NAS-Unet: Neural Architecture Search for Medical Image Segmentation

Weng, Yu, Zhou, Tianbao, Li, Yujie, Qiu, Xiaoyu·2019·IEEE Access
DOI 10.1109/access.2019.2908991

Cited by (487)

Items 401–487 of 487

  1. Generative Adversarial Networks Using Neural Architecture Search for Semantic Image Segmentation
    Vayangi Vishmi Vishara Ganepola, Torin Wirasingha · 2021 · IEEE International Conference on Big Data and Artificial Intelligence (BDAI)
  2. Neural Architecture Search in operational context: a remote sensing case-study
    Anthony Cazasnoves, Pierre-Antoine Ganaye, Kévin Sanchis · 2021 · arXiv (Cornell University)
  3. Hardware-aware Real-time Myocardial Segmentation Quality Control in Contrast Echocardiography
    Zeng, Dewen, Yukun Ding, Haiyun Yuan · 2021 · arXiv (Cornell University)
  4. Multi-directional Attention Network for Segmentation of Pediatric Echocardiographic
    Zhuo Xiang, Cheng Zhao, Libao Guo et al. · 2021 · Lecture notes in computer science
  5. Automated Cell Segmentation for Phase-Contrast Images of Adhesion Cell Culture
    Guochang Ye, Mehmet Kaya · 2021 · International Conference on Bio-engineering for Smart Technologies (BioSMART)
  6. Automatic Searching of Deep Neural Networks for Medical Imaging Diagnostic
    Zakaria Rguibi, Abdelmajid Hajami, Dya Zitouni · 2022 · Lecture notes on data engineering and communications technologies
  7. A Dimension Hybrid Framework for Multimodal Medical Image Segmentation
    Zichen Su, Guixia Kang · 2021 · International Academic Exchange Conference on Science and Technology Innovation (IAECST)
  8. AMB-Wnet: Embedding attention model in multi-bridge Wnet for exploring the mechanics of disease
    Chunxing Wang, Xiaodong Jiang, Zixuan Wang · 2022 · Gene Expression Patterns
  9. Multi-layer Feature Fusion Method with Fewer Connections for Fast Semantic Segmentation
    Jie Yuan, Zhaoyi Shi, Shuo Chen, Shaona Yu · 2021 · International Conference on Computer Science and Management Technology (ICCSMT)
  10. GAN-Based Super-Resolution And Segmentation Of Retinal Layers In Optical Coherence Tomography Scans
    Paria Jeihouni · 2022
  11. 2D UNET SEGMENTATION OF MITOCHONDRIA OF ELECTRON MICROSCOPY IMAGES
    2022 · International Research Journal of Modernization in Engineering Technology and Science
  12. Height Estimation from a Single SAR Image by Depth-Aware Proxyless Neural Architecture Search
    Xue Minglong, Jian Li, Luo Qingli · 2022 · 2022 7th International Conference on Signal and Image Processing (ICSIP)
  13. A Literature Review on Segmentation of Medical Images using U-Net and Other Techniques
    K Nagaraj, Niranjan Reddy, Ravula Akhilesh Reddy, Naga Swaroop S N, Mrs. T. Anitha · 2023 · INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT
  14. Classification Study of Breast Ultrasound Images Based on Machine Learning Algorithm
    俊豪 汪 · 2023 · Software Engineering and Applications
  15. Improving Aorta segmentation from phase contrast MRI using adaptive velocity-dependent weighting on the deep learning output for magnitude and phase images
    Mohamed A. Elbayumi, Samira Saraya, Tamer Basha" · 2022 · Computing in cardiology
  16. Comparison of Topologies Generated by Evolutionary Neural Architecture Search
    YongSuk Yoo, Manbok Park, Kang-Moon Park · 2023 · Applied Sciences
  17. Plant Disease Detection using Image Segmentation
    Mohit Sethi · 2023 · International Journal of Ayurveda and Herbal Research (IJAHR)
