Discrimination of superficial lymph nodes using ultrasonography and tissue metabolomics coupled with machine learning by Lu Li, Xinyue Wang, Hongyan Deng, Wenjuan Lu, Yasu Zhou, Xinhua Ye, Yong Li, Jie Wang

“…Specifically, the lymphoma group exhibited higher levels of nucleotides (inosine monophosphate and adenosine diphosphate) as well as glutamic acid, and the metastasis group was characterized by higher levels of carbohydrates, acylcarnitines, glycerophospholipids, and uric acid. Linear discriminant analysis coupled with these metabolites could be used for differentiating lymph nodes, achieving recognition rates ranging from 87.4% to 89.3%, outperforming ultrasonography (63.1% to 75.4%).DiscussionOur findings could contribute to a better understanding of malignant lymph node development and provide novel targets for therapeutic interventions.…”
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Discrimination of Anti-Donor Response in Allogeneic Transplantation Using an Alloreactive T-Cell Detection Assay by Ryosuke Arata, Naoki Tanimine, Akhmet Seidakhmetov, Kentaro Ide, Yuka Tanaka, Hideki Ohdan

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Discriminant analysis of occupational performance characteristics in patients with major depressive disorders and healthy individuals by Tomonari Hayasaka, Izumi Nagashima, Miku Hoshino, Koji Teruya, Yasuyuki Matumoto, Masami Murao, Taku Maruki, Masako Watanabe, Takeshi Katagiri, Yayoi Imamura, Mariko Kurihara, Yuki Oe, Yoshikazu Takaesu, Takashi Tsuboi, Koichiro Watanabe, Hitoshi Sakurai

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Metabolomics Approach for Discrimination and Quality Control of Natural and Commercial Fallopia multiflora Products in Vietnam by Nguyen Thi Thoa, Nguyen Hai Dang, Do Hoang Giang, Nguyen Thi Thu Minh, Nguyen Tien Dat

“…Overall, this method is a promising tool for discrimination and quality assurance of F. multiflora products.…”
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Identification of lesion location and discrimination between benign and malignant findings in thyroid ultrasound imaging by Xu Yang, Hongliang Geng, Xue Wang, Lingxiao Li, Xiaofeng An, Zhibin Cong

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Impact of Severity of Sickle Cell Anemia on Auditory Discrimination Ability and Speech Perception in Noise by Preeti Sahu, Animesh Barman

“… Introduction Sickle cell anemia (SCA) is a genetic disorder with clinical manifestations due to circulatory changes, leading to adverse effects on the auditory system that might impact auditory processing, such as auditory discrimination and speech perception ability. This condition is associated with the severity level of anemia.…”
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XGBoost-enhanced ensemble model using discriminative hybrid features for the prediction of sumoylation sites by Salman Khan, Sumaiya Noor, Tahir Javed, Afshan Naseem, Fahad Aslam, Salman A. AlQahtani, Nijad Ahmad

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GAIT VELOCITY AND STEP LENGTH MAY DISCRIMINATE ACTIVE FROM SEDENTARY ELDERLY WOMEN by Bruno de Souza Moreira, Renata Noce Kirkwood, Andréa de Jesus Lopes, Rosângela Corrêa Dias, Rosana Ferreira Sampaio

“…When the original variables from Factor 3 were analyzed, gait velocity wasthe most discriminant variable, with a much higher discriminant coeffi cient (-0.999) than steplength (-0.022). …”
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Comparing the Linear and Quadratic Discriminant Analysis of Diabetes Disease Classification Based on Data Multicollinearity by Autcha Araveeporn

“…Linear and quadratic discriminant analysis are two fundamental classification methods used in statistical learning. …”
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“TO BE MACHO OR NOT TO BE MACHO, THAT IS THE QUESTION”: HOW MACHISMO IS RELEVANT TO DISCRIMINATION IN THE ROMANIAN AND SERBIAN HEALTH SECTORS by Ekrem TUFAN

