Repeatability of Fractal Analysis in OCT Angiography of the Macula and Optic Nerve Head by Gustavo Rosa Gameiro, MD, PhD, Alessandro A. Jammal, MD, PhD, Verônica Vilasboas-Campos, MD, Jianhua Wang, MD, PhD, Felipe A. Medeiros, MD, PhD

“…OCT angiography images were processed for fractal analysis focusing on small vessels (<25 μm in diameter) within en face slabs of the superficial vascular complex (SVC), deep vascular complex (DVC), full retina, and nerve fiber layer vascular plexus (NFLVP). …”
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Universal conditional networks (UniCoN) for multi-age embryonic cartilage segmentation with sparsely annotated data by Nishchal Sapkota, Yejia Zhang, Zihao Zhao, Maria Jose Gomez, Yuhan Hsi, Jordan A. Wilson, Kazuhiko Kawasaki, Greg Holmes, Meng Wu, Ethylin Wang Jabs, Joan T. Richtsmeier, Susan M. Motch Perrine, Danny Z. Chen

“…Current research on this disease using mouse models faces challenges since it involves accurately segmenting (precisely delineating) the developing cartilage in 3D micro-CT images of embryonic mice. Tackling this segmentation task with deep learning (DL) methods is laborious due to the big burden of manual image annotation, expensive due to the high acquisition costs of 3D micro-CT images, and difficult due to embryonic cartilage’s complex and rapidly changing shapes. …”
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Sjögren’s syndrome is associated with a reduction in the surface area of the right caudal anterior cingulate gyrus by Ping Wang, Yunpeng Tai, Xiaofang Zhu, Xinyi Wan, An Sun, Jiajia Wang, Hui Cheng, Jingwei Hong, Yi Zhang, Xiaobing Wang

“…Methods A two-sample Mendelian randomization (MR) analysis was conducted using four single-nucleotide polymorphisms (SNPs) associated with SS. …”
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Large Language Models in Medical Diagnostics: Scoping Review With Bibliometric Analysis by Hankun Su, Yuanyuan Sun, Ruiting Li, Aozhe Zhang, Yuemeng Yang, Fen Xiao, Zhiying Duan, Jingjing Chen, Qin Hu, Tianli Yang, Bin Xu, Qiong Zhang, Jing Zhao, Yanping Li, Hui Li

“…Key applications included disease classification (text or image-based), medical question answering, and diagnostic content generation. …”
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Enhancing surface detection: A comprehensive analysis of various YOLO models by G. Deepti Raj, B. Prabadevi

“…Material defects can significantly affect strength, durability and overall quality. Complex backgrounds and variations in steel surface images often hinder productivity and quality in industrial environments. …”
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Integrative analysis of the Aachen geothermal system (Germany) with an interdisciplinary conceptual model by Esteban Gómez-Díaz, Andrea Balza Morales, Peter A. Kukla, Maren Brehme

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Analysis of Micro-Fine Mineral Pigments Based on Laser Raman Spectroscopy by Wei ZHU, Wenjing XU, Aiguo SHEN

“…X-ray diffraction, scanning electron microscopy and energy disperse spectroscopy have been applied to the identification of mineral components, but these methods carry the risk of damage to the sample and the process is complex. Here, a non-destructive analysis method for micro-fine minerals based on laser Raman spectroscopy is proposed. …”
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Pose estimation for health data analysis: advancing AI in neuroscience and psychology by Juan Yu, Daoyu Zhu

“…IntroductionThe integration of artificial intelligence (AI) with health data analysis offers unprecedented opportunities to advance research in neuroscience and psychology, particularly in extracting meaningful patterns from complex, heterogeneous, and high-dimensional datasets. …”
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Professional self-realization of elementary school teachers: definitive ANALYSIS OF THE CONCEPT by Olha V. Lebid, Liudmyla V. Tsurkan

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Clinical characteristic analysis of 25 cases of hepatic portal venous gas by Changhui Ji, Lihong Zhang, Zhirong Cheng, Zhilong Jiang, Tao Ji, Bo Ye

