Hybrid machine learning and regression framework for automated phase classification and quantification in SEM images of commercial steels by Pavan Hiremath, Krishnamurthy D. Ambiger, Shilpa Suresh, Ranjan Kumar Ghadai, Ramakrishna Vikas Sadanand, G. Divya Deepak

“…Images were segmented using the SLIC algorithm into 64 × 64 patches, from which six Gray Level Co-occurrence Matrix (GLCM) features were extracted: contrast, correlation, energy, homogeneity, dissimilarity, and angular second moment (ASM). …”
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Microplastic in the gastrointestinal tract of Bombay duck (Harpadon nehereus) in the Patenga Beach of the Bay of Bengal, Bangladesh: occurrence, abundance, and physicochemical feat... by Sabah tuz Zohora, Shahida Arfine Shimul, Saifuddin Rana, Antar Sarkar, Sui Naing Aye Marma Milky, Khing Khing U Marma, Kaji Mohammad Sirajum Monir, Farhan Azim, Tapos Kumar Chakraborty, Sk. Ahmad Al Nahid

“…The samples underwent digestion, density separation, measurement, microscopic observation, and quantification. …”
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Structural quantification of multi-thick hard roof and strong ground pressure control in large mining height stope: a case study by Yangbo Lu, Shaohong Yan, Kunyou Zhou, Chenxi Zhang, Yi Zhou

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Sweet pepper foliar diseases quantification and identification using an image analysis tool by Vijayanandh Rajamanickam, Adesh Ramsubhag, Jayaraj Jayaraman

“…Gray-Level Co-occurrence Matrix (GLCM) extracted the texture features from the diseased area of leaves. …”
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Occurrence of emerging and persistent organic pollutants in dumpsite environments: A review by Florence Barbara Awino, Gina Garland

“…Such information is crucial in informing regulatory bodies and policymakers of the pollutant occurrence, guiding future research, and formulating effective regulations and remediation strategies.…”
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Quantification of safe operation conditions for large-area platinum-iridium electrodes in neurostimulation application. by Elisa Leusmann, Ciamak Abkai, Michael Tittelbach, Wigand Poppendieck

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A Differential Biomarker Based on Recurrence Quantification Analysis of EEG Signal and Genetic Algorithm for Epilepsy Diagnosis by Vanithamani Palanisamy, A Ranichitra, Radhamani Ellapparaj

“…On the other hand, the features of divergence, trapping time and longest vertical line without occurrence of 100% accuracy yielded the poorest results. …”
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A low-cost flow cytometric assay for the detection and quantification of apoptosis using an anionic halogenated fluorescein dye by Mervin Meyer, Magbubah Essack, Stonard Kanyanda, Jasper G. Rees

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Occurrence and exposure to polycyclic aromatic hydrocarbons (PAHs) in traditional dry-cured or smoked meat products from Brazil by Simone Alves da Silva, Gustavo Zanetti de Rossi, Adriana Palma de Almeida, Glória Maria Guizellini, Elizabeth Aparecida Ferraz da Silva Torres, Marcelo Macedo Rogero, Geni Rodrigues Sampaio

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Quantifying Microplastic Leaching from Paper Cups: A Specklegram Image Analytical Approach by Mankuzhy Anilkumar Rithwiq, Puthuparambil Anju Abraham, Mohanachandran Nair Sindhu Swapna, Sankaranarayana Iyer Sankararaman

“…The study indicates contrast as the potential sensitive specklegram feature for microplastics detection and quantification.…”
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Hippocampal vascularization pattern and cerebral blood flow cooperatively modulate hippocampal tolerable amount of Aβ deposition in the occurrence of MCI by Yuhao Xu, Hong Wei, Rui Du, Ranchao Wang, Yan Zhu, Tian Zhao, Xiaolan Zhu, Yuefeng Li

“…Results We demonstrated the synergistic effect of hippocampal VP and CBF on predicting the occurrence of MCI. We conducted confirmation and quantification of the relationship between hippocampal blood supply and hippocampal PiB uptake. …”
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University genres and multisemiotic features: accessing specialized knowledge through disciplinarity by Giovanni Parodi

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Bag of Feature-Based Ensemble Subspace KNN Classifier in Muscle Ultrasound Diagnosis of Diabetic Peripheral Neuropathy by Kadhim K. Al-Barazanchi, Ali H. Al-Timemy, Zahid M. Kadhim

“…Muscle ultrasound quantification is a valuable complementary diagnostic tool for diabetic peripheral neuropathy (DPN), enhancing physicians’ diagnostic capabilities. …”
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Transforming aged care in China: insights from a TF-IDF-based data mining analysis of national policies (2018–2022) by Zhihan Liu, Hebin Li, Ziyan Zhang, Lu Ping, Wenxin Gu, Yuan Yao

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Feature Clustering Analysis Using Reference Model towards Rolling Bearing Performance Degradation Assessment by Xiaoxi Ding, Liming Wang, Wenbin Huang, Qingbo He, Yimin Shao

“…Manifold learning is later implemented to mine the discriminated features for good class-separable clustering measure. …”
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Decoding Pain Dynamics: EEG Insights into Neural Responses and Classification via RQA Analysis by Mahsa Tavasoli, Zahra Einalou, Reza Akhondzadeh

“…For this purpose, at the first step phasic pain is produced using coldness, then dynamical features via EEG are analyzed via Recurrence Quantification Analysis (RQA) method and finally Rough neural network classifier has been used for achieving accuracy to detect and categorize pain and non-pain states. …”
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Uncertainty-Based Fusion Method for Structural Modal Parameter Identification by Xiaoteng Liu, Zirui Dong, Hongxia Ji, Zhenjiang Yue, Jie Kang

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Enhanced safety assessment on tunnel excavation via refined rock mass parameter identification by Hongwei Huang, Tongjun Yang, Jiayao Chen, Zhongkai Huang, Chen Wu, Jianhong Man

“…This study employs computer vision and deep learning techniques to execute the refined extraction and quantification of rock mass information in tunnel faces. …”
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A Hybrid Machine Learning Approach for Detecting and Assessing <i>Zyginidia pullula</i> Damage in Maize Leaves by Havva Esra Bakbak, Caner Balım, Aydogan Savran

“…Specifically, hand-crafted feature extraction methods, including Gabor filters, Gray Level Co-occurrence Matrix, and Hue-Saturation-Value color space, are combined with CNN-based models such as ResNet-50, DenseNet-201, and EfficientNet-B2. …”
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Expressiveness and frequency differences of hip joint tissues pathomorphological changes in diseases complicated by femoroacetabular impingement syndrome by V. V. Grigorovsky, V. V. Filipchuk, M. S. Kabatsiy

“…To establish hip joint tissues pathomorphological changes, to which FAI syndrome leads, and on the basis of graded expressiveness quantification of pathological changes to define differences of their occurrence frequency in groups of patients in some diseases with affected hip joint. …”
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