Los quehaceres de los fotohistoriadores mexicanos:¿eurocentristas, americanistas o nacionalistas? by Rebeca Monroy Nasr

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LIU-NET: lightweight Inception U-Net for efficient brain tumor segmentation from multimodal 3D MRI images by Gul e Sehar Shahid, Jameel Ahmad, Chaudary Atif Raza Warraich, Amel Ksibi, Shrooq Alsenan, Arfan Arshad, Rehan Raza, Zaffar Ahmed Shaikh

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Aortic Aneurysm Inflammatory Cell Detection with Deep Learning methods by Kristóf-Gergö Nagy, Csaba Szferle, Attila Fintha

“…Automated nucleus recognition was performed on 10 slides using the Biological Image Analysis program (BIAS, Single-Cell Technologies Ltd., Szeged, Hungary), and a training image database containing 10,781 elements was created. …”
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A YOLO11-Based Method for Segmenting Secondary Phases in Cu-Fe Alloy Microstructures by Qingxiu Jing, Ruiyang Wu, Zhicong Zhang, Yong Li, Qiqi Chang, Weihui Liu, Xiaodong Huang

“…The improved YOLO11 model achieves an mAP of 89.0%, a precision of 84.6%, and a recall of 81.0% on this dataset, showing significant performance improvements while effectively balancing inference speed and model complexity. Additionally, a quantitative analysis software system for secondary phase uniformity based on this model provides strong technical support for automated metallographic image analysis and demonstrates broad application prospects in materials science research and industrial quality control.…”
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Functional and Structural Alterations in Pediatric Multiple Sclerosis: A Systematic Review and a Preliminary Activation Likelihood Estimation Functional Magnetic Resonance Imaging... by Nicoletta Cera, Joana Pinto, Ricardo Faustino

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Multiclass aerial image recognition using improved Black Widow Optimization with deep learning on unmanned aerial networks imaging by Mahmoud Ragab, Bandar M. Alghamdi, Sami Saeed Binyamin, Sultan Algarni, Roobaea Alroobaea, Abdullah M. Baqasah, Majed Alsafyani

“…UAV-based aerial image classification improves the analysis of large-scale geographical and environmental data. …”
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ResST-SEUNet++: Deep Model for Accurate Segmentation of Left Ventricle and Myocardium in Magnetic Resonance Imaging (MRI) Images by Abduljabbar S. Ba Mahel, Mehdhar S. A. M. Al-Gaashani, Fahad Mushabbab G. Alotaibi, Reem Ibrahim Alkanhel

“…Limitations of earlier investigations include neglecting the complex image pre-processing required to accurately delineate areas of the LV and myocardium (Myo) in MRI and the absence of a substantial, high-quality dataset. …”
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Intelligent measurement of adolescent idiopathic scoliosis x-ray coronal imaging parameters based on VB-Net neural network: a retrospective analysis of 2092 cases by Jinlong Liu, Haoran Zhang, Pei Dong, Danyang Su, Zhen Bai, Yuanbo Ma, Qiuju Miao, Shenyu Yang, Shuaikun Wang, Xiaopeng Yang

“…Abstract Background Adolescent idiopathic scoliosis (AIS) is a complex three-dimensional deformity, and up to now, there has been no literature reporting the analysis of a large sample of X-ray imaging parameters based on artificial intelligence (AI) for it. …”
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Data stewardship and curation practices in AI-based genomics and automated microscopy image analysis for high-throughput screening studies: promoting robust and ethical AI applicat... by Asefa Adimasu Taddese, Assefa Chekole Addis, Bjorn T. Tam

“…The integration of diverse data types—ranging from sequencing and clinical data to proteomic and imaging data—highlighted the complexity and expansive scope of AI applications in these fields. …”
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Neuro-Glio-Vascular Complexes of the Brain After Acute Ischemia by A. S. Stepanov, V. A. Akulinin, A. V. Mysik, S. S. Stepanov, D. B. Avdeev

“…In this experiment, neurons, astrocytes, endotheliocytes, pericytes, basal membrane of the microvessels were studied in the normal (n=5) and the reperfusion period (1, 3, 7, 14, 21 and 30 days, n=30) using electron and fluorescence microscopy (DAPI staining). The morphometric analysis was carried out using the ImageJ 1.46 software.Results. …”
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Adjusting Xception Neural Network by Improved Human Evolutionary Optimizer for Fine Art Sorting by Tianfu Liu

“…This study tackles the problem of fine-art image classification that suffers from both the softness of styles and the absence of labelled datasets. …”
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Multi-model quantitative MRI of uterine cancers in precision medicine’s era—a narrative review by Marco Gennarini, Rossella Canese, Silvia Capuani, Valentina Miceli, Federica Tomao, Innocenza Palaia, Valentina Zecca, Alessandra Maiuro, Ilaria Balba, Carlo Catalano, Stefania Maria Rita Rizzo, Lucia Manganaro

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NRWI: a novel spectral index optimized for waterbody extraction from high-resolution GF-2 satellite imagery by Peng Zhang, Shanchuan Guo, Hong Fang, Pengfei Tang, Cong Lin, Hui Yang, Biao Wang, Yanlan Wu

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Efficient microstructure segmentation in three-dimensional imaging: Combining few-shot learning with the segment anything modelEarth/Chem by Po-Yen Tung, Richard J. Harrison

“…The application of three-dimensional (3D) imaging techniques, such as X-ray tomography and focussed ion beam scanning electron microscopy (FIB-SEM), is increasingly widespread in microstructural analysis of natural materials. …”
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WAYS OF IMPLEMENTING A COMPLEX APPROACH TO INCREASE THE COMPETITIVENESS OF UKRAINE by Alisa S. Mahdich, Oleksandr A. Zadoia, Artem M. Novikov

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Complexity of reference consultations for undergraduate and graduate students in an academic library by Naděžda Firsová, Jana Hinke, Luboš Smutka

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Diagnostic value of the MZXBTCH scoring system for acute complex appendicitis by Tianyi Ma, Qian Zhang, Hongwei Zhao, Peng Zhang

“…Among them, 28.4% (346/1,241) were diagnosed with complex appendicitis. The distribution of clinical features, laboratory results, and imaging findings was comparable between the two groups. …”
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Deep Learning Techniques in DICOM Files Classification: A Systematic Review by Mabirizi, Vicent, Kawuma, Simon, Natumanya, Deborah, Wasswa, William

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Evaluation of optic disc parameters, circumpapillary retinal nerve fiber layer (cpRNFL) and ganglion cell complex (GCC) in refractive error using SS-OCT: Magnification-corrected an... by Jingyu Mu, Jing Wei, Zengrui Zhang, Haoming Geng, Fengyuan Yu, Junguo Duan

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Drug Incompatibilities and Complex Assemblies: Let Us Remain Vigilant! by Cordélia Salomez-Ihl, Anthony Martin Mena, Marie-Carmen Molina, Romane Chapuis, Marjorie Durand, Sébastien Chanoine, Julien Leenhardt, Philippe Py, Marie-Dominique Brunet, Yung-Sing Wong, Marie Chevallier, Bertrand Décaudin, Pascal Odou, Pierrick Bedouch, Roseline Mazet

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