Whole slide histologic grading of breast cancer using convolutional neural networks.

被引：0
|
作者：
Demir, Gokhan
Iheme, Leonard O.
Solmaz, Gizem
Yazici, Cisem
Tokat, Fatma
Cayor, Sercan
Bozaba, Engin
Tekin, Muhammet Eren
Ozsoy, Gülsah
Ayalto, Samet
Kayhan, Cavit Kerem
Ince, Umit
Uzel, Burak
Kusetogullari, Huseyin
机构：
[1] Acibadem Maslak Hosp, Istanbul, Turkey
[2] Virasoft, Istanbul, Turkey
[3] Acobadem Med Fac, Istanbul, Turkey
[4] Ozel Camlik Hosp, Istanbul, Turkey
[5] Blekinge Inst Technol, Karlskrona, Sweden
来源：
JOURNAL OF CLINICAL ONCOLOGY | 2022年 / 40卷 / 16期
关键词：
D O I：
暂无
中图分类号：
R73 [肿瘤学];
学科分类号：
100214 ;
摘要：
e13607
引用
收藏
页数：1
相关论文
共 50 条
  • [1] Detection and classification of cancer in whole slide breast histopathology images using deep convolutional networks
    Gecer, Bads
    Aksoy, Selim
    Mercan, Ezgi
    Shapiro, Linda G.
    Weaver, Donald L.
    Elmore, Joann G.
    PATTERN RECOGNITION, 2018, 84 : 345 - 356
  • [2] Convolutional neural networks for whole slide image superresolution
    Mukherjee, Lopamudra
    Keikhosravi, Adib
    Bui, Dat
    Eliceiri, Kevin W.
    BIOMEDICAL OPTICS EXPRESS, 2018, 9 (11): : 5368 - 5386
  • [3] Nuclear Atypia Grading in Histopathological Images of Breast Cancer Using Convolutional Neural Networks
    Jafarbiglo, Sanaz Karimi
    Danyali, Habibollah
    Helfroush, Mohammad Sadegh
    2018 4TH IRANIAN CONFERENCE ON SIGNAL PROCESSING AND INTELLIGENT SYSTEMS (ICSPIS), 2018, : 89 - 93
  • [4] Context Aware Lung Cancer Annotation in Whole Slide Images Using Fully Convolutional Neural Networks
    Khanagha, Vahid
    Kardehdeh, Sanaz Aliari
    IMAGE ANALYSIS AND RECOGNITION (ICIAR 2019), PT II, 2019, 11663 : 345 - 352
  • [5] Head and Neck Cancer Detection in Digitized Whole-Slide Histology Using Convolutional Neural Networks
    Martin Halicek
    Maysam Shahedi
    James V. Little
    Amy Y. Chen
    Larry L. Myers
    Baran D. Sumer
    Baowei Fei
    Scientific Reports, 9
  • [6] Head and Neck Cancer Detection in Digitized Whole-Slide Histology Using Convolutional Neural Networks
    Halicek, Martin
    Shahedi, Maysam
    Little, James V.
    Chen, Amy Y.
    Myers, Larry L.
    Sumer, Baran D.
    Fei, Baowei
    SCIENTIFIC REPORTS, 2019, 9 (1)
  • [7] Graph Convolutional Neural Networks to Classify Whole Slide Images
    Konda, Roshan
    Wu, Hang
    Wang, May D.
    2020 IEEE 44TH ANNUAL COMPUTERS, SOFTWARE, AND APPLICATIONS CONFERENCE (COMPSAC 2020), 2020, : 754 - 758
  • [8] MULTIPLE INSTANCE LEARNING OF DEEP CONVOLUTIONAL NEURAL NETWORKS FOR BREAST HISTOPATHOLOGY WHOLE SLIDE CLASSIFICATION
    Das, Kausik
    Conjeti, Sailesh
    Roy, Abhijit Guha
    Chatterjee, Jyotirmoy
    Sheet, Debdoot
    2018 IEEE 15TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI 2018), 2018, : 578 - 581
  • [9] Utilizing Neural Networks for Follicular Lymphoma Grading on Whole Slide Imaging
    Chakrapani, Prithi
    Geneslaw, Luke
    Dogan, Ahmet
    Chalise, Sulov
    Li, Anyi
    Zhu, Menglei
    LABORATORY INVESTIGATION, 2024, 104 (03) : S1381 - S1382
  • [10] Cell Classification in ER-Stained Whole Slide Breast Cancer Images Using Convolutional Neural Network
    Jamaluddin, Mohammad F.
    Fauzi, Mohammad F. A.
    Abas, Fazly S.
    Lee, Jenny T. H.
    Khor, See Y.
    Teoh, Kean H.
    Looi, Lai M.
    2018 40TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2018, : 632 - 635
12345