Deep Learning in Medicine

被引:3
|
作者
Heilbroner, Samuel P. [1 ]
Miotto, Riccardo [1 ,2 ]
机构
[1] Tempus Labs, Chicago, IL USA
[2] Tempus Labs, Chicago, IL 60654 USA
关键词
artificial intelligence and machine learning in nephrology series; deep learning;
D O I
10.2215/CJN.0000000000000080
中图分类号
R5 [内科学]; R69 [泌尿科学(泌尿生殖系疾病)];
学科分类号
1002 ; 100201 ;
摘要
引用
收藏
页码:397 / 399
页数:3
相关论文
共 50 条
  • [1] Deep Reinforcement Learning in Medicine
    Jonsson, Anders
    KIDNEY DISEASES, 2019, 5 (01) : 18 - 22
  • [2] Deep learning in systems medicine
    Wang, Haiying
    Pujos-Guillot, Estelle
    Comte, Blandine
    de Miranda, Joao Luis
    Spiwok, Vojtech
    Chorbev, Ivan
    Castiglione, Filippo
    Tieri, Paolo
    Watterson, Steven
    McAllister, Roisin
    Malaquias, Tiago de Melo
    Zanin, Massimiliano
    Rai, Taranjit Singh
    Zheng, Huiru
    BRIEFINGS IN BIOINFORMATICS, 2021, 22 (02) : 1543 - 1559
  • [3] Deep learning: shaping the medicine of tomorrow
    Vougas, Konstantinos
    Almpanis, Spyridon
    Gorgoulis, Vassilis
    MOLECULAR & CELLULAR ONCOLOGY, 2020, 7 (03)
  • [4] Deep learning and radiomics in precision medicine
    Parekh, Vishwa S.
    Jacobs, Michael A.
    EXPERT REVIEW OF PRECISION MEDICINE AND DRUG DEVELOPMENT, 2019, 4 (02): : 59 - 72
  • [5] Deep Reinforcement Learning for Medicine Recommendation
    Symeonidis, Panagiotis
    Chairistanidis, Stergios
    Zanker, Markus
    2022 IEEE 22ND INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOENGINEERING (BIBE 2022), 2022, : 85 - 90
  • [6] Applications of Deep Learning and Machine Learning in Computational Medicine
    Adiga, Rama
    Biswas, Titas
    Shyam, Perugu
    JOURNAL OF BIOCHEMICAL TECHNOLOGY, 2023, 14 (01) : 1 - 6
  • [7] Deep Learning in Medicine. Are We Ready?
    Ting, Daniel S. W.
    Rim, Tyler H.
    Choi, Yoon Seong
    Ledsam, Joseph R.
    ANNALS ACADEMY OF MEDICINE SINGAPORE, 2019, 48 (01) : 1 - 4
  • [8] Opportunities and obstacles for deep learning in biology and medicine
    Ching, Travers
    Himmelstein, Daniel S.
    Beaulieu-Jones, Brett K.
    Kalinin, Alexandr A.
    Do, Brian T.
    Way, Gregory P.
    Ferrero, Enrico
    Agapow, Paul-Michael
    Zietz, Michael
    Hoffman, Michael M.
    Xie, Wei
    Rosen, Gail L.
    Lengerich, Benjamin J.
    Israeli, Johnny
    Lanchantin, Jack
    Woloszynek, Stephen
    Carpenter, Anne E.
    Shrikumar, Avanti
    Xu, Jinbo
    Cofer, Evan M.
    Lavender, Christopher A.
    Turaga, Srinivas C.
    Alexandari, Amr M.
    Lu, Zhiyong
    Harris, David J.
    DeCaprio, Dave
    Qi, Yanjun
    Kundaje, Anshul
    Peng, Yifan
    Wiley, Laura K.
    Segler, Marwin H. S.
    Boca, Simina M.
    Swamidass, S. Joshua
    Huang, Austin
    Gitter, Anthony
    Greene, Casey S.
    JOURNAL OF THE ROYAL SOCIETY INTERFACE, 2018, 15 (141)
  • [9] Deep learning: from chemoinformatics to precision medicine
    Kim I.-W.
    Oh J.M.
    Journal of Pharmaceutical Investigation, 2017, 47 (4) : 317 - 323
  • [10] Deep learning for cardiovascular medicine: a practical primer
    Krittanawong, Chayakrit
    Johnson, Kipp W.
    Rosenson, Robert S.
    Wang, Zhen
    Aydar, Mehmet
    Baber, Usman
    Min, James K.
    Tang, W. H. Wilson
    Halperin, Jonathan L.
    Narayan, Sanjiv M.
    EUROPEAN HEART JOURNAL, 2019, 40 (25) : 2058 - +