Structural analysis of ferrocement composite panels with expanded perlite based mortar by Zhengyu Wu, Amirhossein Madadi, Tzuyang Yu

“…Twelve lightweight FCPs (60 × 60 × 4 cm) were fabricated with one, two, or three layers of expanded rib lath and tested under three-point flexural loading. Structural response was assessed using digital image correlation (DIC) and theoretical analysis based on the thin plate theory. …”
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EnsembleEdgeFusion: advancing semantic segmentation in microvascular decompression imaging with innovative ensemble techniques by B. Dhiyanesh, M. Vijayalakshmi, P. Saranya, D. Viji

“…In response to this challenge, this study presents a meticulously curated dataset comprising 2003 RGB microvascular decompression images, each intricately paired with annotated masks. …”
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Early detection of Zymoseptoria tritici infection on wheat leaves using hyperspectral imaging dataData INRAE by Lorraine Latchoumane, Martin Ecarnot, Ryad Bendoula, Jean-Michel Roger, Silvia Mas-Garcia, Heloïse Villesseche, Flora Tavernier, Maxime Ryckewaert, Nathalie Gorretta, Pierre Roumet, Elsa Ballini

“…This article presents a hyperspectral imaging (HSI) database of healthy leaves and leaves infected with Zymoseptoria tritici fungal pathogen responsible for leaf blotch (Lb) disease. …”
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A Length-of-Season Analysis for Maize Cultivation from the Land- Surface Phenology Metrics Using the Sentinel-2 Images by Irena Rapčan, Dorijan Radočaj, Mladen Jurišić

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Analysis for Shear Behavior of SRC Deep Beams Based on Tests, Digital Image Correlation Technique, and Finite Elemental Simulation by Buqing Chen, Jun Wu, Changjun Liu, Yanhua Liu, Wenmei Zhou, Yunfeng Xiao

“…The corresponding numerical analyses based on experiments were carried out and demonstrated to be a reliable method to simulate the shear response. Furthermore, the most significant parameters and their interactions were identified by finite element models parameter analysis. …”
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From Meta SAM to ArcGIS: A Comparative Analysis of Image Segmentation Methods for Monitoring Refugee Camp Transitions by Noor Marji, Michal Kohout

“…The study establishes specific parameter optimization guidelines for humanitarian contexts, with spectral detail values of 3.0–7.0 and spatial detail values of 14.0–18.0, yielding optimal results for refugee settlement analysis. These findings provide crucial methodological guidance for monitoring refugee settlement evolution and transition, contributing to more effective humanitarian response planning and settlement management through integrating remote sensing and machine learning technologies.…”
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The Involvement of Glycerophospholipids in Susceptibility of Maize to Gibberella Root Rot Revealed by Comparative Metabolomics and Mass Spectrometry Imaging Joint Analysis by Qing Wang, Zi’an Zhao, Xin Li, Xiquan Gao

“…However, the mechanism underlying maize’s response to GRR is not fully understood. Multi-omics study incorporating metabolomics reveals insights into maize–pathogen interactions. …”
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Determination of optimal imaging parameters of hyperspectral images using the identification module by Chilikin Andrey, Pupin Daniil

“…This study reports on a triplicate experiment to determine the optimum parameters at which a hyperspectral image suitable for further detection and analysis of apples is obtained without the detection process slowing down the conveyor belt. …”
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The neuroanatomy of active hand movement in patients with severe traumatic brain injury: Analysis of functional magnetic resonance imaging data by T. S. Mukhina, E. V. Sharova, G. N. Boldyreva, L. A. Zhavoronkova, A. S. Smirnov, M. A. Kulikov, E. V. Aleksandrova, M. V. Chelyapina, E. L. Masherov, I. N. Pronin

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Classification of collagen remodeling in asthma using second-harmonic generation imaging, supervised machine learning and texture-based analysis by Natasha N. Kunchur, Joshua J. A. Poole, Jesse Levine, Tillie-Louise Hackett, Rebecca Thornhill, Rebecca Thornhill, Leila B. Mostaço-Guidolin

“…Combined with detailed texture analysis and supervised ML, we demonstrate that morphological variation amongst remodeled SHG-imaged collagen in lung tissue can be successfully characterized.…”
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Corpus-based critical discourse analysis of China's image in news discourse on carbon peak and carbon neutrality in China Daily by Zhuoran Li, Ronghui Zhao

