Risk score stratification of cutaneous melanomas based on whole slide images using deep learning.

被引:0
|
作者
Bossard, Celine
Salhi, Yahia
Quereux, Gaelle
Khammari, Amir
Salhi, Sanae
Lavoine, Eric
Chetritt, Jerome
机构
[1] IHP Grp, Pathol Dept, Nantes, France
[2] DiaDeep, Lyon, France
[3] Nantes Univ Hosp, Nantes, France
[4] Nantes Univ Hosp, Oncodermatol Dept, Nantes, France
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
e21573
引用
收藏
页数:1
相关论文
共 50 条
  • [1] Risk score stratification of cutaneous melanoma patients based on whole slide images analysis by deep learning
    Bossard, Celine
    Salhi, Yahia
    Khammari, Amir
    Brousseau, Maud
    Le Corre, Yannick
    Salhi, Sanae
    Quereux, Galle
    Chetritt, Jerome J.
    JOURNAL OF THE EUROPEAN ACADEMY OF DERMATOLOGY AND VENEREOLOGY, 2025,
  • [2] Deep learning-based risk stratification of preoperative breast biopsies using digital whole slide images
    Boissin, Constance
    Wang, Yinxi
    Sharma, Abhinav
    Weitz, Philippe
    Karlsson, Emelie
    Robertson, Stephanie
    Hartman, Johan
    Rantalainen, Mattias
    BREAST CANCER RESEARCH, 2024, 26 (01)
  • [3] Determination of biologic and prognostic feature scores from whole slide histology images using deep learning.
    Eminaga, Okyaz
    Abbas, Mahmoud
    Semjonow, Axel
    Brooks, James D.
    Rubin, Daniel
    JOURNAL OF CLINICAL ONCOLOGY, 2020, 38 (15)
  • [4] Deep learning-based classification and spatial prognosis risk score on whole-slide images of lung adenocarcinoma
    Ding, Hanlin
    Feng, Yipeng
    Huang, Xing
    Xu, Jijing
    Zhang, Te
    Liang, Yingkuan
    Wang, Hui
    Chen, Bing
    Mao, Qixing
    Xia, Wenjie
    Huang, Xiaocheng
    Xu, Lin
    Dong, Gaochao
    Jiang, Feng
    HISTOPATHOLOGY, 2023, 83 (02) : 211 - 228
  • [5] Deep learning with whole slide images can improve the prognostic risk stratification with stage III colorectal cancer
    Sun, Caixia
    Li, Bingbing
    Wei, Genxia
    Qiu, Weihao
    Li, Danyi
    Li, Xiangzhao
    Liu, Xiangyu
    Wei, Wei
    Wang, Shuo
    Liu, Zhenyu
    Tian, Jie
    Liang, Li
    COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2022, 221
  • [6] Risk stratification of squamous cell carcinoma using weakly supervised multitask learning of whole slide images
    Choudhary, A.
    Boudreaux, B.
    Bhullar, P.
    Nelson, S.
    Mangold, A. R.
    Iyer, R.
    JOURNAL OF INVESTIGATIVE DERMATOLOGY, 2022, 142 (08) : B6 - B6
  • [7] Deep Learning Classification of Colorectal Lesions Based on Whole Slide Images
    Soldatov, Sergey A.
    Pashkov, Danil M.
    Guda, Sergey A.
    Karnaukhov, Nikolay S.
    Guda, Alexander A.
    Soldatov, Alexander, V
    ALGORITHMS, 2022, 15 (11)
  • [8] Deep learning-based survival prediction for hepatocellular carcinoma using whole slide images
    Lee, Sung Hak
    Jang, Hyun-Jong
    CANCER RESEARCH, 2024, 84 (06)
  • [9] Classification of adenoid cystic carcinoma in whole slide images by using deep learning
    Fu, Yan
    Zhou, Fanlin
    Shi, Xu
    Wang, Long
    Li, Yu
    Wu, Jian
    Huang, Hong
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2023, 84
  • [10] Colon Tissues Classification and Localization in Whole Slide Images Using Deep Learning
    Gupta, Pushpanjali
    Huang, Yenlin
    Sahoo, Prasan Kumar
    You, Jeng-Fu
    Chiang, Sum-Fu
    Onthoni, Djeane Debora
    Chern, Yih-Jong
    Chao, Kuo-Yu
    Chiang, Jy-Ming
    Yeh, Chien-Yuh
    Tsai, Wen-Sy
    DIAGNOSTICS, 2021, 11 (08)