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  1. 81

    Advanced Artificial Intelligence Techniques for Comprehensive Dermatological Image Analysis and Diagnosis by Serra Aksoy, Pinar Demircioglu, Ismail Bogrekci

    Published 2024-11-01
    “…The manual analysis of RCM images, however, tends to be slow and inconsistent. …”
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    Detailed Investigation of Cobalt-Rich Crusts in Complex Seamount Terrains Using the Haima ROV: Integrating Optical Imaging, Sampling, and Acoustic Methods by Yonghang Li, Huiqiang Yao, Zongheng Chen, Lixing Wang, Haoyi Zhou, Shi Zhang, Bin Zhao

    Published 2025-04-01
    “…Future advancements will focus on high-precision navigation and control, high-resolution crust thickness measurement, optical imaging optimization, and AI-enhanced image recognition.…”
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    Article
  11. 91

    Deep learning-driven medical image analysis for computational material science applications by Li Lu, Mingpei Liang

    Published 2025-04-01
    “…However, its application in computational material science remains underexplored, despite the increasing need for automated microstructure analysis and defect detection. Traditional image processing methods in material science often rely on handcrafted feature extraction and threshold-based segmentation, which lack adaptability to complex microstructural variations. …”
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  12. 92

    Performance Evaluation of Support Vector Machine and Stacked Autoencoder for Hyperspectral Image Analysis by Brahim Jabir, Bendaoud Nadif, Isabel De la Torre Diez, Helena Garay, Irene Delgado Noya

    Published 2025-01-01
    “…The results achieved provide a practical path for researchers and practitioners navigating the complex landscape of hyperspectral image analysis to help them choose the most suitable approach for their specific constraints and requirements.…”
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    Multifractal Detrended Fluctuation Analysis Combined with Allen–Cahn Equation for Image Segmentation by Minzhen Wang, Yanshan Wang, Renkang Xu, Runqiao Peng, Jian Wang, Junseok Kim

    Published 2025-05-01
    “…Finally, real-life wire diagrams and transmission tower diagrams are used for segmentation, which shows the application potential of MF-AC-DFA in complex scenes. This method is expected to be applied to the real-time state monitoring and analysis of power facilities, and it is anticipated to improve the safety and reliability of the power grid.…”
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    CyclicAugment: Optimized Medical Image Analysis via Adaptive Augmentation Intensity by Min-Jun Kim, Jung-Woo Chae, Hyun-Chong Cho

    Published 2025-01-01
    “…Computer-aided diagnosis (CADx) systems play a crucial role in accurately diagnosing and monitoring diseases through medical imaging. However, there are many challenges, such as data scarcity and complex structural patterns, limiting the performance of deep-learning models. …”
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  20. 100

    A fast and fully automated system for segmenting retinal blood vessels in fundus images by Alqassab Ans Ibrahim Mahameed, Luque-Nieto Miguel-Ángel

    Published 2025-03-01
    “…This approach aims to improve the accuracy and efficiency of retinal image analysis, overcoming the limitations of manual segmentation and complex vascular structures. …”
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    Article