Multi-omics fusion for prediction of response to neoadjuvant therapy in breast cancer with external validation

被引：1
|
作者：
Li, Bao
Zhu, Teng
Liu, Zhenyu
Wang, Kun
Tian, Jie
机构：
来源：
CANCER RESEARCH | 2022年 / 82卷 / 04期
关键词：
D O I：
10.1158/1538-7445.SABCS21-P2-12-11
中图分类号：
R73 [肿瘤学];
学科分类号：
100214 ;
摘要：
P2-12-11
引用
收藏
页数：3
相关论文
共 50 条
  • [1] MSFN: a multi-omics stacked fusion network for breast cancer survival prediction
    Zhang, Ge
    Ma, Chenwei
    Yan, Chaokun
    Luo, Huimin
    Wang, Jianlin
    Liang, Wenjuan
    Luo, Junwei
    FRONTIERS IN GENETICS, 2024, 15
  • [2] Deep neural network aided multi-omics drug response prediction for breast cancer
    Vishnusankar, A.
    Unniyattil, Abhinav
    Haneem, E. M.
    Abinas, V.
    Nazeer, K. A. Abdul
    2022 IEEE 19TH INDIA COUNCIL INTERNATIONAL CONFERENCE, INDICON, 2022,
  • [3] Predicting Breast Cancer Survival Length with Multi-Omics Data Fusion
    Qi H.
    Jiang Y.
    Data Analysis and Knowledge Discovery, 2019, 3 (08) : 88 - 93
  • [4] Multi-omics approaches for biomarker discovery in predicting the response of esophageal cancer to neoadjuvant therapy: A multidimensional perspective
    Yang, Zhi
    Guan, Fada
    Bronk, Lawrence
    Zhao, Lina
    PHARMACOLOGY & THERAPEUTICS, 2024, 254
  • [5] Dynamic multi-omics integration modelto predict neoadjuvant therapy response in locally advanced rectal cancer
    Zhao, Y.
    Liu, Z.
    He, F.
    Yao, Q.
    Pei, F.
    Huang, J.
    ANNALS OF ONCOLOGY, 2024, 35 : S1448 - S1448
  • [6] A multi-view multi-omics model for cancer drug response prediction
    Zhijin Wang
    Ziyang Wang
    Yaohui Huang
    Longquan Lu
    Yonggang Fu
    Applied Intelligence, 2022, 52 : 14639 - 14650
  • [7] A multi-view multi-omics model for cancer drug response prediction
    Wang, Zhijin
    Wang, Ziyang
    Huang, Yaohui
    Lu, Longquan
    Fu, Yonggang
    APPLIED INTELLIGENCE, 2022, 52 (13) : 14639 - 14650
  • [8] The prediction of drug sensitivity by multi-omics fusion reveals the heterogeneity of drug response in pan-cancer
    Wang, Cong
    Zhang, Mengyan
    Zhao, Jiyun
    Li, Bin
    Xiao, Xingjun
    Zhang, Yan
    COMPUTERS IN BIOLOGY AND MEDICINE, 2023, 163
  • [9] Deep learning assisted multi-omics integration for survival and drug-response prediction in breast cancer
    Malik, Vidhi
    Kalakoti, Yogesh
    Sundar, Durai
    BMC GENOMICS, 2021, 22 (01)
  • [10] Deep learning assisted multi-omics integration for survival and drug-response prediction in breast cancer
    Vidhi Malik
    Yogesh Kalakoti
    Durai Sundar
    BMC Genomics, 22
12345