  18. MIS-Net: A Deep Residual Network Based on Memorised Pooling Indices for Medical Image Segmentation
    Emerson Nithiyaraj, Arivazhagan Selvaraj · 2023 · Communications in computer and information science
  19. GANASUNet: An Efficient Convolutional Neural Architecture for Segmenting Iron Ore Images
    Ada Cristina França da Silva, Omar Andrés Carmona Cortes · 2023 · Lecture notes in networks and systems
  20. Patching based Deep Learning approach for Retinal blood vessels segmentation
    Udit Garg, Prem Kumari Verma, Nagendra Singh · 2023 · Research Square
  21. QUANTUM-INSPIRED NEURAL ARCHITECTURE SEARCH APPLIED TO SEMANTIC SEGMENTATION
    GUILHERME BALDO CARLOS · 2023
  22. Myocardial Segmentation Algorithm of U-Net Network Based on Cardiac Ultrasound Images
    Yang Wang, Xin Shane Li, Yan Li · 2023 · Journal of Physics Conference Series
  23. A New Optimization Approach Based on Neural Architecture Search to Enhance Deep U-Net for Efficient Road Segmentation
    narges saeidizadeh esfahani, Seyed Mohammad Jafar Jalali, Burhan Khan · 2023 · SSRN Electronic Journal
  24. Dynamic inference using neural architecture search in medical image segmentation
    Dong Yang, Holger R. Roth, Xiaosong Wang · 2024 · Elsevier eBooks
  25. Auto-Picnn: Automated Machine Learning for Physics-Informed Convolutional Neural Networks
    Wanyun Zhou, Xiaowen Chu · 2024 · SSRN Electronic Journal
  26. Meta-Learning applied to Neural Architecture Search : Towards new interactive learning approaches for indexing and analyzing images from expert domains
    Gean Trindade Pereira · 2024 · Digital Library of Theses and Dissertations (Universidade de São Paulo)
  27. Pattern of Lung Injury in CT/HRCT Using Deep Learning Techniques
    Jency Thomas, N. G. Resmi, K. A. Fasila · 2024 · Lecture notes in networks and systems
  28. Exploration of ear biometrics with deep learning.
    Aimee Booysens · 2024
  29. Multiple subcellular localization combined 3DCellCapUnet model with label-free cell imaging method
    Guocheng Sun, Zhijun Guo, Kaitai Han, Chaojing Shi, Mengyuan Huang, Qianjin Guo · 2024 · Multimedia Tools and Applications
  30. Noise-Aware Extended U-Net With Split Encoder and Feature Refinement Module for Robust Speaker Verification in Noisy Environments
    Chan-yeong Lim, Jungwoo Heo, Ju-ho Kim · 2024 · IEEE Access
  31. PR U-Net: Feature Fusion and Progressive Supervision Strategy in Industrial Defect Segmentation
    新宇 王 · 2024 · Modeling and Simulation
  32. Federated Neural Architecture Search with Hierarchical Progressive Acceleration for Medical Image Segmentation
    Yu Wu, Hailong Fan, Weiqin Ying · 2024 · Lecture notes in computer science
  33. SCC-NET: segmentation of clinical cancer image for head and neck squamous cell carcinoma
    Chien‐Yu Huang, C.‐F. Tsai, Lisa Alice Hwang, Bor‐Hwang Kang, Yaoh-Shiang Lin, Hsing‐Hao Su, Guan‐Ting Shen, Jun-Wei Hsieh · 2024 · Journal of medical imaging
  34. Tiny satellites, big challenges: A feasibility study of machine vision pose estimation for PocketQubes during conjunctions
    Niki Sajjad, Andrew Price, Mehran Mirshams, Mathieu Salzmann · 2024 · Acta Astronautica
  35. Automated Deep Learning Models for Medical Image Segmentation and Denoising
    Chilukamari Rajesh, Ravichandra Sadam, Sushil Kumar · 2024
  36. The U-Net Model and it’s Variants: A Revolution in Medical Image Segmentation
    Gandharva Thite, Snehal Rathi, Vijayshri Nitin Khedkar · 2024 · Asian Conference on Innovation in Technology (ASIANCON)
