Segmentation and analysis of breast cancer pathological images by an adaptive-sized hybrid neural network

被引:2
|
作者
Hasegawa, A [1 ]
Cullen, KJ [1 ]
Mun, SK [1 ]
机构
[1] GEORGETOWN UNIV,MED CTR,DEPT RADIOL,WASHINGTON,DC 20007
来源
关键词
neural networks; focused gradient filter; watersheds algorithm; binary segmentation; breast cancer; pathology image;
D O I
10.1117/12.237980
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
引用
收藏
页码:752 / 762
页数:11
相关论文
共 50 条
  • [21] MMUNet: Morphological feature enhancement network for colon cancer segmentation in pathological images
    Yuan, Haojun
    Chen, Lingna
    He, Xiaofeng
    Biomedical Signal Processing and Control, 2024, 91
  • [22] Hybrid Deep Neural Network for Brachial Plexus Nerve Segmentation in Ultrasound Images
    van Boxtel, Juul
    Vousten, Vincent
    Pluim, Josien
    Rad, Nastaran Mohammadian
    29TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO 2021), 2021, : 1246 - 1250
  • [23] Convolutional neural network initialized active contour model with adaptive ellipse fitting for nuclear segmentation on breast histopathological images
    Xu, Jun
    Gong, Lei
    Wang, Guanhao
    Lu, Cheng
    Gilmore, Hannah
    Zhang, Shaoting
    Madabhushi, Anant
    JOURNAL OF MEDICAL IMAGING, 2019, 6 (01)
  • [24] Attention guided neural ODE network for breast tumor segmentation in medical images
    Ru, Jintao
    Lu, Beichen
    Chen, Buran
    Shi, Jialin
    Chen, Gaoxiang
    Wang, Meihao
    Pan, Zhifang
    Lin, Yezhi
    Gao, Zhihong
    Zhou, Jiejie
    Liu, Xiaoming
    Zhang, Chen
    COMPUTERS IN BIOLOGY AND MEDICINE, 2023, 159
  • [25] Abnormality Detection and Segmentation in Breast Digital Mammography Images Using Neural Network
    Dutta, Nixon
    Chakraborty, Basabi
    PROCEEDINGS OF THE 11TH IEEE INTERNATIONAL CONFERENCE ON INTELLIGENT DATA ACQUISITION AND ADVANCED COMPUTING SYSTEMS: TECHNOLOGY AND APPLICATIONS (IDAACS'2021), VOL 2, 2021, : 841 - 846
  • [26] Hybrid Convolution Neural Network in Classification of Cancer in Histopathology Images
    S. Pitchumani Angayarkanni
    Journal of Digital Imaging, 2022, 35 : 248 - 257
  • [27] Hybrid Convolution Neural Network in Classification of Cancer in Histopathology Images
    Angayarkanni, S. Pitchumani
    JOURNAL OF DIGITAL IMAGING, 2022, 35 (02) : 248 - 257
  • [28] Combining Deep Learning with Traditional Features for Classification and Segmentation of Pathological Images of Breast Cancer
    He, Simin
    Ruan, Jun
    Long, Yi
    Wang, Jianlian
    Wu, Chenchen
    Ye, Guanglu
    Zhou, Jingfan
    Yue, Junqiu
    Zhang, Yanggeling
    2018 11TH INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN (ISCID), VOL 1, 2018, : 3 - 6
  • [29] Breast cancer segmentation of mammographics images using generative adversarial network
    Swathi N.
    Christy Bobby T.
    Biomedical Sciences Instrumentation, 2021, 57 (02) : 247 - 255
  • [30] Breast cancer pathological image classification based on a convolutional neural network
    Yu L.
    Xia Y.
    Yan Y.
    Wang P.
    Cao W.
    Harbin Gongcheng Daxue Xuebao/Journal of Harbin Engineering University, 2021, 42 (04): : 567 - 573