Impact of Interobsever Variability on Classifier Training and Performance by Carl-Magnus Svensson, Ron Hübler, Marc Thilo Figge

“…The evaluation, and often training, of automated classifiers requires manually labelled data as ground truth. In many cases such labelling is not perfect, either because of the data being ambiguous even for a trained expert or because of mistakes. …”
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An Investigation into Information Security Managerial Practices in Selected Public Sector Organizations. by Ahimbisibwe, Benjamin K., Nabende, Peter, Musiimenta, Florence

“…Focus was made on information security practices critical to managing information like human security, information classification, procedures for information labelling, compliance, standards, command and control techniques. …”
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Necrotizing Fasciitis in Paroxysmal Nocturnal Hemoglobinuria by Pusem Patir, Yakup Isik, Yigit Turk, Mehmet Can Ugur, Cengiz Ceylan, Gulnur Gorgun, Nihal Mete Gokmen, Guray Saydam, Fahri Sahin

“…He was subsequently started on eculizumab therapy, with starting and maintenance doses set as per drug labelling. Progression of the patient’s leg ulcers during follow-up, with fulminant tissue destruction, purulent discharge, and necrotic patches, led to a later diagnosis of necrotizing fasciitis due to Pseudomonas aeruginosa and Klebsiella pneumonia infection. …”
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BMP9 induces postnatal zonal stratification of immature articular cartilage through reconfiguration of the existing collagen framework by Miles Anderson-Watters, Ilyas M. Khan

“…In explants exposed to BMP9, collagen fibrils underwent angular displacement from 19° to 78° with respect to the surface, cell density decreased 1.77-fold, and chondrons were significantly larger. The absence of labelling with anti-COL2¾m, a marker of collagen turnover, showed that the existing fibril network was restructured. …”
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Rapid Multi-Well Evaluation of Assorted Materials for Hydrogel-Assisted Giant Unilamellar Vesicle Production: Empowering Bottom-Up Synthetic Biology by Cherng-Wen Darren Tan, Magdalena Schöller, Eva-Kathrin Ehmoser

“…PLE-GUVs offer a novel method of GUV labelling and tracing, which emulates the calcein-AM staining behaviour of cells. …”
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Medication stewardship in the operating theatre in Malaysia: A quality improvement project by Siti Nadzrah Yunus, Nur Haryanti Izumi Suhaimi, Ka Ting Ng, Ili Syazana Jamal Azmi, Noorjahan Haneem Md Hashim, Ina Ismiarti Shariffuddin

“…Common errors included misidentification of ampoules or vials (65.2%), miscalculation of dosages (65.2%), improper syringe labelling (56.5%), accidental drug omission (54.3%) and wrong prescriptions (39.1%). …”
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Identification of C-Kit-Positive Interstitial Cells in the Dog Lower Urinary Tract and Relationship with Smooth Muscle and Nerves. Hypotheses for a Likely Pacemaker Role. by Silvana Arrighi, Giampaolo Bosi, Debora Groppetti, Fausto Cremonesi

“…Cryosections of normal canine bladder and urethra were immunofluorescently labelled with c-kit, a transmembrane, tyrosine kinase growth factor receptor, known to be expressed on the interstitial cells of Cajal (ICCs) of the gut. …”
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Comparison of Real-Time Methods Demonstrating the Effects of Reduced Glutathione on Olfactory Neuroblasts by Alain Géloën, Emmanuelle Berger

“…Results show the importance of real-time analysis methods, without labelling, in the study of cell responses under culture conditions. …”
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AgNOR Count in Resting Cells (Resting NOR) Is a New Prognostic Marker in Invasive Bladder Tumor by Mitsuro Tomobe, Toru Shimazui, Katsunori Uchida, Hideyuki Akaza

“…In the present study, we evaluate the type of AgNOR associated with cell cycles as a prognostic factor in invasive bladder tumor using a double staining technique employing both AgNOR and MIB-1 labelling. Materials and methods: Forty-four paraffin sections of invasive bladder tumors were stained simultaneously with AgNOR and MIB-1. …”
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Features of classification and examination of butter and spreads by N. V. Kryvоruchkо, T. S. Kyrychenkо

“…For the customs identification of butter and spreads, the following differences may be taken into account: composition and origin, fat content and processing, emulsifiers and additional ingredients, low temperature hardness, purpose and use, labelling and packaging. The main identification tasks in the commodity expertise of these products are: product composition, detection of impurities, organoleptic characteristics, texture and consistency, chemical analysis, comparison with standards, determination of product origin. …”
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Association of expedited review programmes with postmarketing safety events of new drugs approved by the US food and drug administration between 2007 and 2017 by Bao Liu, Xingyue Zhu

“…Objective To explore the associations between the risks of postmarketing safety events of new drugs and the four expedited programmes of priority review, accelerated approval, fast track and breakthrough therapy established by the US Food and Drug Administration (FDA); and to investigate whether multiple uses of expedited programmes, and the combinations of expedited programmes with orphan designation, were relevant to different safety profiles.Design Cohort study.Setting USA.Participants All new drugs approved by the FDA between 1 January 2007 and 31 December 2017, followed up until 10 April 2021.Outcome measures Safety events included safety-related withdrawal, new boxed warning, drug safety communication, postapproval risk evaluation mitigation strategy and safety-related labelling changes. The duration from marketing approval to the occurrence of a safety event was measured.Method Cox models were performed to determine the factors related to the time-to-safety event.Results The FDA approved 338 new drugs between 2007 and 2017, among which 53.6% (181) were under expedited review and 32.2% (109) received two or more expedited programmes. …”
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Impact of the new hazard classes in the CLP regulation on EU chemicals legislation by Diana Kättström, Anna Beronius, Urban Boije af Gennäs, Christina Rudén, Marlene Ågerstrand

“…Abstract The EU recently introduced four new hazard classes to the Classification, Labelling and Packaging Regulation (CLP) (EC) 1272/2008. …”
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EMS3D-KITTI: Synthetic 3D dataset in KITTI format with a fair distribution of Emergency Medical Services vehicles for autodrive AI model trainingZenodo by Chandra Jaiswal, Sally Acquaah, Christopher Nenebi, Issa AlHmoud, AKM Kamrul Islam, Balakrishna Gokaraju

“…However, the need for large, precisely labelled datasets limits the detection of specialized and less common objects, such as Emergency Medical Service (EMS) and law enforcement vehicles. …”
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