Looking outside the box with a pathology aware AI approach for analyzing OCT retinal images in Stargardt disease by Parisa Khateri, Tiana Koottungal, Damon Wong, Rupert W. Strauss, Lucas Janeschitz-Kriegl, Maximilian Pfau, Leopold Schmetterer, Hendrik P. N. Scholl

“…Optical Coherence Tomography (OCT) provides high-resolution retinal images, serving as a valuable tool for deriving potential outcome measures, such as retinal thickness. …”
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Improving Monitoring of Indoor RF-EMF Exposure Using IoT-Embedded Sensors and Kriging Techniques by Randa Jabeur, Alaa Alaerjan

“…Using the spherical model, we constructed a high-resolution coverage map for the entire corridor, showcasing the effectiveness of our approach.…”
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Technetium-99m methylene diphosphonate single-photon emission computed tomography/computed tomography of the foot and ankle by Bhavin Upadhyay, Jonathan Mo, Clare Beadsmoore, Tom Marshall, Andoni Toms, John Buscombe

“…The complex anatomy and function of the foot and ankle can make it difficult to determine the cause of symptoms in patients with foot and ankle pathology. …”
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Enhancing agricultural research with an Attention-Based Hybrid Model for precise classification of rice varieties by Nuzhat Noor Islam Prova

“…This research covers complex variations of feature space in shape, texture, and color based on 20 different rice varieties by using a comprehensive dataset of 27,000 high-resolution images that include real-world agricultural issues. …”
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The Decisive Influence of the Improved Remote Sensing Ecological Index on the Terrestrial Ecosystem in Typical Arid Areas of China by Long Guo, Chao Xu, Hongqi Wu, Mingjie Shi, Yanmin Fan

“…This study aims to assess the spatiotemporal changes in ecological environment quality (EEQ) in arid regions, using Xinjiang as a case study, from 2000 to 2023, with an improved remote sensing ecological index (<i>IRSEI</i>). Due to the complex ecology of arid regions, the traditional remote sensing ecological index (RSEI) has limitations in capturing ecological dynamics. …”
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A Comparison of Segmentation Methods for Semantic OctoMap Generation by Marcin Czajka, Maciej Krupka, Daria Kubacka, Michał Remigiusz Janiszewski, Dominik Belter

“…Semantic mapping plays a critical role in enabling autonomous vehicles to understand and navigate complex environments. Instead of computationally demanding 3D segmentation of point clouds, we propose efficient segmentation on RGB images and projection of the corresponding LIDAR measurements on the semantic OctoMap. …”
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A Signal-Based Data Fusion Approach in Non-DestructiveTesting of Composite Materials in the Aerospace Industry by Tom Avikasis Cohen, Anna Brook

“…Radiography offers high-resolution imaging yet involves ionizing radiation and is constrained by material thickness. …”
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Seliverstova Yu.A. Administration process and administrative proceedings: problems and future by V. V. Golovko, Yu. A. Seliverstova

“…The subject is administrative proceedings in the system of judicial proceedings used in Russia.The purpose of the article is definition of the essence of both legal proceedings in general and administrative proceedings in particular, as well as its varieties.Methodology includes methods of complex analysis and synthesis of the Russian legislation and scientific sources, as well as formal-logical logical interpretation of legal rules and scientific papers.Main results. …”
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Boosting Urban Openspace Mapping with the Enhancement Feature Fusion of Object Geometry Prior Information from Vision Foundation Model by Zijian Xu, Jiajun Chen, Hongyang Niu, Runyu Fan, Dingkun Lu, Ruyi Feng

“…However, the challenges of high inter-class similarity, complex environmental surroundings, and scale variations often result in suboptimal performance in UO mapping. …”
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Research Progress on Micro/Nanopore Flow Behavior by Jinbo Yu, Meng Du, Yapu Zhang, Xinliang Chen, Zhengming Yang

“…Likewise, advanced numerical simulations—including molecular dynamics (MD), lattice Boltzmann methods (LBM), and hybrid multiscale frameworks—capture complex fluid–solid interactions and multiphase dynamics under realistic pressure and wettability conditions. …”
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Exploring the Effectiveness of Diversion Programs for Women Involved in Commercial Sex: A Comparison of Sex-Trafficked and Non-Trafficked Individuals by Noam Haviv, Dominique Roe-Sepowitz

