Morphometric analysis revealed two different Mediterranean horse mackerel (Trachurus mediterraneus) stocks in the Adriatic Sea by Claudio Vasapollo

“…Forty-six morphometric characters were measured for each individual and then compared using multivariate techniques (linear discriminant analysis). Based on the morphometric characteristics, at least two different Mediterranean horse mackerel were identified: one comprising the northern and central Adriatic, and the other formed by individuals from the southern Adriatic basin. …”
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The Influence of Female Teachers’ Reproductive Health Experiences on their Job Performance in Selected Secondary Schools in Kabale Municipality by Hellen, Tuhiriirwe

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Usefulness of Whole-Body Fluorine-18-Fluorodeoxyglucose Positron Emission Tomography in Patients with Neurofibromatosis Type 1: A Systematic Review by Giorgio Treglia, Silvia Taralli, Francesco Bertagna, Marco Salsano, Barbara Muoio, Pierluigi Novellis, Maria Letizia Vita, Fabio Maggi, Alessandro Giordano

“…FDG-PET and PET/CT are useful methods to identify malignant change in neurogenic tumors in NF1 and to discriminate malignant from benign neurogenic lesions.…”
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Effectiveness of an E-Nose Based on Metal Oxide Semiconductor Sensors for Coffee Quality Assessment by Yhan S. Mutz, Samara Mafra Maroum, Leticia L. G. Tessaro, Natália de Oliveira Souza, Mikaela Martins de Bem, Loyane Silvestre Alves, Luisa Pereira Figueiredo, Denes K. A. do Rosario, Patricia C. Bernardes, Cleiton Antônio Nunes

“…Moreover, a supervised classification employing soft independent modeling of class analogies (SIMCA), partial least squares discriminant analysis (PLS-DA), and least squares support vector machine (LS-SVM) led to great results with accuracy above 90% for every task. …”
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Evaluating the role of customization and information enrichment strategies on trust and purchase: The moderating role of intelligence in enhancing consumer experience (case study:... by Hossein Balouchi, Eesa Niazi, Mohammad Ali Siah Sarani Kojouri

“…The reliability of the questionnaire was confirmed using Cronbach's alpha, composite reliability, and convergent validity (extracted variance), and discriminant validity (Fornell-Larcker criterion and HTMT ratio). …”
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A Multiplex High-Resolution Melting (HRM) assay to differentiate Fusarium graminearum chemotypes by Lovepreet Singh, Milton T. Drott, Hye-Seon Kim, Robert H. Proctor, Susan P. McCormick, J. Mitch Elmore

“…We applied machine learning-based linear discriminant analysis (LDA) to automate the classification of chemotypes from the HRM data, achieving a prediction accuracy of over 99%. …”
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Deficits in reaching movements under visual interference as a novel diagnostic marker for mild cognitive impairment by Ciro Rosario Ilardi, Giovanni Federico, Marco La Marra, Raffaella Amato, Alessandro Iavarone, Andrea Soricelli, Gabriella Santangelo, Sergio Chieffi

“…Also, our results suggest that trajectory curvature may discriminate between patients with MCI and healthy older adults. …”
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The Composition of Gut Microbiota in Patients Bearing Hashimoto’s Thyroiditis with Euthyroidism and Hypothyroidism by Simo Liu, Yaxin An, Bin Cao, Rongxin Sun, Jing Ke, Dong Zhao

“…Then, we analyzed the possible pathways in relation to the enriched bacteria by linear discriminant analysis (LDA) effect size (LEfSe). Results. …”
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Effects of filleting methods on composition, gelling properties and aroma profile of grass carp surimi by Liu Shi, Tao Yin, Qilin Huang, Juan You, Yang Hu, Dan Jia, Shanbai Xiong

“…Aroma profiles of the surimi prepared under different filleting methods could be clearly distinguished by linear discriminant analysis (LDA). Our results indicate that cutting tail off contribute positively to surimi production.…”
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Evaluation of the EndoPAT as a Tool to Assess Endothelial Function by M. Moerland, A. J. Kales, L. Schrier, M. G. J. van Dongen, D. Bradnock, J. Burggraaf

“…We investigated the feasibility of the EndoPAT to evaluate acute changes in endothelial function with repeated noninvasive measurements and assessed its discriminating power in different populations. Endothelial function was stable over a longer period of time in renally impaired patients (coefficient of variation 13%). …”
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Auditory decision-making deficits after permanent noise-induced hearing loss by Madeline P. Berns, Genesis M. Nunez, Xingeng Zhang, Anindita Chavan, Klavdia Zemlianova, Todd M. Mowery, Justin D. Yao

