Planning for Cultural Connectivity: Modeling and Strategic Use of Architectural Heritage Corridors in Heilongjiang Province, China by Lyuhang Feng, Jiawei Sun, Tongtong Zhai, Mingrui Miao, Guanchao Yu

“…The corridor network’s connectivity is evaluated using graph-theoretic indices (α, β, and γ), which indicate high levels of closure, structural complexity, and accessibility. …”
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Application of fractal analysis in interpreting 2D and 3D grayscale images: Methodologies and case studies by Ion Andronache

“…This study investigates the application and performance of several fractal analysis methods for interpreting complex spatial patterns in 2D and 3D grayscale images. Using synthetic datasets with known properties, we systematically evaluate the accuracy of multiple fractal metrics. …”
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Impact of Ex Vivo Bisphenol A Exposure on Gut Microbiota Dysbiosis and Its Association with Childhood Obesity by Gracia Luque, Pilar Ortiz, Alfonso Torres-Sánchez, Alicia Ruiz-Rodríguez, Ana López-Moreno, Margarita Aguilera

“…Some of the altered bacterial abundance patterns were common for both the BPA-exposed groups and the obese non-exposed group in our pilot study. …”
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Partly cloudy with a chance of mosquitoes: Developing a flexible approach to forecasting mosquito populations by Travis McDevitt‐Galles, Arthur T. Degaetano, Sarah C. Elmendorf, John R. Foster, Howard S. Ginsberg, Mevin B. Hooten, Shannon LaDeau, Katherine M. McClure, Sara Paull, Erin Posthumus, Ilia Rochlin, Daniel Grear

“…Abstract Climate‐induced shifts in mosquito phenology and population structure have important implications for the health of humans and wildlife. …”
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Event-Type Identification in Power Grids Using a Spectral Correlation Function-Aided Convolutional Neural Network by Ozgur Alaca, Ali Riza Ekti, Jhi-Young Joo, Nils Stenvig

“…The proposed method employs a six-stage cascaded structure consisting of: (1) data collection, (2) clipping, (3) augmentation, (4) feature extraction (FE), (5) training, and (6) testing. …”
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Characterization of bi-layers formed over maraging steel 300 during aging process with steam atmosphere by GIXRD and SEM by Vanessa Sanches Pereira da Silva, José Roberto Ferreira Neto, Silvia Lucas Ferreira da Silva, Diogo Costa de Oliveira, Fábio de Camargo

“…This work aims to use grazing incidence X-ray diffraction (GIXRD) to evaluate qualitatively the thickness of the layers formed during this process. …”
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A Comprehensive Review on the Application of 3D Convolutional Neural Networks in Medical Imaging by Satyam Tiwari, Goutam Jain, Dasharathraj K. Shetty, Manu Sudhi, Jayaraj Mymbilly Balakrishnan, Shreepathy Ranga Bhatta

“…CNNs are particularly adept in automatically identifying complex patterns and features in pictures like X-rays, CT scans, and MRIs. …”
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EEG-based schizophrenia diagnosis using deep learning with multi-scale and adaptive feature selection by Alanoud Al Mazroa, Majdy M. Eltahir, Shouki A. Ebad, Faiz Abdullah Alotaibi, Venkatachalam K, Jaehyuk Cho

“…This is because schizophrenia involves intricate and subtle brain wave patterns that make it difficult to detect the disorder from EEG signals. …”
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Precision Adverse Drug Reactions Prediction with Heterogeneous Graph Neural Network by Yang Gao, Xiang Zhang, Zhongquan Sun, Payal Chandak, Jiajun Bu, Haishuai Wang

“…To evaluate the performance of the approach, extensive experiments are conducted on a large‐scale real‐world healthcare dataset with adverse reports from the FDA Adverse Event Reporting System (FAERS). …”
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Toward AI-Augmented Formal Verification: A Preliminary Investigation of ENGRU and Its Challenges by Chanon Dechsupa, Teerapong Panboonyuen, Wiwat Vatanawood, Praisan Padungweang, Chakchai So-In