“…These findings underscore the importance of tailoring diversion programs to address the complex needs of sex-trafficked individuals and support the development of differentiated trauma-responsive strategies within diversion frameworks.…”
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Perspectives on the Presence of Environmentally Persistent Free Radicals (EPFRs) in Ambient Particulate Matters and Their Potential Implications for Health Risk by Senlin Lu, Jiakuan Lu, Xudong Wang, Kai Xiao, Jingying Niuhe, Xinchun Liu, Shinichi Yonemochi

“…While progress has been made in characterization techniques, challenges persist—particularly in overcoming limitations of electron paramagnetic resonance (EPR) spectroscopy and spin-trapping methods in complex environmental matrices. Key knowledge gaps remain, including molecular-level dynamics of EPFR formation, long-term environmental fate under varying geochemical conditions, and quantitative relationships between chronic EPFR exposure and health outcomes. …”
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Role of Lipiodol® lymphangiography in the diagnosis and management of post-operative chylous ascites by Alexis Litchinko, Alexis Litchinko, E. Monnard, C. Tappero, B. Egger

“…By elucidating the pathway for both diagnosis and treatment, this study highlights its potential role in establishing standardized protocols for managing this complex condition.…”
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Development and Assessment of Highly Sensitive, Economically Viable, and Environmentally Sustainable Fabric-Based Flexible Capacitive Pressure Sensors by Subrata Pandey, Soumitra Kumar Mandal

“…Yet, their expensive materials, complex, and environmentally detrimental manufacturing processes impede their widespread adoption. …”
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Atrial Heterogeneity Generates Re-entrant Substrate during Atrial Fibrillation and Anti-arrhythmic Drug Action: Mechanistic Insights from Canine Atrial Models. by Marta Varela, Michael A Colman, Jules C Hancox, Oleg V Aslanidi

“…The model incorporated atrial geometry and fibre orientation from high-resolution micro-computed tomography, region-specific atrial cell electrophysiology and the effects of progressive AF-induced remodelling. …”
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Investigate on the Fluid Dynamics and Heat Transfer Behavior in an Automobile Gearbox Based on the LBM-LES Model by Gaoan Zheng, Pu Xu, Lin Li

“…In gear systems, the interaction between fluids and solids leads to complex nonlinear heat transfer characteristics between gears and lubricants, making the development and resolution of gearbox thermodynamic models highly challenging. …”
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An Assessment of University Campus Morphological Resilience Under Typical Disaster Scenarios: A Case Study of the Two Campuses of Tianjin University by Yuqi Han, Hao Gao

“…Fourth, UCMR in BYY Campus displayed consistent spatial patterns characterized by high-resilience clusters, while UCMR in WJL Campus presented greater variability across the three disaster scenarios, showcasing complex multi-scenario cluster types and spatial fragmentation. …”
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RADIATION DIAGNOSIS OF RARE FORMS OF RESPIRATORY ORGAN SARCOIDOSIS by A. A. Speranskaya, O. P. Baranova, M. A. Vasilyeva, I. V. Amosov

“…All the patients underwent traditional X-ray studies (radiography in two projections), high-resolution computed tomography (CT), complex external respiratory function examination, and echocardiography.Results. …”
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Investigating the vertical and lateral heterogeneity in an Iranian carbonate reservoir using advanced petrophysical logs, petrographic data and image processing techniques by Saeed Yarmohammadi, Abdolrahim Javaherian, Mohammad Sharifi, Mohammad Reza Saberi, Hadi Mahdavi Basir

“…Abstract Carbonate formations, known for their complex characteristics, require detailed internal heterogeneity knowledge for effective exploration and production. …”
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Operando X‐Ray Tomoscopy of Laser Beam Welding by Paul Hans Kamm, Stephan Börner, Tillmann Robert Neu, Christian Matthias Schlepütz, Dirk Dittrich, John Banhart, Francisco García‐Moreno

“…The number of pores, their size, shape and distribution are quantified with 10 ms time resolution and reflect a complex dynamic pattern. Apart from conventional welding, a variant involving a dynamic beam modulation superimposed onto the linear motion is studied. …”
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