  37. An Automatic Design Method for Dynamic Detection Networks of Industrial Surface Defects
    Zhenrong Wang, Weifeng Li, Jinghao Xie · 2024
  38. Attention Mechanisms vs. Frequency filters in Medical Image Segmentation: a Comparative Study
    Ismayl Labbihi, Othmane El Meslouhi, Mohamed Benaddy · 2024 · International Conference on Advances in Artificial Intelligence (ICAAI)
  39. NAS-Based Recursive Stage Partial Network (Rspnet) for Light-Weight Semantic Segmentation
    Yichun Wang, Jun‐Wei Hsieh, Yi-Kuan Hsieh, Chuan-Wang Chang · 2024 · International Computer Symposium
  40. Implantable Adaptive Cells: A Novel Enhancement for Pre-Trained U-Nets in Medical Image Segmentation
    Emil Benedykciuk, Marcin Denkowski, Grzegorz M. Wójcik · 2025 · SSRN Electronic Journal
  41. Border Feature Enhancement in Ultrasound Image Segmentation
    Xianghao Cui, Qingjing Fei, Ruixuan Li, Wen Xiong, Fang Yao Stephen Hou, Zhi Chen, Qi He · 2025 · IEEE Access
  42. Enhanced segmentation and classification for effective brain tumor diagnosis using atrous convolution based residual densenet with gated recurrent unit layer
    R.S. Rashika, Dahlia Sam, Kanya Nataraj, A. Gayathri · 2024 · Intelligent Decision Technologies
  43. TAFL: Task-Agnostic Feature Learner for Efficient Adaptation to Unseen Clinical Tasks Based on Whole-Slide Histopathological Images
    Yingli Zuo, Lianyu Wang, Jianxin Liu, Shichang Feng, Yulin Wang, Qi Zhu, Wei Shao, Daoqiang Zhang · 2025 · IEEE Transactions on Medical Imaging
  44. Detection of Multiple Sclerosis Using Deep Learning
    Ajitesh Singh, A. T., Alok Kumar · 2025
  45. A Comparative Study of Non-Optimized, Semi-Optimized, and Fully Optimized Hyper parameters in Deep Learning
    Hardeep Saini, Davinder Singh Saini · 2025 · International Conference on Signal Processing, Computing and Control (ISPCC)
  46. An Efficient Hand Gesture Recognition Framework for Sign Languages using Multiscale Attention-Based EfficientNetB7 and Optimization Techniques
    B. K. V. P. S. Mahalakshmi, S. Anuradha · 2025 · International Journal of Image and Graphics
  47. Improves Brain Skull Stripping Using Attention Residual Recurrent 3D U-Net
    Arwa Sabah Ridha, Ashwaq Talib Hashim · 2025 · Lecture notes in networks and systems
  48. Ultrasound Brachial Plexus Segmentation Using Attention U-Net
    Nasrul Humaimi Mahmood, Izzat Irfan Muhammad Adam, Chew Yee Hong · 2025 · World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany
  49. A Brief Perspective on Deep Learning Approaches for 2D Semantic Segmentation
    Shazia Sulemane, Nuno Fachada, João Pedro Matos-Carvalho · 2025 · Eng—Advances in Engineering
  50. EM-NAS: A Cell-Based Evolutionary Multi-scale Neural Architecture Search for Medical Image Segmentation
    Hanyu Zhang, Lixin Tang, Xiangman Song · 2025 · Genetic and Evolutionary Computation Conference Companion (GECCO Companion)
  51. Deforestation Detection in Forêt-des-Pins, Haiti with Otsu Thresholding and U-Net
    Sandro S. Louis, Jean E. Piou · 2025 · International Conference on Multimedia Computing, Networking and Applications (MCNA)
  52. CataractCLSNet: Adaptive GAN-Based Image Augmentation for Cataract Segmentation and Classification Model Using Deep Learning with Attention Mechanism
    N. Ramya, D. Hemavathi · 2025 · International Journal of Image and Graphics
  53. LUF-Net:A U-Net Based Medical Classification Model
    Yu Wang, Haoji Wang, ZhiLin Liu · 2025 · Signal Image and Video Processing
  54. Segment AnyNeuron
