Transformers, codes and labels: large language modelling for natural language processing in clinical radiology

被引:3
作者
Remedios, Denis [1 ]
Remedios, Alex [2 ]
机构
[1] Northwick Pk Hosp & Clin Res Ctr, Harrow HA1 3UJ, England
[2] Treebeardtech, London, England
关键词
D O I
10.1007/s00330-023-09566-4
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
引用
收藏
页码:4226 / 4227
页数:2
相关论文
共 9 条
  • [1] Bain E, 2023, USE AI ESSAY WRITER
  • [2] Briggs J, 2021, DATA SCI
  • [3] Automated deep learning design for medical image classification by health-care professionals with no coding experience: a feasibility study
    Faes, Livia
    Wagner, Siegfried K.
    Fu, Dun Jack
    Liu, Xiaoxuan
    Korot, Edward
    Ledsam, Joseph R.
    Back, Trevor
    Chopra, Reena
    Pontikos, Nikolas
    Kern, Christoph
    Moraes, Gabriella
    Schmid, Martin K.
    Sim, Dawn
    Balaskas, Konstantinos
    Bachmann, Lucas M.
    Denniston, Alastair K.
    Keane, Pearse A.
    [J]. LANCET DIGITAL HEALTH, 2019, 1 (05): : E232 - E242
  • [4] Mazzeschi M, 2021, DATA SCI
  • [5] Transformer-based structuring of free-text radiology report databases
    Nowak, S.
    Biesner, D.
    Layer, Y. C.
    Theis, M.
    Schneider, H.
    Block, W.
    Wulff, B.
    Attenberger, U. I.
    Sifa, R.
    Sprinkart, A. M.
    [J]. EUROPEAN RADIOLOGY, 2023, 33 (06) : 4228 - 4236
  • [6] Improving the accuracy of medical diagnosis with causal machine learning
    Richens, Jonathan G.
    Lee, Ciaran M.
    Johri, Saurabh
    [J]. NATURE COMMUNICATIONS, 2020, 11 (01)
  • [7] ChatGPT and Other Large Language Models Are Double-edged Swords
    Shen, Yiqiu
    Heacock, Laura
    Elias, Jonathan
    Hentel, Keith D.
    Reig, Beatriu
    Shih, George
    Moy, Linda
    [J]. RADIOLOGY, 2023, 307 (02)
  • [8] Vaswani Ashish, 2017, PROC 31 INT C NEURAL, DOI DOI 10.48550/ARXIV.1706.03762
  • [9] Polar labeling: silver standard algorithm for training disease classifiers
    Wagholikar, Kavishwar B.
    Estiri, Hossein
    Murphy, Marykate
    Murphy, Shawn N.
    [J]. BIOINFORMATICS, 2020, 36 (10) : 3200 - 3206