Tumor Identification and Grading on Histopathology Images Using Deep Learning

被引:0
|
作者
Mittal, Shachi [1 ]
Balla, Andre [2 ]
Pfister, Luke [3 ]
Stoean, Catalin [4 ]
Falahkheirkhah, Kianoush [3 ]
Bhargava, Rohit [3 ]
机构
[1] Univ Illinois, Champaign, IL USA
[2] Univ Illinois, Chicago, IL USA
[3] Univ Illinois, Urbana, IL USA
[4] Univ Craiova, Craiova, Romania
关键词
D O I
暂无
中图分类号
R36 [病理学];
学科分类号
100104 ;
摘要
1493
引用
收藏
页数:2
相关论文
共 50 条
  • [41] A deep learning based approach to detect IDC in histopathology images
    Isha Gupta
    Soumya Ranjan Nayak
    Sheifali Gupta
    Swati Singh
    K.D. Verma
    Abhishek Gupta
    Deo Prakash
    Multimedia Tools and Applications, 2022, 81 : 36309 - 36330
  • [42] Severity Grading of Ulcerative Colitis Using Endoscopy Images: An Ensembled Deep Learning and Transfer Learning Approach
    Mohapatra S.
    Jeji P.S.
    Pati G.K.
    Nayak J.
    Mishra M.
    Swarnkar T.
    Journal of The Institution of Engineers (India): Series B, 2025, 106 (1) : 295 - 314
  • [43] Deep learning predicts chromosomal instability from histopathology images
    Xu, Zhuoran
    Verma, Akanksha
    Naveed, Uska
    Bakhoum, Samuel F.
    Khosravi, Pegah
    Elemento, Olivier
    ISCIENCE, 2021, 24 (05)
  • [44] Application of Deep Learning in Histopathology Images of Breast Cancer: A Review
    Zhao, Yue
    Zhang, Jie
    Hu, Dayu
    Qu, Hui
    Tian, Ye
    Cui, Xiaoyu
    MICROMACHINES, 2022, 13 (12)
  • [45] A deep learning model for molecular label transfer that enables cancer cell identification from histopathology images
    Andrew Su
    HoJoon Lee
    Xiao Tan
    Carlos J. Suarez
    Noemi Andor
    Quan Nguyen
    Hanlee P. Ji
    npj Precision Oncology, 6
  • [46] A deep learning model for molecular label transfer that enables cancer cell identification from histopathology images
    Su, Andrew
    Lee, HoJoon
    Tan, Xiao
    Suarez, Carlos J.
    Andor, Noemi
    Nguyen, Quan
    Ji, Hanlee P.
    NPJ PRECISION ONCOLOGY, 2022, 6 (01)
  • [47] Characterizing Continual Learning Scenarios for Tumor Classification in Histopathology Images
    Kaustaban, Veena
    Ba, Qinle
    Bhattacharya, Ipshita
    Sobh, Nahil
    Mukherjee, Satarupa
    Martin, Jim
    Miri, Mohammad Saleh
    Guetter, Christoph
    Chaturvedi, Amal
    MEDICAL OPTICAL IMAGING AND VIRTUAL MICROSCOPY IMAGE ANALYSIS, MOVI 2022, 2022, 13578 : 177 - 187
  • [48] FABNet: Fusion Attention Block and Transfer Learning for Laryngeal Cancer Tumor Grading in P63 IHC Histopathology Images
    Huang, Pan
    Tan, Xiaoheng
    Zhou, Xiaoli
    Liu, Shuxian
    Mercaldo, Francesco
    Santone, Antonella
    IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2022, 26 (04) : 1696 - 1707
  • [49] COPD identification and grading based on deep learning of lung parenchyma and bronchial wall in chest CT images
    Zhang, Lin
    Jiang, Beibei
    Wisselink, Hendrik Joost
    Vliegenthart, Rozemarijn
    Xie, Xueqian
    BRITISH JOURNAL OF RADIOLOGY, 2022, 95 (1133):
  • [50] Computer-aided diagnosis system for grading brain tumor using histopathology images based on color and texture features
    Elazab, Naira
    Gab Allah, Wael
    Elmogy, Mohammed
    BMC MEDICAL IMAGING, 2024, 24 (01):