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Real-time discrimination of earthquake signals by integrating artificial intelligence technology into IoT devices by Zhi Geng, Yanfei Wang, Wenyong Pan, Caixia Yu, Zhijing Bai, Hongzhou Zhang

“…This model encodes the discrimination process as a single numerical value, offering interpretability with only 2693 parameters. …”
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Nondestructive Discrimination of Lead (Pb) in Preserved Eggs (Pidan) by Near-Infrared Spectroscopy and Chemometrics by Lu Xu, Si-Min Yan, Chen-Bo Cai, Xiao-Ping Yu

“…This paper develops a rapid and nondestructive method for discrimination of lead (Pb) in preserved eggs with different processing methods by near-infrared (NIR) spectroscopy and chemometrics. …”
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Hybrid model for wind power estimation based on BIGRU network and error discrimination‐correction by Yalong Li, Ye Jin, Yangqing Dan, Wenting Zha

“…This paper proposes a novel approach to enhance the accuracy of wind power estimation through a hybrid model integrating neural networks and error discrimination‐correction techniques. In order to improve the accuracy of estimation, a bidirectional gating recurrent unit is developed, forming an initial wind power estimation curve through training. …”
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THE INFLUENCE OF PRACTICE REGIME ON TACTILE PERCEPTUAL DISCRIMINATIVE ABILITY IN VOLEYBALL, BASKETBALL, AND HANDBALL PLAYERS by Arián Ramón Aladro Gonzalvo, Gerardo Araya Vargas

“…</strong> The purpose of this study was to assess on real-world contexts the tactile perceptual discriminative capability in volleyball, basketball and handball players, as well as, explored whether some issue related with the athletic performance and practicing regimen, predict aforementioned capacity. …”
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Etude d’un phénomène de discrimination esthétique : la « naquez » au Mexique by Philippe Schaffhauser

“…The « naco » concept forms part of the relations of power and meaning that structure much of Mexican society today, and is something we might identify both as belonging phenomena of aesthetic discrimination, and also as an antechamber to an overt racism that is social as well as cultural. …”
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Identification and Discrimination of Brands of Fuels by Gas Chromatography and Neural Networks Algorithm in Forensic Research by L. Ugena, S. Moncayo, S. Manzoor, D. Rosales, J. O. Cáceres

“…In this work, a method based on gas chromatography (GC) and neural networks (NN) has been developed and applied to the identification and discrimination of brands of fuels such as gasoline and diesel without the necessity to determine the composition of the samples. …”
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Geographical Discrimination of Ground Amazon Cocoa by Near-Infrared Spectroscopy: Influence of Sample Preparation by Fabielle Negrão Ferreira, Gilson Celso Albuquerque Chagas-Junior, Mozaniel Santana de Oliveira, Jhonatas Rodrigues Barbosa, Marcos Enê Chaves Oliveira, Alessandra Santos Lopes

“…The presence of fat in the seeds was a determinant to obtain the best model of geographic discrimination.…”
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The mechanism of discriminative aminoacylation by isoleucyl-tRNA synthetase based on wobble nucleotide recognition by Bingyi Chen, Fang Yi, Zhiteng Luo, Feihu Lu, Hongwei Liu, Siting Luo, Qiong Gu, Huihao Zhou

“…Here, we report the structural and biochemical mechanism of N34 recognition-based tRNA discrimination by Saccharomyces cerevisiae IleRS (ScIleRS). …”
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Fisher Discriminant Analysis for Extracting Interpretable Phenological Information From Multivariate Time Series Data by Conor T. Doherty, Meagan S. Mauter

Subjects: “…Fisher discriminant analysis (FDA)…”
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Transformer Inrush Current and Internal Fault Discrimination Using Multitypes of Convolutional Neural Network Techniques by Abedalgany Abedallah Athamneh, Ali Mohammad Alqudah

“…This paper presents a new proposed method to discriminate the transformer’s internal fault from the inrush current; the discrimination process is based on a convolutional neural network (CNN) with a combination of the higher order spectral estimations that perform a deep learning classification with high accuracy. …”
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