Showing 981 - 1,000 results of 9,723 for search '"Architecture"', query time: 0.09s Refine Results
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    DeepGlioSeg: advanced glioma MRI data segmentation with integrated local-global representation architecture by Ruipeng Li, Yuehui Liao, Yueqi Huang, Xiaofei Ma, Guohua Zhao, Yanbin Wang, Chen Song

    Published 2025-02-01
    “…However, this task is hindered by substantial heterogeneity within gliomas and imbalanced region distributions, posing challenges to existing segmentation methods.MethodsTo address these challenges, we propose the DeepGlioSeg network, a U-shaped architecture with skip connections for continuous contextual feature integration. …”
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    Mixing Data Cube Architecture and Geo-Object-Oriented Time Series Segmentation for Mapping Heterogeneous Landscapes by Michel E. D. Chaves, Lívia G. D. Soares, Gustavo H. V. Barros, Ana Letícia F. Pessoa, Ronaldo O. Elias, Ana Claudia Golzio, Katyanne V. Conceição, Flávio J. O. Morais

    Published 2025-01-01
    “…The objective of this study is to mix the data cube architecture (analysis-ready data—ARD) and the geo-object-oriented time series segmentation via Geographic Object-Based Image Analysis (GEOBIA) to assess its performance in identifying natural vegetation and double-cropping practices over a crop season. …”
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    A pathway from fragmentation to interoperability through standards-based enterprise architecture to enhance patient safety by Zoie Shui-Yee Wong, Yang Gong, Shin Ushiro

    Published 2025-01-01
    “…To improve patient safety in this era of generative AI, it is crucial to develop a standards-driven, ontology-based architecture for patient safety that can seamlessly integrate with health systems, thereby facilitating effective detection and monitoring potentially preventable harms in healthcare. …”
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    Advanced optical receiver architectures for ultra-high capacity but low-cost short-reach optical interconnects by Honglin JI, Xueyang LI, Zhixue HE, Weisheng HU, Shieh William

    Published 2022-07-01
    “…The deployment of emerging network infrastructure such as hyper-scale datacenters urgently requires ultra-high capacity but low-cost short-reach optical interconnects.Conventional intensity modulation and direct detection possesses a simple receiver structure but can only recover the intensity information, which restrains the capability of further scaling up the system capacity.Standard coherent detection can deliver high-order modulation formats and achieve high-capacity transmission.Nevertheless, the coherent transceiver requiring expensive narrow-linewidth laser sources and computation-intensive digital signal processing precludes its wide applications in short-reach systems.The advanced direct-detection optical receivers aim to combine the advantages of both direct detection and coherent detection and bridge the gap between them.Therefore, the advanced optical receivers are mainly based on self-coherent detection.Advanced single-polarization, dual-polarization, and few-mode optical receiver architectures wereintroduced.The proposed advanced optical receivers can retrieve the optical field via direct detection without using the narrow-linewidth lasers, which enables the realization of ultra-high capability but low-cost short-reach optical interconnects.…”
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    Energy-Efficient Discrete Cosine Transform Architecture Using Reversible Logic for IoT-Enabled Consumer Electronics by Muhammad Awais, Wilayat Khan, Tallha Akram, Yunyoung Nam

    Published 2025-01-01
    “…This paper introduces a novel Discrete Cosine Transform (DCT) architecture implemented using reversible logic to meet the requirements for effective data compression in IoT systems, such as smart surveillance and wearable health monitors. …”
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    RvXmBlendNet: A Multi-architecture Hybrid Model for Improved Skin Cancer Detection by Farida Siddiqi Prity, Ahmed Jabid Hasan, Md Mehedi Hassan Anik, Rakib Hossain, Md. Maruf Hossain, Sazzad Hossain Bhuiyan, Md. Ariful Islam, Md Tousif Hasan Lavlu

    Published 2024-09-01
    “…Therefore, this study aims to introduce a novel multi-architecture hybrid deep learning model called "RvXmBlendNet," which combines the strengths of four individual models: ResNet50 (R), VGG19 (v), Xception (X), and MobileNet (m), followed by "BlendNet" to signify their fusion into a unified architecture. …”
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    Architecture and key technologies of the operation support system for intensive monitoring of provincial and local power communication network by Zhimin YANG, Danke HONG, Yu HUANG

    Published 2019-11-01
    “…In order to support the intensive monitoring of provincial and local power communication network,the existing operation support system was optimized and upgraded.A system architecture which takes the communication dispatcher as information center was presented,and several key technologies of monitoring,control and resource scheduling were developed.The achievements were widely used in the power grid companies of five provinces in southern China.The results show that both the operation efficiency and the level of safe operation of the intensive monitoring for provincial-local power communication network has been significantly improved,which provides more reliable and higher quality communication support for both the safe and stable operation of the power grid and the digital transformation of the company.…”
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    Using agent-based modeling method to assess the quality of architectural and planning solutions for open public spaces by Okulova Svetlana A.-P.

    Published 2024-12-01
    “…This article considers the application of the agent-based modeling method using the AnyLogic program to assess the quality of architectural and planning solutions for open public spaces, using as an example the Embankment in the city of Polevskoy. …”
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