NAS-Unet: Neural Architecture Search for Medical Image Segmentation

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    Jun-Young Oh, Ingyu Lee, Hyun-Ho Chang · 2023 · Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics
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  65. Ranking-Aware Predictor-Assisted Automatic Architecture Design for Biomedical Image Segmentation
    Nan Li, Meirui He, Aohan Mei · 2025 · IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
  66. Systematic Evaluation of Autoencoder Architectures for Medical Image Reconstruction: A Comprehensive Study Across Six Variants and Multiple Medical Imaging Modalities
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    Yan Ma, Cangju Xing, Liang Xiao · 2021 · IEEE International Conference on Medical Imaging Physics and Engineering (ICMIPE)
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  69. A Review: Comprehensive and Systematic Analysis of Medical Image Segmentation Techniques
    Abbas Shaik, Shyama Siddi Gopal Lingamallu, Vinay Ratna Bezzam · 2023 · International Conference on Artificial Intelligence and Smart Energy (ICAIS)
  70. VA-TransUNet: A U-shaped Medical Image Segmentation Network with Visual Attention
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  71. Optimal U-Net Using Grey Wolf Algorithm for Retinal Vessel Segmentation
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  72. Singing voice separation based on U-NET neural network and its application
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  73. Focal-UNet: Complex Image Semantic Segmentation Based on Focal Self-attention and UNet
    Haosong Gou, Lei Xiang, Xiaonian Chen · 2024
  74. Enhanced Brain Tumor Segmentation Using Improved U-Net Architecture
    Ruturaj Samantaray, Mamata P. Wagh, Rishabh Prasad · 2024 · International Conference on Computing, Communication and Networking Technologies (ICCCNT)
  75. Automatic screening of retinal lesions for detecting diabetic retinopathy using adaptive multiscale MobileNet with abnormality segmentation from public dataset
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  76. Identification of Vertebrae in CT Scans for Improved Clinical Outcomes Using Advanced Image Segmentation
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  77. SIDN-NAS: Scalable Iterative Dense Network with Neural Architecture Search Optimization for Medical Image Segmentation
    Jianjun Zhou, Junying Chen · 2024 · Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics
  78. 3D UNet-based abdominal organ automatic segmentation model using image denoising and point cloud fusion
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    Vít Doleží, Petr Gajdoš · 2021 · Lecture notes in networks and systems
  82. Developing Language-Specific Models Using a Neural Architecture Search
    YongSuk Yoo, Kang-Moon Park · 2021 · Applied Sciences
  83. Evolutionary Convolutional Neural Network: a case study
    Amanda Lucas Pereira, Manoela Kohler, Marco Aurélio C. Pacheco · 2021 · Congresso Brasileiro de Inteligência Computacional (CBIC)
  84. Analysis of CNL-UNet for Efficient Biomedical Image Segmentation
    Rifat Ahommed, Md. Badiuzzaman Shuvo, M. M. A. Hashem · 2021 · International Conference on Electrical Engineering and Information Communication Technology
  85. Multi-objective Evolutionary Architecture Search of U-Net with Diamond Atrous Convolution
    Weiqin Ying, Kaihao Yang, Yu Wu · 2022 · Communications in computer and information science
  86. Using a Deep Learning Method for the Detection of Buildings from a High Spatial Resolution Satellite Image
    Messaadi Ibtissem, Redjem Sandra, Djamel Raham · 2023 · International Journal of Innovative Studies in Sociology and Humanities
  87. A DWT-based encoder-decoder network for Specularity segmentation in colonoscopy images
    Vanshali Sharma, Manas Kamal Bhuyan, Pradip K. Das · 2023 · Multimedia Tools and Applications
  88. Towards Cardiac Intervention Assistance: Hardware-aware Neural Architecture Exploration for Real-Time 3D Cardiac Cine MRI Segmentation
    Zeng, Dewen, Weiwen Jiang, Tianchen Wang · 2020 · arXiv (Cornell University)
  89. DT-Net: A novel network based on multi-directional integrated convolution and threshold convolution
    Hongfeng You, Long Yu, Shengwei Tian · 2020 · arXiv (Cornell University)
  90. Genetic U-Net: Automatically Designing Lightweight U-shaped CNN Architectures Using the Genetic Algorithm for Retinal Vessel Segmentation.
    Jiahong Wei, Zhun Fan · 2020 · arXiv (Cornell University)
  91. Neural Architecture Search with an Efficient Multiobjective Evolutionary Framework
    María Baldeon-Calisto, Susana K. Lai-Yuen · 2020 · arXiv (Cornell University)
  92. Detecting objects behind scattering media using vortex beams and deep learning
    Ganesh M. Balasubramaniam, Netanel Biton, Shlomi Arnon · 2021 · Research Square
  93. Conditional generative adversarial network based multi-task learning framework for breast lesion segmentation of ultrasound images
    Satyajeet Datta, Mohammad Ariful Haque · 2024 · Journal of Electronic Imaging
  94. Efficient Hardware-aware Neural Architecture Search for Edge Computing
    Hadjer Benmeziane · 2023 · theses.fr (ABES)
  95. Exploring deep neural network differentiable architecture design
    Alexandre Heuillet · 2023 · theses.fr (ABES)
  96. Optimizing Neural Network Architecture for Medical Image Segmentation Using Monte Carlo Tree Search
    Meng, Liping, Nie, Fan, Zhang, Yunyun, Han, Chao · 2026 · arXiv
  97. AutoSNAP: Automatically Learning Neural Architectures for Instrument Pose Estimation
    David Kügler, Marc Uecker, Arjan Kuijper, Anirban Mukhopadhyay · 2020 · Lecture notes in computer science
  98. DB M-Net: An Efficient Segmentation Network for Esophagus and Esophageal Tumor in Computed Tomography Images
    Donghao Zhou, Guoheng Huang, Bingo Wing‐Kuen Ling · 2020
  99. Semi-supervised Learning in Computer-aided Diagnosis
    Yanjun Li · 2021 · International Conference on Consumer Electronics and Computer Engineering (ICCECE)
  100. PocketNet: A Smaller Neural Network for 3D Medical Image Segmentation.
    Adrian Celaya, Jonas Actor, Muthusivarajan Rajarajeswari · 2021 · arXiv (Cornell University)