"Bad News, You're Older Than Suspected" Can Deep Learning Estimate Biological Age From Chest Radiographs?

被引:1
|
作者
Motwani, Manish [1 ,2 ]
机构
[1] Manchester Univ NHS Fdn Trust, Manchester Heart Ctr, Manchester Royal Infirm, Manchester, Lancs, England
[2] Univ Manchester, Inst Cardiovasc Sci, Manchester, Lancs, England
关键词
biological age; cardiovascular risk prediction; chest radiographs; deep learning;
D O I
10.1016/j.jcmg.2021.02.005
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
引用
收藏
页码:2237 / 2239
页数:3
相关论文
共 11 条
  • [1] Deep Learning to Estimate Biological Age From Chest Radiographs
    Raghu, Vineet K.
    Weiss, Jakob
    Hoffmann, Udo
    Aerts, Hugo J. W. L.
    Lu, Michael T.
    JACC-CARDIOVASCULAR IMAGING, 2021, 14 (11) : 2226 - 2236
  • [2] Deep learning to estimate lung disease mortality from chest radiographs
    Jakob Weiss
    Vineet K. Raghu
    Dennis Bontempi
    David C. Christiani
    Raymond H. Mak
    Michael T. Lu
    Hugo J.W.L. Aerts
    Nature Communications, 14
  • [3] Deep learning to estimate lung disease mortality from chest radiographs
    Weiss, Jakob
    Raghu, Vineet K. K.
    Bontempi, Dennis
    Christiani, David C. C.
    Mak, Raymond H. H.
    Lu, Michael T. T.
    Aerts, Hugo J. W. L.
    NATURE COMMUNICATIONS, 2023, 14 (01)
  • [4] Deep Learning to Assess Cardiovascular Age From Chest Radiographs
    Raghu, Vineet
    Weiss, Jakob
    Hoffmann, Udo
    Aerts, Hugo
    Lu, Michael T.
    CIRCULATION, 2020, 142
  • [5] External Testing of a Deep Learning Model to Estimate Biologic Age Using Chest Radiographs
    Lee, Jong Hyuk
    Lee, Dongheon
    Lu, Michael T.
    Raghu, Vineet K.
    Goo, Jin Mo
    Choi, Yunhee
    Choi, Seung Ho
    Kim, Hyungjin
    RADIOLOGY-ARTIFICIAL INTELLIGENCE, 2024, 6 (05)
  • [6] Deep Learning to Estimate Cardiovascular Risk From Chest Radiographs -A Risk Prediction Study
    Weiss, Jakob
    Raghu, Vineet K.
    Paruchuri, Kaavya
    Zinzuwadia, Aniket
    Natarajan, Pradeep
    Aerts, Hugo J. W. L.
    Lu, Michael T.
    ANNALS OF INTERNAL MEDICINE, 2024, 177 (04) : 409 - 417
  • [7] Deep Learning to Estimate COVID-19 Mortality Risk from Chest Radiographs
    Raghu, Vineet
    Cheng, Alexander
    Singh, Sanjana
    Li, Matthew D.
    Zinzuwadia, Aniket
    Kalpathy-Cramer, Jayashree
    Lu, Michael T.
    CIRCULATION, 2021, 144
  • [8] Radiology “forensics”: determination of age and sex from chest radiographs using deep learning
    Paul H. Yi
    Jinchi Wei
    Tae Kyung Kim
    Jiwon Shin
    Haris I. Sair
    Ferdinand K. Hui
    Gregory D. Hager
    Cheng Ting Lin
    Emergency Radiology, 2021, 28 : 949 - 954
  • [9] Radiology "forensics": determination of age and sex from chest radiographs using deep learning
    Yi, Paul H.
    Wei, Jinchi
    Kim, Tae Kyung
    Shin, Jiwon
    Sair, Haris I.
    Hui, Ferdinand K.
    Hager, Gregory D.
    Lin, Cheng Ting
    EMERGENCY RADIOLOGY, 2021, 28 (05) : 949 - 954
  • [10] Deep Learning to Estimate Cardiovascular Risk From Chest Radiographs (vol 177, pg 409, 2024)
    Lam, Steven Ho Man
    Lip, Gregory Y. H.
    ANNALS OF INTERNAL MEDICINE, 2025, 178 (01) : JC4 - JC4