Machine Learning Classification of 3D Intracellular Trafficking Using Custom and Imaris-Derived Motion Features by Oleg Kovtun

“…The incorporation of the Imaris track features streamlined diffusion classification and enhanced adaptability across diverse volumetric imaging modalities. <b>Conclusions:</b> This work advances our ability to classify intracellular diffusion dynamics in three dimensions and provides a method that is well-suited for high-resolution analysis of intracellular receptor trafficking, intracellular transport of pathogenic agents, and drug delivery mechanisms.…”
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Plasticity in the macromolecular-scale causal networks of cell migration. by John G Lock, Mehrdad Jafari Mamaghani, Hamdah Shafqat-Abbasi, Xiaowei Gong, Joanna Tyrcha, Staffan Strömblad

“…It is also unclear whether such a wiring pattern may be stable and generalizable to different conditions, or plastic and context dependent. Here, synchronous imaging-based quantification of migration system organization, represented by 87 morphological and dynamic macromolecular module features, and migration system behaviour, i.e., migration speed, facilitated Granger causality analysis. …”
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Foreign Direct Investment in Romania: Impact on the Agro-Food Sector by Silvius Stanciu

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3D printed miniature attenuated total internal reflection assisted fluorescence microscopy by Dong Hee Park, Bin Chan Joo, Kyu Ri Choi, Yong Ha Seo, Jae Hwan Yoo, Yeon Ui Lee

“…Abstract Imaging and sensing technologies are crucial in various fields, encompassing applications in cell and tissue analysis, DNA and RNA characterization, food and drug composition analysis, and forensic science. …”
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morphoHeart: A quantitative tool for integrated 3D morphometric analyses of heart and ECM during embryonic development. by Juliana Sánchez-Posada, Christopher J Derrick, Emily S Noël

“…Finally, morphoHeart's GUI expands its use beyond that of cardiac tissue, allowing its segmentation and morphometric analysis tools to be applied to z-stack images of any fluorescently labelled tissue.…”
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FAMHE-Net: Multi-Scale Feature Augmentation and Mixture of Heterogeneous Experts for Oriented Object Detection by Yixin Chen, Weilai Jiang, Yaonan Wang

“…Object detection in remote sensing images is essential for applications like unmanned aerial vehicle (UAV)-assisted agricultural surveys and aerial traffic analysis, facing unique challenges such as low resolution, complex backgrounds, and the variability of object scales. …”
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THE SPECIAL PROJECT REVERSE ENGINEERING STUDY OF RADIOELECTRONIC PRODUCTS by M. S. Kostin, D. S. Vorunichev

“…While the study and analysis of modern methods and means of prototyping of the Defense industrial complex. …”
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POCUS ULTRASOUND MONITORING SYSTEM AND ITS APPLICATION IN OBSTETRICS AND GYNECOLOGY by Елена Валерьевна Литвинова, Оксана Владимировна Носкова

“…The use of POCUS ultrasound monitoring system allows to obtain more accurate diagnostic criteria in complex situations with the analysis of many organs and systems of the mother and fetus.…”
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Plasticity in inhibitory networks improves pattern separation in early olfactory processing by Shruti Joshi, Seth Haney, Zhenyu Wang, Fernando Locatelli, Hong Lei, Yu Cao, Brian Smith, Maxim Bazhenov

“…This results in improved pattern separation and a more concise neural code. Our calcium imaging data support these predictions. Analysis of a graph convolutional neural network performing an odor categorization task revealed a similar mechanism for contrast enhancement. …”
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Deep learning-based text generation for plant phenotyping and precision agriculture by Li Zhu, Long Tang, Shan Ren, Shan Ren

“…While traditional methods remain important, they are constrained by the complexity of plant structures, variability in environmental conditions, and the need for high-throughput analysis. …”
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Automated Deep Learning Based Cardiac Quantification in Hypertrophic Cardiomyopathy: A Comparative Study with Manual Segmentation by Shivam Angiras, Deb Kumar Boruah, Pranjal Phukan, Kalyan Sarma, Prince Das, Rajeev Bharadwaj, Harshit Jain, Ajmal Roshan

“…Cardiac Magnetic Resonance (CMR) imaging is considered the gold standard for evaluating these parameters. …”
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METHODOLOGICAL APPROACHES TO BUILDING RESEARCH COMPETENCE OF FUTURE DOCTORS OF PHILOSOPHY DURING THEIR POSTGRADUATE STUDIES by Oliinyk Iryna

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A COMPARATIVE PARADIGM OF NONFICTIONAL PROSE: A POLYASPECT LINGUISTIC DIMENSION by Alla Romanchenko, Tetiana Kovalevska, Mariia Druzhynets

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Richard Wright and Fyodor Dostoevsky: Crime and Punishment as a Praetext of Native Son and The Outsider by Olga Yu. Panova

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GrainNet: efficient detection and counting of wheat grains based on an improved YOLOv7 modeling by Xin Wang, Changchun Li, Chenyi Zhao, Yinghua Jiao, Hengmao Xiang, Xifang Wu, Huabin Chai

“…Abstract Background Seed testing plays a crucial role in improving crop yields.In actual seed testing processes, factors such as grain sticking and complex imaging environments can significantly affect the accuracy of wheat grain counting, directly impacting the effectiveness of seed testing. …”
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A Micro-Computed Tomography-Based Simplified Approach to Measure Body Composition, Osteoporosis, and Lung Fibrosis in Mice by Madeleine Landau, Binghao Zou, Ziqi Yang, Brian Rowan, Muralidharan Anbalagan

“…This protocol on the use of micro-CT aims to bridge that gap by providing a clear, step-by-step guide to acquire and analyze micro-CT images from mice for quantitative data. By exclusively detailing the necessary procedural steps from start to finish and overcoming complex user interfaces during imaging operations and analysis, this protocol will equip new micro-CT users with the ability to measure mouse body composition (bone, body fat, and lean muscle mass) and identify and quantify lung fibrosis. …”
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Water resource management in tourism hotspot: A cost-effective, semi-automatic method for monitoring the diffusion of residential swimming pools by Giuseppe Cillis, Rosa Coluzzi, Luca Salvati, Andrea Colantoni, Bogdana Nosava, Vito Imbrenda, Maria Lanfredi

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Geological study of sediments from the Negro and Solimões rivers by Patricia Ramos Carvalho, Casimiro Munita, Emílio Soares, Ricieri Tarabossi

“…The geomorphological features of sections of the Solimões-Amazonas River have been studied using images from remote sensors, combined with multitemporal analysis data, and part of the sedimentary deposits is confined in four tectonic depressions that occurred during the Neomiocene-Pliocene, called hemigrábens of Paraná do Ariaú (GPA), Cacau do Pereira (GCP), Cachoeira do Castanho (GCC) and Lago do Miriti (GLM). …”
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Deep Dive into Bone Tumor Segmentation and Classification: Methodological Review and Challenges with Deep Learning Approaches by Singh Rathla Roop, D Vasumathi

“…Bone tumors present a complex challenge in medical imaging due to their diverse morphological characteristics and potential for malignant behaviour. …”
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“Poets” and “Rulers” in B. A. Sadovskoy’s Works by S. N. Pyatkin

“…The article is devoted to the analysis of the images of “rulers” and “poets” in the artistic world of the works of Boris Alexandrovich Sadovskoy, a Russian literary figure of the first half of the 20th century. …”
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