Prediction of pathway-omics signature of histopathology images via attention-based deep learning in lung adenocarcinoma and squamous cell carcinoma

被引：0
|
作者：
Chen, Han-Ru
Phan, Nam Nhut
Lu, Tzu-Pin
Lai, Liang-Chuan
Tsai, Mong-Hsun
Chattopadhyay, Amrita
Chuang, Eric Y.
机构：
来源：
CANCER RESEARCH | 2023年 / 83卷 / 07期
关键词：
D O I：
10.1158/1538-7445.AM2023-3177
中图分类号：
R73 [肿瘤学];
学科分类号：
100214 ;
摘要：
3177
引用
收藏
页数：2
相关论文
共 50 条
  • [21] Classification and Mutation Prediction from Non-Small Cell Lung Cancer Histopathology Images Using Deep Learning
    Ocampo, P.
    Moreira, A.
    Coudray, N.
    Sakellaropoulos, T.
    Narula, N.
    Snuderl, M.
    Fenyo, D.
    Razavian, N.
    Tsirigos, A.
    JOURNAL OF THORACIC ONCOLOGY, 2018, 13 (10) : S562 - S562
  • [22] Classification and mutation prediction from non-small cell lung cancer histopathology images using deep learning
    Coudray, Nicolas
    Ocampo, Paolo Santiago
    Sakellaropoulos, Theodore
    Narula, Navneet
    Snuderl, Matija
    Fenyo, David
    Moreira, Andre L.
    Razavian, Narges
    Tsirigos, Aristotelis
    NATURE MEDICINE, 2018, 24 (10) : 1559 - +
  • [23] Enhanced Early Detection of Oral Squamous Cell Carcinoma via Transfer Learning and Ensemble Deep Learning on Histopathological Images
    Kaur, Gurjot
    Gupta, Sheifali
    Ibrahim, Ashraf Osman
    Bharany, Salil
    Elghazawy, Marwa Anwar Ibrahim
    Osman, Hadia Abdelgader
    Ahmed, Ali
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2024, 15 (09) : 766 - 776
  • [24] Hippo Pathway Core Genes Based Prognostic Signature and Immune Infiltration Patterns in Lung Squamous Cell Carcinoma
    Gu, Chang
    Chen, Jiafei
    Dang, Xuening
    Chen, Chunji
    Huang, Zhenyu
    Shen, Weidong
    Shi, Xin
    Dai, Chenyang
    Chen, Chang
    FRONTIERS IN ONCOLOGY, 2021, 11
  • [25] A Comparative Texture Analysis Based on NECT and CECT Images to Differentiate Lung Adenocarcinoma from Squamous Cell Carcinoma
    Liu, Han
    Jing, Bin
    Han, Wenjuan
    Long, Zhuqing
    Mo, Xiao
    Li, Haiyun
    JOURNAL OF MEDICAL SYSTEMS, 2019, 43 (03)
  • [26] A Comparative Texture Analysis Based on NECT and CECT Images to Differentiate Lung Adenocarcinoma from Squamous Cell Carcinoma
    Han Liu
    Bin Jing
    Wenjuan Han
    Zhuqing Long
    Xiao Mo
    Haiyun Li
    Journal of Medical Systems, 2019, 43
  • [27] Deep Learning Based on Computed Tomography Predicts Response to Chemoimmunotherapy in Lung Squamous Cell Carcinoma
    Peng, Jie
    Xie, Baowen
    Ma, Honglian
    Wang, Rui
    Hu, Xiao
    Huang, Zhongjun
    AGING AND DISEASE, 2024,
  • [28] Prediction of PD-L1 tumor positive score in lung squamous cell carcinoma with H&E staining images and deep learning
    Wang, Qiushi
    Deng, Xixiang
    Huang, Pan
    Ma, Qiang
    Zhao, Lianhua
    Feng, Yangyang
    Wang, Yiying
    Zhao, Yuan
    Chen, Yan
    Zhong, Peng
    He, Peng
    Ma, Mingrui
    Feng, Peng
    Xiao, Hualiang
    FRONTIERS IN ARTIFICIAL INTELLIGENCE, 2024, 7
  • [29] Deep learning prediction of yields of fluid catalytic cracking via differential evolutionary dual-stage attention-based LSTM
    He, Ge
    Luo, Lei
    Zhou, Li
    Dai, Yiyang
    Ji, Xu
    Guo, Chao
    Lu, Zhaopeng
    FUEL, 2024, 370
  • [30] Genetic mutation and biological pathway prediction based on whole slide images in breast carcinoma using deep learning
    Hui Qu
    Mu Zhou
    Zhennan Yan
    He Wang
    Vinod K. Rustgi
    Shaoting Zhang
    Olivier Gevaert
    Dimitris N. Metaxas
    npj Precision Oncology, 5
12345