Simultaneous prediction of tumor microenvironment biomarkers from pathology slides using multi-task deep regression

被引：0
|
作者：
El Nahhas, Omar S.
Ligero, Marta
Kather, Jakob N.
机构：
来源：
CANCER RESEARCH | 2023年 / 84卷 / 06期
关键词：
D O I：
10.1158/1538-7445.AM2024-6191
中图分类号：
R73 [肿瘤学];
学科分类号：
100214 ;
摘要：
6191
引用
收藏
页数：2
相关论文
共 50 条
  • [21] A multi-task deep learning based vulnerability severity prediction method
    Shan, Chun
    Zhang, Ziyi
    Zhou, Siyi
    2023 IEEE 12TH INTERNATIONAL CONFERENCE ON CLOUD NETWORKING, CLOUDNET, 2023, : 307 - 315
  • [22] Multi-Task Deep Neural Networks for Multimodal Personality Trait Prediction
    Mujtaba, Dena F.
    Mahapatra, Nihar R.
    2021 INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND COMPUTATIONAL INTELLIGENCE (CSCI 2021), 2021, : 85 - 91
  • [23] Deep multi-task learning with relational attention for business success prediction
    Zhao, Jiejie
    Du, Bowen
    Sun, Leilei
    Lv, Weifeng
    Liu, Yanchi
    Xiong, Hui
    PATTERN RECOGNITION, 2021, 110
  • [24] Deep Multi-Task Learning for Joint Prediction of Heterogeneous Face Attributes
    Wang, Fang
    Han, Hu
    Shan, Shiguang
    Chen, Xilin
    2017 12TH IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC FACE AND GESTURE RECOGNITION (FG 2017), 2017, : 173 - 179
  • [25] Subspace Network: Deep Multi-Task Censored Regression for Modeling Neurodegenerative Diseases
    Sun, Mengying
    Baytas, Inci M.
    Zhan, Liang
    Wang, Zhangyang
    Zhou, Jiayu
    KDD'18: PROCEEDINGS OF THE 24TH ACM SIGKDD INTERNATIONAL CONFERENCE ON KNOWLEDGE DISCOVERY & DATA MINING, 2018, : 2259 - 2268
  • [26] Deep Cascaded Attention Network for Multi-task Brain Tumor Segmentation
    Xu, Hai
    Xie, Hongtao
    Liu, Yizhi
    Cheng, Chuandong
    Niu, Chaoshi
    Zhang, Yongdong
    MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2019, PT III, 2019, 11766 : 420 - 428
  • [27] Prediction of tunnel mechanical behaviour using multi-task deep learning under the external condition
    Du, Bowen
    Zou, Tao
    Ye, Junchen
    Tan, Xuyan
    Cheng, Ke
    Chen, Weizhong
    GEORISK-ASSESSMENT AND MANAGEMENT OF RISK FOR ENGINEERED SYSTEMS AND GEOHAZARDS, 2024, 18 (01) : 275 - 287
  • [28] Production quality prediction of multistage manufacturing systems using multi-task joint deep learning
    Wang, Pei
    Qu, Hai
    Zhang, Qianle
    Xu, Xun
    Yang, Sheng
    JOURNAL OF MANUFACTURING SYSTEMS, 2023, 70 : 48 - 68
  • [29] Simultaneous Action and Grasp Feasibility Prediction for Task and Motion Planning through Multi-Task Learning
    Bouhsain, Smail Ait
    Alami, Rachid
    Simeon, Thierry
    2023 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS, IROS, 2023, : 2042 - 2048
  • [30] SDAPNet: End-to-End Multi-task Simultaneous Detection and Prediction Network
    Ye, Shanding
    Yao, Han
    Wang, Wenfu
    Fu, Yongjian
    Pan, Zhijie
    2021 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2021,
12345