“…Based on the corpus of news reports on carbon peak and carbon neutrality in China Daily, this study examines the national image constructed in news reports of the mainstream newspaper on China's “dual carbon” goals by investigating the use of the high-frequency lexical words, the co-occurrence network of words and collocation features from the perspectives of critical discourse analysis. …”
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Artificial Intelligence-Driven Facial Image Analysis for the Early Detection of Rare Diseases: Legal, Ethical, Forensic, and Cybersecurity Considerations by Peter Kováč, Peter Jackuliak, Alexandra Bražinová, Ivan Varga, Michal Aláč, Martin Smatana, Dušan Lovich, Andrej Thurzo

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The impact of spatial placement on valence judgments of images: a comparative analysis between right-handed and left-handed individuals by Maisto Marta, Actis-Grosso Rossana

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Imaging performance of portable and conventional ultrasound imaging technologies for ophthalmic applications. by Jack O Thomas, Josiah K To, Anderson N Vu, David Horton, Ermin Dzihic, Andrew W Browne

“…Kruskal-Wallis analysis was performed for survey responses.<h4>Results</h4>Butterfly iQ and COU had comparable capabilities for imaging small axial and lateral phantom features (down to 0.1 mm) of high and low acoustic reflectivity. …”
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The construction of anti-pandemic image: a semiotic study of the role metaphors play in pandemic discourse in China by Li Ke, Wang Yanyu, Li Shukang

“…Based on critical metaphor analysis, this study examines the metaphors in pandemic reports published in China Daily, the largest government-owned English-language newspaper in China and explores the metaphorical construction of China’s anti-pandemic image. …”
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Application of machine learning based on habitat imaging and vision transformer to predict treatment response of locally advanced esophageal squamous cell carcinoma following neoad... by Shu-Han Xie, Shu-Han Xie, Hui Xu, Hui Xu, Hai Zhang, Jin-Xin Xu, Shi-Jie Huang, Wen-Yi Liu, Zi-Lu Tang, Zi-Lu Tang, Rong-Yu Xu, Rong-Yu Xu, Sun-Kui Ke, Jin-Biao Xie, Qing-Yi Feng, Ming-Qiang Kang, Ming-Qiang Kang, Ming-Qiang Kang, Ming-Qiang Kang, Ming-Qiang Kang

“…For habitat imaging analysis, intratumoral subregions were clustered using the K-means clustering method. …”
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Predictors of metabolic response in propensity-matched lymphoma patients on interim 18F-fluorodeoxyglucose positron-emission tomography/computed tomography using standardized imagi... by Nosheen Fatima, Maseeh Uz Zaman, Areeba Zaman, Unaiza Zaman, Rabia Tahseen, Sidra Zaman

“…The purpose of this prospective study was to determine metabolic response predictor(s) in propensity-matched patients having lymphomas who had baseline and interim 18fluorodeoxyglucose (FDG) positron-emission tomography/computed tomography (PET/CT) using strict standardized imaging and reporting protocols. …”
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Prediction of methylphenidate treatment response for ADHD using conventional and radiomics T1 and DTI features: Secondary analysis of a randomized clinical trial by Mingshi Chen, Zarah van der Pal, Maarten G. Poirot, Anouk Schrantee, Marco Bottelier, Sandra J.J. Kooij, Henk A. Marquering, Liesbeth Reneman, Matthan W.A. Caan

“…Radiomics of T1-weighted images and Diffusion Tensor Imaging (DTI) combined with machine learning approaches could offer a novel method for assessing MPH treatment response. …”
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Dynamic changes in the hippocampal neuronal circuits activity following acute stress revealed by miniature fluorescence microscopy imaging by Evgenii Gerasimov, Ekaterina Pchitskaya, Olga Vlasova, Ilya Bezprozvanny

“…In the current study, we utilized miniscope imaging to investigate the hippocampal neuronal circuits properties in a mouse as function of time and immediately in response to an acute stress, induced by passive restraint, 3 h and 10 days after. …”
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Thalamocortical white matter connectivity and the entorhinal cortex as neural correlates of electroconvulsive therapy response in patients with schizophrenia spectrum disorder by Minah Kim, Eugenie Choe, Hyungyou Park, Silvia Kyungjin Lho, Sun-Young Moon, Sanghoon Oh, Jun Soo Kwon

“…Associations between changes in thalamocortical WM connectivity and symptom improvement were analyzed. Mediation analysis using graph theoretical analysis of structural connectomes was performed to identify modulating regions associated with WM connectivity changes. …”
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