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Predictive analysis of heart disease using quantum-assisted machine learning by Mehroush Banday, Sherin Zafar, Parul Agarwal, M. Afshar Alam, Siddhartha Sankar Biswas, Imran Hussain, K. M. Abubeker

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Mechanical Design and Motion Analysis of a Hybrid Robot for Equine Rehabilitation by YE Zenglin, DAI Zhonghong, ZHANG Liang'an, WEI Liangguo, CHEN Hua

“…The experimental results confirmed the rationality of the mechanism, attained the intended motion trajectory, and showcased rapid response of the control system. Due to the complexity of its calculations, the kinematics of the positive solution is time-consuming, taking 2~3 ms. …”
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ODEP-Based Robotic System for Micromanipulation and In-Flow Analysis of Primary Cells by Joanna Filippi, Paola Casti, Valentina Lacconi, Gianni Antonelli, Michele D’Orazio, Giorgia Curci, Carlo Ticconi, Rocco Rago, Massimiliano De Luca, Alessandro Pecora, Arianna Mencattini, Steven L. Neale, Luisa Campagnolo, Eugenio Martinelli

“…With this study, by bridging optically-induced dielectrophoresis (ODEP), microfluidics, live-cell imaging, and machine learning, we provide the ground for devising a robotic micromanipulation and analysis system for single-cell phenotyping. …”
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Graphical representation of landscape heterogeneity identification through unsupervised acoustic analysis by Maria J. Guerrero, Camilo Sánchez‐Giraldo, César A. Uribe, Víctor M. Martínez‐Arias, Claudia Isaza

“…In contrast, soundscape analysis, which studies environmental acoustic signals, emerges as a novel tool for understanding ecological patterns, providing reliable information on habitat conditions and landscape heterogeneity in complex environments across diverse scales and serving as a complement to remote sensing methods. …”
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A BOX-YOLOv8 framework for automated hyperspectral core analysis by Hongyan Zhu, Anjie Li, Chengzhi Lin, Shuai Qin, Junhao Xie, Jackey J.K. Chai, Russell Rogers, Jun-Li Xu

“…Hyperspectral imaging (HSI) offers significant potential for soil and geological core analysis, yet challenges of large data volume and complex processing hinder its broader usage. …”
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Investigation of the features of the structural organization of inulin and analysis of the possibilities of its application by V. A. Byzov, V. V. Litvyak, N. D. Lukin, V. V. Shilov, Yu. F. Roslyakov, J. K. Irmatova

“…The prebiotic effect of inulin has been proved, but its interaction with various food matrices is a complex process, and it is not always technologically beneficial for the product. …”
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APPLICATION OF CLUSTER ANALYSIS TO STUDY THE SOCIOECONOMIC SITUATION OF EASTERN EUROPEAN COUNTRIES by Sofiia R. Ladyk, Kseniia F. Bazilyuk

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Characterization and Sensitivity Analysis of JIRAM Spectra for Optimizing CH4 and Retrieval by Chiara Castagnoli, Bianca M. Dinelli, Francesca Altieri, Alessandra Migliorini, Alessandro Mura, Roberto Sordini, Federico Tosi, Raffaella Noschese, Davide Grassi, Alberto Adriani, Francesco Biagiotti, Andrea Cicchetti, Christina Plainaki, Giuseppe Sindoni

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Trends and hotspots in pulmonary fibrosis biomarker research: a bibliometric analysis by Ling Wang, Ling Wang, Jianliang Huang, Jianliang Huang, Gan Tan, Yurou Zhang, Mingkai Xia, Zhen Kang, Yun Xiao, Mingsheng Lei, Mingsheng Lei

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Efficacy of cognitive-behavioral therapy in reducing muscle dysmorphia symptoms among Turkish gym goers: A pilot study by Metin Çınaroğlu, Eda Yılmazer, Selami Varol Ülker, Esra Noyan Ahlatcıoğlu, Gökben Hızlı Sayar

“…Data were collected through participant feedback during therapy sessions, with thematic analysis revealing significant shifts in body image perception and reductions in compulsive behaviors and steroid use. …”
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