Znet: Deep Learning Approach for 2D MRI Brain Tumor Segmentation

被引:0
|
作者
Ottom, Mohammad Ashraf [1 ,2 ]
Rahman, Hanif Abdul [2 ,3 ]
Dinov, Ivo D. [2 ]
机构
[1] Yarmouk University, Department Of Information Systems, Irbid,21163, Jordan
[2] University Of Michigan, Statistics Online Computational Resource, Departments Of Health Behavior And Biological Sciences And Computational Medicine And Bioinformatics, Ann Arbor,MI,48109, United States
[3] Paprsb Institute Of Health Sciences, Universiti Brunei Darussalam, Gadong,BE1410, Brunei
关键词
Augmentation - Brain modeling - Brain tumors - Computational modelling - Deep learning - Images segmentations - Medical diagnostic imaging - Neural-networks - Region segmentation;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [1] Znet: Deep Learning Approach for 2D MRI Brain Tumor Segmentation
    Ottom, Mohammad Ashraf
    Rahman, Hanif Abdul
    Dinov, Ivo D.
    IEEE JOURNAL OF TRANSLATIONAL ENGINEERING IN HEALTH AND MEDICINE, 2022, 10
  • [2] Deep Learning Based Ensemble Approach for 3D MRI Brain Tumor Segmentation
    Tien-Bach-Thanh Do
    Dang-Linh Trinh
    Minh-Trieu Tran
    Lee, Guee-Sang
    Kim, Soo-Hyung
    Yang, Hyung-Jeong
    BRAINLESION: GLIOMA, MULTIPLE SCLEROSIS, STROKE AND TRAUMATIC BRAIN INJURIES, BRAINLES 2021, PT II, 2022, 12963 : 210 - 221
  • [3] Toward Enhanced Brain Tumor Segmentation in MRI: An Ensemble Deep Learning Approach
    Nassar, Shaimaa E.
    Elnakib, Ahmed
    Abdallah, Abdallah S.
    El-Azim, Mohamed A.
    2024 IEEE CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING, CCECE 2024, 2024, : 483 - 488
  • [4] Machine learning and deep learning for brain tumor MRI image segmentation
    Khan, Md Kamrul Hasan
    Guo, Wenjing
    Liu, Jie
    Dong, Fan
    Li, Zoe
    Patterson, Tucker A.
    Hong, Huixiao
    EXPERIMENTAL BIOLOGY AND MEDICINE, 2023, 248 (21) : 1974 - 1992
  • [5] A Deep Learning Architecture for Brain Tumor Segmentation in MRI Images
    Shreyas, V.
    Pankajakshan, Vinod
    2017 IEEE 19TH INTERNATIONAL WORKSHOP ON MULTIMEDIA SIGNAL PROCESSING (MMSP), 2017,
  • [6] Brain Tumor Segmentation Using Deep Learning on MRI Images
    Mostafa, Almetwally M.
    Zakariah, Mohammed
    Aldakheel, Eman Abdullah
    DIAGNOSTICS, 2023, 13 (09)
  • [7] A Symmetrical Approach to Brain Tumor Segmentation in MRI Using Deep Learning and Threefold Attention Mechanism
    Rahman, Ziaur
    Zhang, Ruihong
    Bhutto, Jameel Ahmed
    SYMMETRY-BASEL, 2023, 15 (10):
  • [8] A Systematic Approach for MRI Brain Tumor Localization and Segmentation Using Deep Learning and Active Contouring
    Gunasekara, Shanaka Ramesh
    Kaldera, H. N. T. K.
    Dissanayake, Maheshi B.
    JOURNAL OF HEALTHCARE ENGINEERING, 2021, 2021
  • [9] Brain Tumor Segmentation on Multimodal 3D-MRI using Deep Learning Method
    Wu, Peicheng
    Chang, Qing
    2020 13TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, BIOMEDICAL ENGINEERING AND INFORMATICS (CISP-BMEI 2020), 2020, : 635 - 639
  • [10] A Feasibility Study on Deep Learning Based Brain Tumor Segmentation Using 2D Ellipse Box Areas
    Ali, Muhaddisa Barat
    Bai, Xiaohan
    Gu, Irene Yu-Hua
    Berger, Mitchel S.
    Jakola, Asgeir Store
    SENSORS, 2022, 22 (14)