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
  • [1] A deep learning-based algorithm for 2-D cell segmentation in microscopy images
    Al-Kofahi, Yousef
    Zaltsman, Alla
    Graves, Robert
    Marshall, Will
    Rusu, Mirabela
    BMC BIOINFORMATICS, 2018, 19
  • [2] Test-time augmentation for deep learning-based cell segmentation on microscopy images
    Nikita Moshkov
    Botond Mathe
    Attila Kertesz-Farkas
    Reka Hollandi
    Peter Horvath
    Scientific Reports, 10
  • [3] Test-time augmentation for deep learning-based cell segmentation on microscopy images
    Moshkov, Nikita
    Mathe, Botond
    Kertesz-Farkas, Attila
    Hollandi, Reka
    Horvath, Peter
    SCIENTIFIC REPORTS, 2020, 10 (01)
  • [4] Deep Learning-Based Instance Segmentation of Neural Progenitor Cell Nuclei in Fluorescence Microscopy Images
    Perez, Gabriel
    Cecilia Russo, Claudia
    Laura Palumbo, Maria
    David Moroni, Alejandro
    CLOUD COMPUTING, BIG DATA AND EMERGING TOPICS, JCC-BD&ET 2024, 2025, 2189 : 17 - 29
  • [5] Research on Deep Learning-based Semantic Segmentation Algorithm for UAV Images
    Yan, Qiang
    Cheng, Guojian
    PROCEEDINGS OF 2023 7TH INTERNATIONAL CONFERENCE ON ELECTRONIC INFORMATION TECHNOLOGY AND COMPUTER ENGINEERING, EITCE 2023, 2023, : 1579 - 1584
  • [6] A Survey on Deep Learning-based Architectures for Semantic Segmentation on 2D Images
    Ulku, Irem
    Akagunduz, Erdem
    APPLIED ARTIFICIAL INTELLIGENCE, 2022, 36 (01)
  • [7] Author Correction: Test-time augmentation for deep learning-based cell segmentation on microscopy images
    Nikita Moshkov
    Botond Mathe
    Attila Kertesz-Farkas
    Reka Hollandi
    Peter Horvath
    Scientific Reports, 11
  • [8] Model-based graph segmentation in 2-D fluorescence microscopy images
    Abreu, A.
    Frenois, F-X.
    Valitutti, S.
    Brousset, P.
    Denefle, P.
    Naegel, B.
    Wemmert, C.
    2018 24TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), 2018, : 3844 - 3849
  • [9] Cell Segmentation of 2D Phase-Contrast Microscopy Images with Deep Learning Method
    Ayanzadeh, Aydin
    Yagar, Huseyin Onur
    Ozuysal, Ozden Yalcin
    Okvur, Devrim Pesen
    Toreyin, Behcet Ugur
    Unay, Devrim
    Onal, Sevgi
    2019 MEDICAL TECHNOLOGIES CONGRESS (TIPTEKNO), 2019, : 86 - 89
  • [10] A Deep Learning-Based Image Semantic Segmentation Algorithm
    Shen, Chaoqun
    Sun, Zhongliang
    JOURNAL OF INFORMATION PROCESSING SYSTEMS, 2023, 19 (01): : 98 - 108
12345