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
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
  • [21] A deep learning based multimodal fusion model for skin lesion diagnosis using smartphone collected clinical images and metadata
    Ou, Chubin
    Zhou, Sitong
    Yang, Ronghua
    Jiang, Weili
    He, Haoyang
    Gan, Wenjun
    Chen, Wentao
    Qin, Xinchi
    Luo, Wei
    Pi, Xiaobing
    Li, Jiehua
    FRONTIERS IN SURGERY, 2022, 9
  • [22] An efficient data fusion model based on Bayesian model averaging for robust water quality prediction using deep learning strategies
    Alizamir, Meysam
    Moradveisi, Kayhan
    Ahmed, Kaywan Othman
    Bahrami, Jamil
    Kim, Sungwon
    Heddam, Salim
    EXPERT SYSTEMS WITH APPLICATIONS, 2025, 261
  • [23] Multimodal Data-Driven Prediction of PEMFC Performance and Process Conditions Using Deep Learning
    Shin, Seoyoon
    Kim, Jiwon
    Lee, Seokhee
    Shin, Tae Ho
    Ryu, Ga-Ae
    IEEE ACCESS, 2024, 12 : 168030 - 168042
  • [24] Fusion of electronic health records and radiographic images for a multimodal deep learning prediction model of atypical femur fractures
    Schilcher, Jorg
    Nilsson, Alva
    Andlid, Oliver
    Eklund, Anders
    COMPUTERS IN BIOLOGY AND MEDICINE, 2024, 168
  • [25] Improving Urban Traffic Speed Prediction Using Data Source Fusion and Deep Learning
    Essien, Aniekan
    Petrounias, Ilias
    Sampaio, Pedro
    Sampaio, Sandra
    2019 IEEE INTERNATIONAL CONFERENCE ON BIG DATA AND SMART COMPUTING (BIGCOMP), 2019, : 331 - 338
  • [26] Deep Learning Prediction Model for Patient Survival Outcomes in Palliative Care Using Actigraphy Data and Clinical Information
    Huang, Yaoru
    Roy, Nidita
    Dhar, Eshita
    Upadhyay, Umashankar
    Kabir, Muhammad Ashad
    Uddin, Mohy
    Tseng, Ching-Li
    Syed-Abdul, Shabbir
    CANCERS, 2023, 15 (08)
  • [27] Breast Cancer Subtype by Imbalanced Omics Data through A Deep Learning Fusion Model
    Zeng, Jingwen
    Cai, Hongmin
    Akutsu, Tatsuya
    PROCEEDINGS OF 2020 10TH INTERNATIONAL CONFERENCE ON BIOSCIENCE, BIOCHEMISTRY AND BIOINFORMATICS (ICBBB 2020), 2020, : 78 - 83
  • [28] Deep learning prediction of survival in patients with heart failure using chest radiographs
    Jia, Han
    Liao, Shengen
    Zhu, Xiaomei
    Liu, Wangyan
    Xu, Yi
    Ge, Rongjun
    Zhu, Yinsu
    INTERNATIONAL JOURNAL OF CARDIOVASCULAR IMAGING, 2024, 40 (09) : 1891 - 1901
  • [29] DeepChannel: Robust Multimodal Outdoor Channel Model Prediction in LTE Networks Using Deep Learning
    Waheed, Mohamed Tharwat
    Fahmy, Yasmine
    Khattab, Ahmed
    IEEE ACCESS, 2022, 10 : 79289 - 79300
  • [30] Weed resistance assessment through airborne multimodal data fusion and deep learning: A novel approach towards sustainable agriculture
    Xia, Fulin
    Lou, Zhaoxia
    Sun, Deng
    Li, Hailong
    Quan, Longzhe
    INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2023, 120