    Taha Razzaq, Ahmed Qazi, Asim Iqbal · 2025 · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
  55. Entropy-driven adaptive neural architecture search for cell segmentation on edge devices
    Yiwen Xu, Tariq Mahmood Khan, Yanming Zhu · 2025 · SSRN Electronic Journal
  56. Enhancing Fetal Health Assessment: Automated Head Circumference Measurement in Ultrasound Images via Deep Learning Segmentation
    Mohana Hari Mohan, Keshika Seeboruth, Muhammad Ehsan Rana, Umar Sunusi Umar, Tharshini Mohan, Seyedmostafa Safavi · 2025 · International Conference on Advancements in Smart, Secure and Intelligent Computing (ASSIC)
  57. A continuous encoding-based representation for efficient multi-fidelity multi-objective neural architecture search
    Zhao Wei, Chin Chun Ooi, Yew-Soon Ong · 2025 · Applied Soft Computing
  58. An intuitive IPT-IPA based deep learning approach for video compression techniques
    Mudhavath Ramesh Naik, Jayendra Kumar, Arvind R. Yadav · 2025 · Multimedia Tools and Applications
  59. Artificial intelligence in cancer imaging
    Mengjie Fang, Di Dong, Hui Hui, Zhenyu Liu, Yu An, Shuo Wang, Bingxi He, Lizhi Shao, Jie Tian · 2025 · Elsevier eBooks
  60. MSRNet: multi-Scale residual network for coal flotation froth image segmentation
    Xianwu Huang, Lingzhi Liao, Yusen Yan · 2025 · International Journal of Coal Preparation and Utilization
  61. Federated progressive evolutionary neural architecture search with three-phase acceleration for privacy-preserving medical image segmentation
    Yu Wu, Hailong Fan, Zekun Zhou · 2025 · Applied Soft Computing
  62. LMFA-UNet: A Lightweight Multi-Granularity Feature Adaptation UNet for Skin Lesion Segmentation
    Qizhou Huang, Fan Pan, Zhian Xu · 2025
  63. SAM-TransUnet: A framework for medical image segmentation combining TransUnet and automatic cueing information: methodology, optimization, and applications
    Si-Yu Qi, Xiang Pan · 2025 · International Joint Conference on Neural Networks (IJCNN)
  64. Additional file 1 of Self-supervised deep learning model for COVID-19 lung CT image segmentation highlighting putative causal relationship among age, underlying disease and COVID-19
    Daryl L. X. Fung, Liu, Qian, Judah Zammit, Leung, Carson Kai-Sang, Hu, Pingzhao · 2021 · Figshare
  65. AHU: Novel Attention Based Half-UNet for Left Ventricle MRI Segmentation
    Surbhi Verma, Hardeo Kumar Thakur, Mohit Agarwal · 2025 · Lecture notes in electrical engineering
  66. A two-branch information-enhanced multi-objective semantic segmentation network for echocardiographic images
    Yi Ding, Yong Zhang, Xiaoyong Zhang · 2025 · Pattern Analysis and Applications
  67. Investigating the Correlation Between Ocular Diseases for Retinal Layer Fractal Dimensions Analysis Using Multiclass Segmentation With Attention U‐Net
    M. Saranya, K.A. Sunitha, A. Asuntha · 2025 · International Journal of Imaging Systems and Technology
  68. Optimizing Brain Tumor Segmentation Networks Through Evolutionary Neural Architecture Search
    Farhana Yasmin, Mahade Hasan, Shahab Abdulla · 2025 · International Conference on Digital Image Computing: Techniques and Applications (DICTA)
  69. Implantable Adaptive Cells in U-Net Skip Connections: Low-Compute Retrofit for Medical Segmentation
    Emil Benedykciuk, Marcin Denkowski, Grzegorz M. Wójcik · 2026 · IEEE Access
  70. Multi-Objective Once-for-All Neural Architecture Search for Medical Image Segmentation
    Jiahong Wei, Bing Xue, Mengjie Zhang · 2026 · IEEE Transactions on Image Processing
