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
  • [21] Deep learning-based Pulmonary Arterial Segmentation in Computed Tomography Images
    Merchan, Mishell
    Suarez, Juan
    Pertuz, Said
    2024 XXIV SYMPOSIUM OF IMAGE, SIGNAL PROCESSING, AND ARTIFICIAL VISION, STSIVA 2024, 2024,
  • [22] Deep learning-based semantic segmentation of remote sensing images: a review
    Lv, Jinna
    Shen, Qi
    Lv, Mingzheng
    Li, Yiran
    Shi, Lei
    Zhang, Peiying
    FRONTIERS IN ECOLOGY AND EVOLUTION, 2023, 11
  • [23] Robust deep learning-based semantic organ segmentation in hyperspectral images
    Seidlitz, Silvia
    Sellner, Jan
    Odenthal, Jan
    Oezdemir, Berkin
    Studier-Fischer, Alexander
    Knoedler, Samuel
    Ayala, Leonardo
    Adler, Tim J.
    Kenngott, Hannes G.
    Tizabi, Minu
    Wagner, Martin
    Nickel, Felix
    Mueller-Stich, Beat P.
    Maier-Hein, Lena
    MEDICAL IMAGE ANALYSIS, 2022, 80
  • [24] Deep Learning-Based Segmentation of the Atherosclerotic Carotid Plaque in Ultrasonic Images
    Liapi, Georgia D.
    Kyriacou, Efthyvoulos
    Loizou, Christos P.
    Panayides, Andreas S.
    Pattichis, Constantinos S.
    Nicolaides, Andrew N.
    ARTIFICIAL INTELLIGENCE APPLICATIONS AND INNOVATIONS. AIAI 2022 IFIP WG 12.5 INTERNATIONAL WORKSHOPS, 2022, 652 : 187 - 198
  • [25] Deep Learning-Based Detection and Segmentation for BVS Struts in IVOCT Images
    Cao, Yihui
    Lu, Yifeng
    Jin, Qinhua
    Jing, Jing
    Chen, Yundai
    Li, Jianan
    Zhu, Rui
    INTRAVASCULAR IMAGING AND COMPUTER ASSISTED STENTING AND LARGE-SCALE ANNOTATION OF BIOMEDICAL DATA AND EXPERT LABEL SYNTHESIS, 2018, 11043 : 55 - 63
  • [26] Deep Learning-Based Segmentation Method for Brain Tumor in MR Images
    Xiao, Zhe
    Huang, Ruohan
    Ding, Yi
    Lan, Tian
    Dong, RongFeng
    Qin, Zhiguang
    Zhang, Xinjie
    Wang, Wei
    2016 IEEE 6TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL ADVANCES IN BIO AND MEDICAL SCIENCES (ICCABS), 2016,
  • [27] A novel deep learning-based diagnostic algorithm for detection and segmentation of amyloid in digital whole slide images
    Azam, A.
    Bashir, S.
    Khurram, S. A.
    Snead, D.
    Rajpoot, N.
    VIRCHOWS ARCHIV, 2020, 477 : S214 - S214
  • [28] deep learning-based automatic segmentation of rectal tumors in endoscopy images
    Thibodeau-Antonacci, A.
    Weishaupt, L.
    Garant, A.
    Miller, C.
    Vuong, T.
    Nicolai, P.
    Enger, S.
    RADIOTHERAPY AND ONCOLOGY, 2023, 182 : S1327 - S1329
  • [29] Deep Learning-Based Segmentation of Trypanosoma cruzi Nests in Histopathological Images
    Hevia-Montiel, Nidiyare
    Haro, Paulina
    Guillermo-Cordero, Leonardo
    Perez-Gonzalez, Jorge
    ELECTRONICS, 2023, 12 (19)
  • [30] Streamlining deep-learning-based segmentation methods for microscopy images
    Dunster, Gideon
    Viana, Matheus Palhares
    Rafelski, Susanne M.
    BIOPHYSICAL JOURNAL, 2024, 123 (03) : 430A - 431A