Development of an Artificial Neural Network-Based Image Retrieval System for Lung Disease Classification and Identification by Atul Pratap Singh, Ajeet Singh, Amit Kumar, Himanshu Agarwal, Sapna Yadav, Mohit Gupta

“…The rapid advancement of medical imaging technologies has propelled the development of automated systems for the identification and classification of lung diseases. …”
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Unsupervised clustering for sepsis identification in large-scale patient data: a model development and validation study by Na Li, Kiarash Riazi, Jie Pan, Kednapa Thavorn, Jennifer Ziegler, Bram Rochwerg, Hude Quan, Hallie C. Prescott, Peter M. Dodek, Bing Li, Alain Gervais, Allan Garland

“…However, it lacks a true reference standard for case identification, complicating epidemiologic surveillance. …”
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Identification and analysis of factors affecting the technology transfer process in the power train of automotive (Case study : Iran Khodro Industrial Group) by ٍEbrahim Doostzadeh, Abbas Toloie Ashlaghi, Manochehr Manteghi, Reza Radfard

“…Finally, as a suggestion for further research, we can refer to a more in-depth and specific analysis for each of the four hidden factors identified in this research and the formulation of guidelines for the standardization of this process.…”
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Development and evaluation of a multiplex molecular point-of-care assay for direct identification of Mycobacterium tuberculosis and prioritized non-tuberculous mycobacteria by Qiao-Lian Yi, Yun Wu, Yun Wu, Shuang He, Meng-Li Feng, Xiao-Yu Liu, Xin-Zhu Zhou, Xin-Zhu Zhou, Hao-Tian Gao, Yu-Fan Zhang, Qi-Wen Yang, Qi-Wen Yang, Ying-Chun Xu, Ying-Chun Xu

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Development and validation of a case-finding algorithm for the identification of non-small cell lung cancers in a region-wide Italian pathology registry. by Andrea Spini, Pietro Rosellini, Cristiana Bellan, Folco Furiesi, Silvano Giorgi, Sandra Donnini, Rosa Gini, Marina Ziche, Francesco Salvo, Giuseppe Roberto

“…<h4>Purpose</h4>To develop and validate a case-finding algorithm for the identification of Non-Small Cell Lung Cancer (NSCLC) cases in a region-wide Italian pathology registry (PR).…”
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Development and validation of an interpretable machine learning model for retrospective identification of suspected infection for sepsis surveillance: a multicentre cohort studyRes... by Renée A.M. Tuinte, Luuk P.J. Smolenaers, Bram T. Knoop, Konstantin Föhse, Tamar J. van der Aart, Hjalmar R. Bouma, Mihai G. Netea, Katrijn Van Deun, Jaap ten Oever, Jacobien J. Hoogerwerf

“…This study aimed to operationalise suspected infection for sepsis surveillance by developing an interpretable machine learning (ML) model for retrospective identification of patients with sepsis. …”
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Evaluation of DNA barcoding reference databases for marine species in the western and central Pacific Ocean by Yufei Zhou, Alejandro Trujillo-González, Simon Nicol, Roger Huerlimann, Stephen D. Sarre, Dianne Gleeson

“…DNA barcoding is a widely used tool for species identification, with its reliability heavily dependent on reference databases. …”
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The Relative Age Effect and Performance in Rhythmic Gymnastics: An Analysis of the 2023 Junior and Senior World Championships by Katarzyna Sterkowicz-Przybycień, Tijana Purenović-Ivanović

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Special endurance coefficients enable the evaluation of running performance by Wolfgang Blödorn, Frank Döring

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Proposing a template for selecting the coordinates of laboratory standards for executive management of the country. by mohammad hasan Izadparast, ali asghar pourezzat, Alireza Amirkabiri

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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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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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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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Analysis of the Progress in Identification and Evaluation of Laboratory Animal Resources in China by DU Xiaoyan, LIU Yunbo

“…Laboratory animals are not only a national strategic resource but also an important support for development of science and technology. 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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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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New Methodology for Non-destructive Identification of Body Fluid for Forensic Purposes by Eugenio, Francesco Mercante, Teresa Di Sarno Giusto

“…Through a method validation procedure developed on four different tests of the technically investigated samples, specific useful ranges were identified for histological-forensic diagnosis of the biological stains, both known in the reference sample and unknown samples. …”
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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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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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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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