The digitisation workflow of the herbarium of the State Museum of Natural History of the NAS of Ukraine (LWS) by Andriy Novikov, Viktor Nachychko

“…Focusing on certain taxonomic groups from specific regions allows us to digitise specimens that could be more valuable for early scientific processing. At the same time, the herbarium benefits from such a digitisation model by revising the existing collection classification and keeping the initial ID system. …”
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Mechanically Tunable Composite Hydrogel for Multi-Gesture Motion Monitoring by Jiabing Zhang, Zilong He, Bin Shen, Jiang Li, Yongtao Tang, Shuhuai Pang, Xiaolin Tian, Shuang Wang, Fengyu Li

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Direct atomic-scale investigation of the coarsening mechanisms of exsolved catalytic Ni nanoparticles by Dylan Jennings, Moritz L. Weber, Ansgar Meise, Tobias Binninger, Conor J. Price, Moritz Kindelmann, Ivar Reimanis, Hiroaki Matsumoto, Pengfei Cao, Regina Dittmann, Piotr M. Kowalski, Marc Heggen, Olivier Guillon, Joachim Mayer, Felix Gunkel, Wolfgang Rheinheimer

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Alkali Ion-Accelerated Gelation of MXene-Based Conductive Hydrogel for Flexible Sensing and Machine Learning-Assisted Recognition by Weidan Na, Chao Xu, Lei An, Changjin Ou, Fan Gao, Guoyin Zhu, Yizhou Zhang

“…Conductive hydrogels are promising active materials for wearable flexible electronics, yet it is still challenging to fabricate conductive hydrogels with good environmental stability and electrical properties. …”
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Application of Dynamic Systems to Model Increasing Profitability of UMKM Production in the “SENTRA IKAN BULAK” by Joko Suyono, M. Basuki Rahmat, Sri Wiwoho Mudjanarko, Eka Fadilah, I Putu Artaya, Rizal Bahaswan, R.M. Mahrus Alie, Arie Indartono, Syaiful Syaiful, M. Khakim Alviansyah, Choirul Umam

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A Machine Vision Approach for Grain Quality Control During Separation by Serhii Stepanenko, Alvian Kuzmych, Serhii Kharchenko, Boris Andrey, Viktor Dnes, Daryna Volyk, Roman Kalinichenko

“…The research aims to develop a method for determining the content of impurities in grain materials by analyzing digital images. The addressed problem was establishing a method for grain quality control using machine vision to create integrated automation systems for separating grain materials in post-harvest processing. …”
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Lightweight Brain Tumor Segmentation Through Wavelet-Guided Iterative Axial Factorization Attention by Yueyang Zhong, Shuyi Wang, Yuqing Miao, Tao Zhang, Haoliang Li

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Machine learning approaches for spatial omics data analysis in digital pathology: tools and applications in genitourinary oncology by Hojung Kim, Hojung Kim, Jina Kim, Jina Kim, Su Yeon Yeon, Sungyong You, Sungyong You

“…The review contains three sections: 1) an overview of image processing approaches for histopathology slide analysis; 2) machine learning integration with spatially resolved omics data analysis; 3) a discussion of current limitations and future directions for integration of machine learning in the clinical decision-making process.…”
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Fiber-assisted nanoparticle tracking analysis meets nanorheology: a novel approach for probing viscoelastic properties at the nanoscale by Wieduwilt Torsten, Geisler Hannah, Förster Ronny, Lorenz Adrian, Schmidt Markus A.