“…Both RNNs and state-space graphs help evaluate discrete-time systems within this formal framework. …”
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Feasiblity Study on the Longitudinal Section of the Fetal Esophagus by Prenatal Ultrasound between 21 and 23 Gestational Weeks by Xiulan Chen, Yongsheng Zhu, Ning Zhou, Li Ma, Mingfen Xu, Siyao Zhong

“…The visualization rates between fetuses in different positions were statistically significant (p < 0.05). Two tubular patterns of longitudinal fetal esophagus sections were observed when collapsed on ultrasound: a tubular structure composed of three hyperechoic layers (40.4%, 88/218); and a tube composed of multilayered hyperechoic structures (59.6%, 130/218). …”
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Gut bacterial and fungal communities of François’ langur (Trachypithecus francoisi) changed coordinate to different seasons by Jinyuan Liu, Qixian Zou, Diyan Li, Tao Wang, Jialiang Han

“…Seasonal factors strongly influenced microbial structure, with distinct community assemblages observed across all seasons.DiscussionThe inverse diversity patterns of bacterial and fungal communities suggest complementary roles in nutrient extraction under seasonal dietary constraints. …”
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Global, regional, and national burden of interstitial lung diseases and pulmonary sarcoidosis from 2000 to 2021: a systematic analysis of incidence, mortality, and disability-adjus... by Mi Zhou, Yazhe Zhou, Xin Yang, Kaizhuo Zhou, Xin Zhu

“…Understanding these epidemiological patterns is essential for developing effective prevention and management strategies.…”
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Statistical analysis of individual participant data meta-analyses: a comparison of methods and recommendations for practice. by Gavin B Stewart, Douglas G Altman, Lisa M Askie, Lelia Duley, Mark C Simmonds, Lesley A Stewart

“…Although one-stage models offer a flexible environment for exploring model structure and are useful where across study patterns relating to types of participant, intervention and outcome mask similar relationships within trials, the additional insights provided by their usage may not outweigh the costs of statistical support for routine application in syntheses of randomised controlled trials. …”
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Abuse of law as a form of opposition to the implementation of the law in the context of modern scientific discourse and law enforcement practice by N. I. Sukhova

“…This is partly due to the two main factors: (a) the uncertainty and evaluativeness of this phenomenon; (b) the desire to develop a unique interpretation of the right's abuse by an individual researcher.Thus, the unique and extraordinary options of understanding of abuse of law have been developed. …”
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Exploring the interplay between LDHA and ABCC1 in breast cancer using computational approach by Bader Alshehri

“…Improving treatment results requires an understanding of the expression patterns, genetic changes, and prognostic importance of ABCC1 and LDHA. …”
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Effects of Environmental Temperature Variation on the Spatio-Temporal Shoaling Behaviour of Adult Zebrafish (<i>Danio rerio</i>): A Two- and Three-Dimensional Analysis by Mattia Toni, Flavia Frabetti, Gabriella Tedeschi, Enrico Alleva

“…Understanding these responses is essential for evaluating the ecological and evolutionary consequences of climate change. …”
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Assessing particle application in multi-pass overlapping scenarios with variable rate centrifugal fertilizer spreaders for precision agriculture by Shi Yinyan, Zhu Yangxu, Wang Xiaochan, Zhang Xiaolei, Zheng Enlai, Zhang Yongnian

“…The coefficient of variation (CV) was calculated by weighing the fertilizer mass in standard pans, in order to evaluate the distribution uniformity of spreading patterns. …”
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Task-specific morphological and kinematic differences in Lipizzan horses by Manja Zupan Šemrov, Lucie Přibylová, Elena Gobbo

“…These findings underscore the need to consider both structure and task when evaluating locomotion. Integrating morphometric assessment into training and selection strategies may support performance, soundness, and welfare in healthy working horses.…”
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Psychometric properties of the Turkish version of the child food rejection scale by Zeynep Caferoglu Akin, Busra Aslan Gonul, Oznur Basdas

“…The scale reliability was also evaluated using test-retest reliability and several tests. …”
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