A deep learning-based algorithm for 2-D cell segmentation in microscopy images

被引：0
|
作者：
Yousef Al-Kofahi
Alla Zaltsman
Robert Graves
Will Marshall
Mirabela Rusu
机构：
[1] GE Global Research,Present address: Department of Radiology
[2] GE Healthcare,undefined
[3] Stanford University,undefined
来源：
BMC Bioinformatics | / 19卷
关键词：
Microscopy images; 2-D cells segmentation; Deep learning; Watershed 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
  • [41] Deep Learning-Based Super-Resolution Reconstruction and Segmentation of Photoacoustic Images
    Jiang, Yufei
    He, Ruonan
    Chen, Yi
    Zhang, Jing
    Lei, Yuyang
    Yan, Shengxian
    Cao, Hui
    APPLIED SCIENCES-BASEL, 2024, 14 (12):
  • [42] Deep Learning-Based Corpus Callosum Segmentation from Brain Images: A Review
    Sarma, Padmanabha
    Saranya, G.
    WIRELESS PERSONAL COMMUNICATIONS, 2024, 138 (02) : 685 - 700
  • [43] Deep Learning-Based Real-Time Crack Segmentation for Pavement Images
    Wang, Wenjun
    Su, Chao
    KSCE JOURNAL OF CIVIL ENGINEERING, 2021, 25 (12) : 4495 - 4506
  • [44] Optimizing Glaucoma Diagnosis with Deep Learning-Based Segmentation and Classification of Retinal Images
    Alkhaldi, Nora A.
    Alabdulathim, Ruqayyah E.
    APPLIED SCIENCES-BASEL, 2024, 14 (17):
  • [45] Deep learning-based automatic segmentation of images in cardiac radiography: A promising challenge
    Song, Yucheng
    Ren, Shengbing
    Lu, Yu
    Fu, Xianghua
    Wong, Kelvin K. L.
    COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2022, 220
  • [46] Deep learning-based pelvic levator hiatus segmentation from ultrasound images
    Huang, Zeping
    Qu, Enze
    Meng, Yishuang
    Zhang, Man
    Wei, Qiuwen
    Bai, Xianghui
    Zhang, Xinling
    EUROPEAN JOURNAL OF RADIOLOGY OPEN, 2022, 9
  • [47] Deep learning-based fully automatic segmentation of wrist cartilage in MR images
    Brui, Ekaterina
    Efimtcev, Aleksandr Y.
    Fokin, Vladimir A.
    Fernandez, Remi
    Levchuk, Anatoliy G.
    Ogier, Augustin C.
    Samsonov, Alexey A.
    Mattei, Jean P.
    Melchakova, Irina V.
    Bendahan, David
    Andreychenko, Anna
    NMR IN BIOMEDICINE, 2020, 33 (08)
  • [48] Automatic deep learning-based pleural effusion segmentation in lung ultrasound images
    Damjan Vukovic
    Andrew Wang
    Maria Antico
    Marian Steffens
    Igor Ruvinov
    Ruud JG van Sloun
    David Canty
    Alistair Royse
    Colin Royse
    Kavi Haji
    Jason Dowling
    Girija Chetty
    Davide Fontanarosa
    BMC Medical Informatics and Decision Making, 23
  • [49] Automatic deep learning-based pleural effusion segmentation in lung ultrasound images
    Vukovic, Damjan
    Wang, Andrew
    Antico, Maria
    Steffens, Marian
    Ruvinov, Igor
    van Sloun, Ruud J. G.
    Canty, David
    Royse, Alistair
    Royse, Colin
    Haji, Kavi
    Dowling, Jason
    Chetty, Girija
    Fontanarosa, Davide
    BMC MEDICAL INFORMATICS AND DECISION MAKING, 2023, 23 (01)
  • [50] Deep learning-based tumor segmentation of endoscopy images for rectal cancer patients
    Weishaupt, L.
    Antonacci, A. Thibodeau
    Garant, A.
    Singh, K.
    Miller, C.
    Vuong, T.
    Enger, S. A.
    RADIOTHERAPY AND ONCOLOGY, 2021, 161 : S773 - S775
12345