“…FaNTA’s high accuracy and performance in nano- and microrheological measurements highlight its broad potential in nanoscale materials science, dynamic process studies, life and environmental sciences, and nanochemistry. …”
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3D Morphology Distribution Characteristics and Discrete Element Simulation of Sand-Gravel Mixtures by Wu Qi, Sun Suyu, Gao Guangliang, Fang Yi, Chen Guoxing

“…Based on the screening testing and digital image processing, the particle size and AT index of aggregates were extracted, and their means, standard deviations, and statistical distributions were studied. …”
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Reflectance mapping with microsphere-assisted white light interference nanoscopy by Sébastien Marbach, Rémy Claveau, Paul Montgomery, Manuel Flury

“…The acquisition and the Fourier transform processing of a stack of interference images superimposed on the virtual image produced by the microsphere allows the extraction of the local reflectance over a wavelength range of 460 nm to 900 nm and a field of view of 8 μm in diameter. …”
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Assessment of the Local Exposure Level during Adult Chest X-Rays at the Ngaoundere Regional Hospital, Cameroon by Guiswe Gnowe, Henri Paul Ekobena Fouda, Mbo Amvene Jéremie, Takmou Pascal, Bonaventure Babinne Graobe

“…The analysis and processing of the data was carried out by Excel 2010. …”
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Neuromorphic devices assisted by machine learning algorithms by Ziwei Huo, Qijun Sun, Jinran Yu, Yichen Wei, Yifei Wang, Jeong Ho Cho, Zhong Lin Wang

“…Neuromorphic computing extends beyond sequential processing modalities and outperforms traditional von Neumann architectures in implementing more complicated tasks, e.g., pattern processing, image recognition, and decision making. …”
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Wife for work (polygamy in the economy of the Muslim Turks of the Trans-Urals at the beginning of the 20th century) by M.I. Rodnov, L.F. Tagirova

“…The relevance of the problem is associated with the construction of the image of the past, with the formation of historical memory among local ethnic (eth-no-confessional) groups, which is one of the most controversial areas of modern humani-tarian knowledge. …”

Lightweight CNN model for automatic detection and depth estimation of subsurface voids using GPR B-scan data by Abdelaziz Mojahid, Driss EL Ouai, Khalid EL Amraoui, Khalil EL-Hami, Hamou Aitbenamer, Jochem Verrelst, Pier Matteo Barone

“…Early detection of these cavities is crucial to prevent material losses and protect human lives. Investigation and manual processing of these structures using traditional methods can be difficult and time-consuming. …”
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Detection of Carious Lesions and Restorations Using Particle Swarm Optimization Algorithm by Mohammad Naebi, Eshaghali Saberi, Sirous Risbaf Fakour, Ahmad Naebi, Somayeh Hosseini Tabatabaei, Somayeh Ansari Moghadam, Elham Bozorgmehr, Nasim Davtalab Behnam, Hamidreza Azimi

“…Materials and Methods. In recent years, it is possible to implement intelligent processing of images by high efficiency optimization algorithms in many applications especially for detection of dental caries and restoration without human intervention. …”
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Enabling data-driven design of block copolymer self-assembly by Chiara Magosso, Irdi Murataj, Michele Perego, Gabriele Seguini, Debra J. Audus, Gianluca Milano, Federico Ferrarese Lupi

“…Abstract Here we present a database composed of scanning electron microscope images of self-assembled block copolymers. The fabrication process parameters, structural properties and microscope information are all contained in the image metadata, making a group of images a database on its own. …”
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A Low-Cost Portable SDIMM for Daytime Atmospheric Optical Turbulence Measurement in Observatory Site Testing: Primary Results from Ali Site by Jingxing Wang, Jing Feng, Xuan Qian, Yongqiang Yao, Mingyu Zhao, Kaifeng Kang, Tengfei Song

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THE STRUCTURE OF HAPPINESS REPRESENTATION FOR RUSSIAN AND AMERICAN REPRESENTATIVES by S. Yu. Zhdanova, A. V. Pecherkina, A. A. Strokanov

“…However, the diagnostic tools used in such studies are based primarily on the model of happiness image that has been developed in American psychology. …”
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Features of angiotensin II expression in the arcuate nucleus of the hypothalamus of experimental rats with arterial hypertension of various etiology by S. V. Tishсhenko

“…An immunohistochemical method was used to study the content of angiotensin II in the ArC, which was followed by digital processing of the data by Image J and EXCEL-7.0. Results. …”
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