“…Gerbils were trained to perform an auditory decision-making task that involves discriminating between slow and fast presentation rates of amplitude-modulated (AM) noise. …”
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Rapid Assessment of Exercise State through Athlete’s Urine Using Temperature-Dependent NIRS Technology by Lihe Ding, Lei-ming Yuan, Yiye Sun, Xia Zhang, Jianpeng Li, Zou Yan

“…To obtain the detection results accurately, several chemometrics methods including principal component analysis (PCA), variables selection method of variable importance in projection (VIP), continuous 1D wavelet transform (CWT), and partial least square-discriminant analysis (PLS-DA) were employed to develop a classifier to distinguish the physical status of athletes. …”
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The assessment of white blood corpuscles by geometric-morphometric analysis after the application of calcium aluminate and calcium silicate dental cements in wistar rats by Muhamed KATICA, Zurifa AJANOVIĆ, Aida BEŠIĆ, Ognjenka JANKOVIĆ, Emina DERVIŠEVIĆ, Nedžad HADŽIOMEROVIĆ, Faruk TANDIR 5 Smiljana PARAŠ, Amina LUČKIN, Vukoman JOKANOVIĆ

“…We analyzed their shape in the MorphoJ program. The results of discriminant functional analysis determined that there was a statistically significant difference in the shape of the lymphocytes between the experimental animals, to which dental cements were applied, compared to the lymphocytes from the control group. …”
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A Novel Remote Sensing Recognition Using Modified GMM Segmentation and DenseNet by Muhammad Waqas Ahmed, Moneerah Alotaibi, Sultan Refa Alotaibi, Dina Abdulaziz Alhammadi, Asaad Algarni, Ahmad Jalal, Jeongho Cho

“…The use of optimization algorithms further enhances the discriminative power of the features, leading to improved classification accuracy.…”
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Prediction of Lycii Cortex Quality Marker Based on Network Pharmacology and Chemometrics Methods by Xinrui Wang, Guotong Li, Haoqiang Ding, Xiqin Du, Lanying Zhang, Jingze Zhang, Dailin Liu

“…Principal component analysis, orthogonal partial least squares discriminant analysis, and other mathematical analysis methods were used to screen the differential components. …”
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Computer Vision-Based Fire–Ice Ion Algorithm for Rapid and Nondestructive Authentication of Ziziphi Spinosae Semen and Its Counterfeits by Peng Chen, Xutong Shao, Guangyu Wen, Yaowu Song, Rao Fu, Xiaoyan Xiao, Tulin Lu, Peina Zhou, Qiaosheng Guo, Hongzhuan Shi, Chenghao Fei

“…Principal component analysis (PCA) and partial least squares discriminant analysis (PLS-DA) confirmed the algorithm’s effectiveness, with variable importance in projection analysis (VIP analysis) (VIP > 1, <i>p</i> < 0.05) highlighting significant differences, particularly for the fire value, which is a key factor. …”
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Identification of Malignancy-Associated Changes in Histologically Normal Tumor-Adjacent Epithelium of Patients with HPV-Positive Oropharyngeal Cancer by James Jabalee, Anita Carraro, Tony Ng, Eitan Prisman, Cathie Garnis, Martial Guillaud

“…Measurements of 89 nuclear features were used to train a random forest-based classifier to discriminate between normal and tumor nuclei. We then extracted voting scores from the trained classifier, which classify nuclei on a continuous scale from zero (“normal-like”) to one (“tumor-like”). …”
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DiffRSS: A Diffusion-Guided Multi-Scale Features Remote Sensing Image Segmentation Method by Honghao Liu, Ruixia Yang, Yue Xu, Zhengchao Chen, Yuyang Zheng

“…Traditional approaches primarily utilize bottom-up discriminative methods, where network architectures learn image features to generate segmentation masks. …”
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A Joint Network of 3D-2D CNN Feature Hierarchy and Pyramidal Residual Model for Hyperspectral Image Classification by Hongwei Wei, Yufan Wang, Yu Sun, Jianfeng Zheng, Xiaodong Yu

“…The typical 2D-CNN method is unable to capture the discriminant spectral-spatial features due to the massive dimensionality of HSI data as well as potential noise and redundancy, while the 3D-CNN method significantly increases the computational burden of the model. …”
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Development of a Machine‐Learning Model for Diagnosis of Pancreatic Cancer from Serum Samples Analyzed by Thermal Liquid Biopsy by Sonia Hermoso‐Durán, Nicolas Fraunhoffer, Judith Millastre‐Bocos, Oscar Sanchez‐Gracia, Pablo F. Garrido, Sonia Vega, Ángel Lanas, Juan Iovanna, Adrián Velázquez‐Campoy, Olga Abian

“…The ML‐based model demonstrates outstanding ability to discriminate between PDAC patients and control subjects, with a sensitivity of 90% and an area under the ROC receiver operating characteristic curve of 0.83 in the training and test groups. …”
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