  71. Accelerating Deep Learning Inference for Brain Tumor Segmentation: A Review of Architectures, Frameworks, and Clinical Translation
    Junyi He · 2026 · Journal of Computing and Electronic Information Management
  72. Karaciğer tümör segmentasyonu için veri füzyonunun ResUNet modeli üzerindeki etkisinin araştırılması
    Ümran Şeker Ertuğrul, Halife Kodaz, Onur İnan · 2026 · Gazi Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi
  73. Prior-constrained Convolutional Neural Networks for Medical Image Segmentation
    Rosana El Jurdi · 2021
  74. Optimizing deep learning : navigating the field of neural architecture search from theory to practice
    Meyssa Zouambi · 2023 · theses.fr (ABES)
  75. SenTumorNet: A Lightweight 3D U-Net Model for Brain Tumor Segmentation in Sub-Saharan African MRI Data
    Papa Seydou Wane, Abdourahamane Baldé, Guy Merlin Mbatchou et al. · 2026 · Lecture notes in computer science
  76. Meta-Learning applied to Neural Architecture Search : Towards new interactive learning approaches for indexing and analyzing images from expert domains
    Gean Trindade Pereira · 2024
  77. ModuleCNN: A modular framework for unified CNN architecture and hyperparameter optimization via metaheuristics in image classification
    Günay İlker, Özkan İni̇k · 2026 · Applied Soft Computing
  78. A longitudinally-consistent deep framework for joint subcortical segmentation and registration of infant brains
    Liangjun Chen, Zhengwang Wu, Fenqiang Zhao, Ya Pei Wang, Weili Lin, Li Wang, Gang Li · 2026 · Computerized Medical Imaging and Graphics
  79. Attention-Adaptive U-Net Architecture Search via Particle Swarm Optimization
    健 向 · 2026 · Computer Science and Application
  80. Adaptive Multi-Scale Training-Free Neural Architecture Search for Medical Image Segmentation in Robot-Assisted Surgery
    Teng Liu, Xiaoxue Sun, Hongpeng Wang · 2026 · Chinese Control and Decision Conference (CCDC)
  81. Efficient Deep Learning for Medical Image Segmentation: A Unified Cross-Paradigm Survey and Controlled Deployment Benchmark of CNN, Transformer, and Mamba Architectures
    Razan Alharith, Mugahed A. Al–antari, Kaleem Ullah Qasim, Zaid Al‐Huda, Yeong Hyeon Gu · 2026 · Archives of Computational Methods in Engineering
  82. Zero-Shot Neural Architecture Search for National-Scale Forest Segmentation From Sentinel-2 Imagery
    Gabriel Iuhasz, Marian Neagul · 2026 · IEEE Access
  83. An Evolutionary Neural Architecture Search Approach with Visual Interfacing Prototype for Semantic Image Segmentation
    Miriam Pescador‐Rojas, Kevin Uriel Manzano Rios, Kevin Jafet Moran Orozco · 2026 · Genetic and Evolutionary Computation Conference Companion (GECCO Companion)
  84. MPHASeg: A Lightweight NAS-Inspired Multi-Path Heterogeneous Architecture for Medical Image Segmentation
    Junhui Zha, Yong Chen · 2026
  85. Pseudo-label design as program search: An evolutionary framework for point-supervised nuclei segmentation
    Guoshuai Xu, Lingbo Zhang, Kai Zhang · 2026 · Pattern Recognition
  86. U-NET ARXITEKTURASI VA KONVOLYUTSIYA TARMOG‘IGA ASOSLANGAN BACHADON TASVIRLARINI SEGMENTATSIYALASH ORQALI MIOMANI ANIQLASH JARAYONI
    Shaxlo Sadullaeva, Зульфия Арипова, Maftuna Rajabova · 2022 · Eurasian Journal of Academic Research
  87. Comparison of Machine Learning Algorithms in Reproducing Real-Time Air Quality Forecast of a 3-D Air Quality Model over Southeastern U.S
    Yiyue Yang, Khanh Do, Yang Zhang · 2026 · SSRN Electronic Journal