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
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
  • [31] Deep Learning-based Segmentation of Nerves and Pathological Structures in Corneal Confocal Microscopy Images of the Subbasal Nerve Plexus
    Zemborain, Zane
    Soifer, Matias
    Azar, Nadim
    Mousa, Hazem M.
    Perez, Victor L.
    Farsiu, Sina
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2022, 63 (07)
  • [32] MP-Net: Deep learning-based segmentation for fluorescence microscopy images of microplastics isolated from clams
    Park, Ho-min
    Park, Sanghyeon
    de Guzman, Maria Krishna
    Baek, Ji Yeon
    Velickovic, Tanja Cirkovic
    Van Messem, Arnout
    De Neve, Wesley
    PLOS ONE, 2022, 17 (06):
  • [33] Deep learning-based automatic segmentation of retinal cavitations on OCT images of MacTel2
    Loo, Jessica
    Cai, Cindy Xinji
    Chew, Emily
    Friedlander, Martin
    Jaffe, Glenn J.
    Farsiu, Sina
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2020, 61 (07)
  • [34] A deep learning-based and adaptive region proposal algorithm for semantic segmentation
    Taghizadeh, Maryam
    Chalechale, Abdolah
    APPLIED SOFT COMPUTING, 2024, 155
  • [35] Deep Learning-Based Robust Imaging Exploiting 2-D Array Compressive Measurement
    Pavel, Md Saidur R.
    Zhang, Yimin D.
    2022 56TH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS, AND COMPUTERS, 2022, : 1433 - 1437
  • [36] Combined Detection and Segmentation of Cell Nuclei in Microscopy Images Using Deep Learning
    Ram, Sundaresh
    Nguyen, Vicky T.
    Limesand, Kirsten H.
    Rodriguez, Jeffrey J.
    2020 IEEE SOUTHWEST SYMPOSIUM ON IMAGE ANALYSIS AND INTERPRETATION (SSIAI 2020), 2020, : 26 - 29
  • [37] 2-D Segmentation of Left Ventricle in Magnetic Resonance Images based on an Optical Flow Algorithm
    Ibarra, E. J.
    Medina, R.
    Garreau, M.
    2013 PAN AMERICAN HEALTH CARE EXCHANGES (PAHCE), 2013,
  • [38] Deep Learning-Based Pixel-Wise Lesion Segmentation on Oral Squamous Cell Carcinoma Images
    Martino, Francesco
    Bloisi, Domenico D.
    Pennisi, Andrea
    Fawakherji, Mulham
    Ilardi, Gennaro
    Russo, Daniela
    Nardi, Daniele
    Staibano, Stefania
    Merolla, Francesco
    APPLIED SCIENCES-BASEL, 2020, 10 (22): : 1 - 14
  • [39] 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):
  • [40] Deep Learning-Based Real-Time Crack Segmentation for Pavement Images
    Wenjun Wang
    Chao Su
    KSCE Journal of Civil Engineering, 2021, 25 : 4495 - 4506