Prediction of Relapse-free Survival of NSCLC Patients Through Multimodal Data Fusion Using Deep Learning Model

被引：0
|
作者：
Kim, H. R. [1 ]
Beck, K. [2 ]
Kang, J. H. [2 ]
Hong, H. [1 ]
机构：
[1] Seoul Womens Univ, Seoul, South Korea
[2] Catholic Univ Korea, Seoul St Marys Hosp, Coll Med, Seoul, South Korea
来源：
JOURNAL OF THORACIC ONCOLOGY | 2024年 / 19卷 / 10期
关键词：
Multimodal fusion; Deep-learning; relapse-free survival;
D O I：
暂无
中图分类号：
R73 [肿瘤学];
学科分类号：
100214 ;
摘要：
P4.07G.02
引用
收藏
页码：S387 / S387
页数：1
相关论文
共 50 条
  • [1] TransCDR: a deep learning model for enhancing the generalizability of drug activity prediction through transfer learning and multimodal data fusion
    Xia, Xiaoqiong
    Zhu, Chaoyu
    Zhong, Fan
    Liu, Lei
    BMC BIOLOGY, 2024, 22 (01)
  • [2] Soybean yield prediction from UAV using multimodal data fusion and deep learning
    Maimaitijiang, Maitiniyazi
    Sagan, Vasit
    Sidike, Paheding
    Hartling, Sean
    Esposito, Flavin
    Fritschi, Felix B.
    REMOTE SENSING OF ENVIRONMENT, 2020, 237
  • [3] Survival Prediction for Non-Small Cell Lung Cancer Based on Multimodal Fusion and Deep Learning
    Ma, Xiaopu
    Ning, Fei
    Xu, Xiaofeng
    Shan, Jiangdan
    Li, He
    Tian, Xiao
    Li, Shuai
    IEEE ACCESS, 2024, 12 : 123236 - 123249
  • [4] Multimodal data integration using deep learning predicts overall survival of patients with glioma
    Yuan, Yifan
    Zhang, Xuan
    Wang, Yining
    Li, Hongyan
    Qi, Zengxin
    Du, Zunguo
    Chu, Ying-Hua
    Feng, Danyang
    Hu, Jie
    Xie, Qingguo
    Song, Jianping
    Liu, Yuqing
    Cai, Jiajun
    VIEW, 2024, 5 (05)
  • [5] A Model of Normality Inspired Deep Learning Framework for Depression Relapse Prediction Using Audiovisual Data
    Othmani, Alice
    Zeghina, Assaad-Oussama
    Muzammel, Muhammad
    COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2022, 226
  • [6] A Survey on Deep Learning Methods for Cancer Diagnosis Using Multimodal Data Fusion
    M'Sabah, Chems Eddine Louahem
    Bouziane, Ahmed
    Ferdi, Youcef
    2021 INTERNATIONAL CONFERENCE ON E-HEALTH AND BIOENGINEERING (EHB 2021), 9TH EDITION, 2021,
  • [7] A Multifrequency Data Fusion Deep Learning Model for Carbon Price Prediction
    Xiao, Canran
    Liu, Yongmei
    JOURNAL OF FORECASTING, 2025, 44 (02) : 436 - 458
  • [8] Development of a clinical scoring model to predict the overall and relapse-free survival of patients with hepatocellular carcinoma following a hepatectomy
    Deng, Wanyu
    Chen, Fu
    Li, Yuanxiang
    Xu, Leibo
    MOLECULAR AND CLINICAL ONCOLOGY, 2023, 19 (05)
  • [9] Brain Tumor Segmentation and Survival Prediction Using Multimodal MRI Scans With Deep Learning
    Sun, Li
    Zhang, Songtao
    Chen, Hang
    Luo, Lin
    FRONTIERS IN NEUROSCIENCE, 2019, 13
  • [10] Multimodal data fusion enhanced deep learning prediction of crack path segmentation in CFRP composites
    Zhang, Peng
    Tang, Keke
    Chen, Guangxu
    Li, Jiangfeng
    Li, Yan
    COMPOSITES SCIENCE AND TECHNOLOGY, 2024, 257
12345