RCED-UNet3+: Unleashing Residual Connections in Encoder-Decoder Architecture for Precise Lung Nodule Segmentation

被引：0
|
作者：
Raza, Sadaf [1 ]
Zia, Razia [1 ]
Usmani, Irfan Ahmed [2 ]
Waheed, Abeer [3 ]
机构：
[1] Faculty of Electrical and Computer Engineering, Sir Syed University of Engineering & Technology, Karachi,75300, Pakistan
[2] Department of Biomedical Engineering, Salim Habib University (Formerly Barrett Hodgson University), Karachi,74900, Pakistan
[3] Department of Computing Science, University of Alberta, Edmonton,AB,T6G 1A6, Canada
来源：
Traitement du Signal | 2024年 / 41卷 / 06期
关键词：
46;
D O I：
10.18280/ts.410623
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：3063 / 3073
相关论文
共 20 条
  • [1] Ghost-UNet: An Asymmetric Encoder-Decoder Architecture for Semantic Segmentation From Scratch
    Kazerouni, Iman Abaspur
    Dooly, Gerard
    Toal, Daniel
    IEEE ACCESS, 2021, 9 : 97457 - 97465
  • [2] FS-UNet: Mass segmentation in mammograms using an encoder-decoder architecture with feature strengthening
    Pi, Jiande
    Qi, Yunliang
    Lou, Meng
    Li, Xiaorong
    Wang, Yiming
    Xu, Chunbo
    Ma, Yide
    COMPUTERS IN BIOLOGY AND MEDICINE, 2021, 137
  • [3] A Bi-FPN-Based Encoder-Decoder Model for Lung Nodule Image Segmentation
    Annavarapu, Chandra Sekhara Rao
    Parisapogu, Samson Anosh Babu
    Keetha, Nikhil Varma
    Donta, Praveen Kumar
    Rajita, Gurindapalli
    DIAGNOSTICS, 2023, 13 (08)
  • [4] Semantic segmentation of retinal exudates using a residual encoder-decoder architecture in diabetic retinopathy
    Manan, Malik Abdul
    Jinchao, Feng
    Khan, Tariq M. M.
    Yaqub, Muhammad
    Ahmed, Shahzad
    Chuhan, Imran Shabir
    MICROSCOPY RESEARCH AND TECHNIQUE, 2023, 86 (11) : 1443 - 1460
  • [5] Brain Tumor Semantic Segmentation using Residual U-Net++ Encoder-Decoder Architecture
    Mokhtar, Mai
    Abdel-Galil, Hala
    Khoriba, Ghada
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2023, 14 (06) : 1110 - 1117
  • [6] EfficientUNet: Modified encoder-decoder architecture for the lung segmentation in chest x-ray images
    Agrawal, Tarun
    Choudhary, Prakash
    EXPERT SYSTEMS, 2022, 39 (08)
  • [7] Automatic skin lesion segmentation using attention residual U-Net with improved encoder-decoder architecture
    Rajdeep Kaur
    Sukhjeet Kaur
    Multimedia Tools and Applications, 2025, 84 (8) : 4315 - 4341
  • [8] DEEP PATCH-BASED PRIORS UNDER A FULLY CONVOLUTIONAL ENCODER-DECODER ARCHITECTURE FOR INTERSTITIAL LUNG DISEASE SEGMENTATION
    Vakalopoulou, M.
    Chassagnon, G.
    Paragios, N.
    Revel, M. -P.
    Zacharaki, E. I.
    2018 IEEE 15TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI 2018), 2018, : 855 - 858
  • [9] 3D Deep Residual Encoder-Decoder CNNS with Squeeze-and-Excitation for Brain Tumor Segmentation
    Yan, Kai
    Sun, Qiuchang
    Li, Ling
    Li, Zhicheng
    BRAINLESION: GLIOMA, MULTIPLE SCLEROSIS, STROKE AND TRAUMATIC BRAIN INJURIES (BRAINLES 2019), PT II, 2020, 11993 : 234 - 243
  • [10] Full-Resolution Lung Nodule Localization From Chest X-Ray Images Using Residual Encoder-Decoder Networks
    Horry, Michael J.
    Chakraborty, Subrata
    Pradhan, Biswajeet
    Paul, Manoranjan
    Zhu, Jing
    Barua, Prabal Datta
    Mir, Hasan Saeed
    Chen, Fang
    Zhou, Jianlong
    Acharya, U. Rajendra
    IEEE ACCESS, 2023, 11 : 143016 - 143036
12