Breast cancer classification based on hybrid CNN with LSTM model by Mourad Kaddes, Yasser M. Ayid, Ahmed M. Elshewey, Yasser Fouad

“…Our method combines these structures to improve classification accuracy and resilience. …”
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Research on Spatial–Temporal Coupling and Driving Factors of Regional Economic Resilience and Port Logistics: Empirical Evidence from Southern Guangxi, China by Haoran Yin, Zhidong Zhu, Liurong Pan, Fangyang Zhu, Xuehua Wu

“…Based on a comprehensive evaluation index system for regional economic resilience and port logistics development, this study employs multiple methodologies including coupling coordination degree model, kernel density estimation, gravity center model, spatial autocorrelation model, and geographic detector model to explore the spatial–temporal evolution patterns and driving factors of coupling coordination between regional economic resilience and port logistics in the Guangxi Beibu Gulf Economic Zone from 2012 to 2022. …”
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Transformer-Based Models for Probabilistic Time Series Forecasting with Explanatory Variables by Ricardo Caetano, José Manuel Oliveira, Patrícia Ramos

“…However, forecasting retail time series presents significant challenges due to their irregular patterns, hierarchical structures, and strong dependence on external factors such as promotions, pricing strategies, and socio-economic conditions. …”
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Differential involvement of neurotransmitter pathways in AD, bvFTD and MCI: Whole-brain MRI analysis by Ricardo Félix Morais, José Maria Sousa, Cemal Koba, Leon Andres, Tiago Jesus, Inês Baldeiras, Tiago Gil Oliveira, Isabel Santana

“…Conclusions: We identified distinct atrophy patterns linked to specific neurotransmitter systems, each showing unique neurochemical profiles. …”
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Establishment of a patient-derived 3D in vitro meningioma model in xeno-free hydrogel for clinical applications by Mikkel Schou Andersen, Aaraby Yoheswaran Nielsen, Martin Wirenfeldt, Jeanette Krogh Petersen, Morten Winkler Møller, Christopher L. Powell, Anavaleria Castro, Grayson Herrgott, Tiit Mathiesen, Charlotte Aaberg Poulsen, Birgitte Brinkmann Olsen, Henning Bünsow Boldt, Christian Bonde Pedersen, Bo Halle, Frantz Rom Poulsen

“…After 3 months for the primary tumor and 13 days for the IOMM-Lee cell line, the 3D models were extracted and assessed using histology, immunohistochemistry, and epigenetic analyses (EPICv2 array) on five pairs to evaluate their structural fidelity, cellular composition, and epigenetic landscape compared to the original tumor. …”
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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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Development characteristics and intelligent identification method of natural fractures: A case study of the Upper Triassic Xujiahe Formation in the western Sichuan Depression, Sich... by LI Wei, WANG Min, XIAO Dianshi, JIN Hui, SHAO Haoming, CUI Junfeng, JIA Yidong, ZHANG Zeyuan, LI Ming

“…The research suggests that structural fractures, diagenetic fractures, and overpressure fractures all develop in the study area. …”
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Operational Modal Analysis and Safety Assessment of a Historical Masonry Bell Tower by Corrado Chisari, Mattia Zizi, Angelo Lavino, Salvatore Freda, Gianfranco De Matteis

“…According to technical codes and standard practice, the seismic evaluation of masonry bell towers can be conducted using a range of methodologies that vary in their level of detail. …”
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MilkOligoCorpus: A semantically annotated resource for knowledge extraction on mammalian milk oligosaccharides. by Mathilde Rumeau, Marine Courtin, Robert Bossy, Clara Sauvion, Valentin Loux, Mouhamadou Ba, Christelle Knudsen, Sylvie Combes, Claire Nédellec, Louise Deléger

“…MilkOligoCorpus' annotation scheme is a rich entity/relation model designed to describe the diversity pattern of milk oligosaccharides according to female factor variability and to help better understand the structure-related function of milk oligosaccharides. …”
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Layer-by-Layer Multifractal Scanning of Optically Anisotropic Architectonics of Blood Plasma Films: Fundamental and Applied Aspects by Alexander Ushenko, Natalia Pavlyukovich, Oksana Khukhlina, Olexander Pavlyukovich, Mykhaylo Gorsky, Iryna Soltys, Alexander Dubolazov, Yurii Ushenko, Olexander Salega, Ivan Mikirin, Jun Zheng, Zhebo Chen, Lin Bin

“…The research is based on the Jones-matrix analytical framework, which describes the formation of polarization-structural speckle fields in polycrystalline blood plasma facies. …”
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Case Report: Differentiating hepatic desmoplastic small round cell tumor from hydatidosis in a school-aged boy: the role of contrast-enhanced and interventional ultrasound by Zehui Gou, Hualin Yan, Boyang Yu, Xiaolong Xie, Bo Xiang, Juxian Liu, Yan Luo

“…Moreover, it facilitates the assessment of liver parenchyma involvement and portal vein structures. Color Doppler imaging provides valuable insights into the vascular characteristics of tumors, while contrast-enhanced ultrasound (CEUS) agents allow for real-time observation of dynamic tumor perfusion patterns, further refining differential diagnoses based on perfusion characteristics. …”
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Research Progress on Information Model of Urban Green Space by Wei ZHANG, Yahan YAN

“…In terms of assessment and analysis, given the increasingly complex development trends of urban fabric, traditional two-dimensional assessment methods cannot meet the needs of complex green space evaluation. By establishing evaluation methods, green space information models can be applied to different practical needs: Calculation of three-dimensional green volume indicators, analysis of three-dimensional landscape patterns, and evaluation of three-dimensional spatial ecosystem services.ConclusionBased on the requirements for green space information modeling, a corresponding construction framework can be established, including data acquisition, composition structure, detail level, spatial scale, sharing platform and analysis application of green space information models. …”
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Causal estimation of the relationship between reproductive performance and the fecal bacteriome in cattle by Yutaka Taguchi, Haruki Yamano, Yudai Inabu, Hirokuni Miyamoto, Koki Hayasaki, Noriyuki Maeda, Yoshiro Kanmera, Seiji Yamasaki, Noboru Ota, Kenji Mukawa, Atsushi Kurotani, Shigeharu Moriya, Teruno Nakaguma, Chitose Ishii, Makiko Matsuura, Tetsuji Etoh, Yuji Shiotsuka, Ryoichi Fujino, Motoaki Udagawa, Satoshi Wada, Jun Kikuchi, Hiroshi Ohno, Hideyuki Takahashi

“…Subsequently, correlation analysis evaluated the interrelationships between bacteriomes, which demonstrated that the patterns exhibited distinct characteristics. …”
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Integrating plot-based methods for monitoring biodiversity in island habitats under the scope of BIODIVERSA + project BioMonI: Tree monitoring in Terceira, Tenerife and Réunion Isl... by Paulo Borges, Leila Morgado, Rosalina Gabriel, Rui Elias, Mirana Gauche, Claudine Ah-Peng, Rüdiger Otto, Lea de Nascimento, Dominique Strasberg, Nathaly Guerrero-Ramírez, Holger Kreft, José María Fernández-Palacios

“…By focusing on tree species as primary ecological indicators, the dataset offers insights into essential structural and compositional attributes of these ecosystems, including species richness, relative abundance and patterns of dominance.The comprehensive species-level information contained in this dataset allows for comparisons of forest composition across islands and biogeographic regions, contributing to our understanding of insular forest dynamics, endemism patterns and conservation priorities in tropical and subtropical montane environments.…”
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Plantar Pressure Distribution in Charcot–Marie–Tooth Disease: A Systematic Review by Alberto Arceri, Antonio Mazzotti, Federico Sgubbi, Simone Ottavio Zielli, Laura Langone, GianMarco Di Paola, Lorenzo Brognara, Cesare Faldini

“…These alterations reflect both structural deformities and impaired neuromuscular control. …”
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Designing a Model of Maintenance and Sustainability of Expert Human Resources in the Government Organization Province with a Meta-combination Method by Majedreza Dahmardehkemmak, Vahid Pourshahabi, Amin Reza Kamalian, Habibollah Salarzehi

“…Shannon's entropy, 140 codes in 4 structural, behavioral, contextual and attitudinal/normative levels of statistics, in which the components of service compensation system, performance evaluation system, criticism and suggestion system, organizational culture, providing realistic information, learning and growth, leadership style And management, effective communication, security and security space, technical, communication and information infrastructures have been assigned the highest coefficient of importance. …”
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Psychometric properties of the Dating Violence Questionnaire for Victimization and Perpetration (DVQ-VP) in Ecuadorian population by Andrés Ramírez, Luis Burgos-Benavides, Javier Herrero Díez, Hugo Sinchi-Sinchi, Alhena L. Alfaro-Urquiola, Venus Medina-Maldonado, Francisco Javier Rodríguez-Díaz

“…Abstract Objective The aim of this study was to evaluate the psychometric properties of the Dating Violence Questionnaire for Victimization and Perpetration (DVQ-VP) in a sample of the Ecuadorian population. …”
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Does Democracy Still Fall? A Bibliometric Analysis Two Decade 2004-2024 by Henky Fernando, Yuniar Galuh Larasati, Julia Magdalena Wuysang, Putri Rahmah Nur Hakim, Novita Cahyani

“…In addition to using bibliometric analysis, this study also uses VOSviewer application-based software in exploring and evaluating entity patterns, themes, and developments of studies that focus on discussing democratic failure in the last two decades, 2004-2024. …”
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A Review of Multidisciplinary Evidence on the Role of Urban Green Space in Improving the Sleep Quality of the Elderly by Ning KANG, Han XIE, Tao JIANG

“…Genetically, polymorphisms in circadian rhythm genes influence sleep patterns of the elderly. Regarding the microbiome, the gut-brain axis plays a crucial role. …”
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Enhancing Magnetotelluric Data Quality Using Deep Learning-Based Denoising Models: A Study of CNN and LSTM by Widya Utama, Maman Hermana, Dwa D. Warnana, Wien Lestari, Muhammad N. A. Zakariah, Sherly A. Garini, Rista F. Indriani, Dhea P. Novian Putra, M Ulin Nuha Abduh, Alif N. F. Insani, Dandi Syahtia Pratama, Khairul Arifin Mohd Noh, Abdul Halim Abdul Latiff

“…The superior performance of CNN in mitigating noise in MT data is attributed to its architecture, which focuses on local patterns. This makes it particularly effective for handling localized and sporadic noise, as observed in the Hx and Hy channels with recurring amplitude patterns. …”
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