Improving image labelling quality

被引：1
|
作者：
Day, Thomas G. [1 ,2 ]
Simpson, John M. [1 ,2 ]
Razavi, Reza [1 ,2 ]
Kainz, Bernhard [3 ,4 ]
机构：
[1] Guys & St Thomas NHS Fdn Trust, Dept Congenital Cardiol, Evelina London Childrens Healthcare, London, England
[2] Kings Coll London, Fac Life Sci & Med, Sch Biomed Engn & Imaging Sci, London, England
[3] Friedrich Alexander Univ Erlangen Nurnberg, Dept Artificial Intelligence Biomed Engn, Erlangen, Germany
[4] Imperial Coll London, Fac Engn, Dept Comp, London, England
来源：
NATURE MACHINE INTELLIGENCE | 2023年 / 5卷 / 04期
关键词：
D O I：
10.1038/s42256-023-00645-1
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
There is a continuing demand for high-quality, large-scale annotated datasets in medical imaging supported by machine learning. A new study investigates the importance of what type of instructions crowdsourced annotators receive.
引用
收藏
页码：335 / 336
页数：2
相关论文
共 50 条
  • [21] Are clickthroughs useful for image labelling?
    Ashman, Helen
    Antunovic, Michael
    Donner, Christoph
    Frith, Rebecca
    Rebelos, Eric
    Schmakeit, Jan-Felix
    Smith, Gavin
    Truran, Mark
    2009 IEEE/WIC/ACM INTERNATIONAL JOINT CONFERENCES ON WEB INTELLIGENCE (WI) AND INTELLIGENT AGENT TECHNOLOGIES (IAT), VOL 1, 2009, : 191 - +
  • [22] Image labelling in real conditions
    Chamizo, JMG
    Guilló, AF
    López, JA
    KYBERNETES, 2005, 34 (9-10) : 1587 - 1597
  • [23] Improving image quality in prostate MRI: the time is now
    Brembilla, Giorgio
    Giganti, Francesco
    EUROPEAN RADIOLOGY, 2024, 34 (05) : 3385 - 3386
  • [24] EVALUATING AND IMPROVING VIDEO-CODEC IMAGE QUALITY
    DENICOLAI, M
    ELECTRONIC DESIGN, 1995, 43 (14) : 81 - &
  • [25] Improving the motion-image quality of LCD TVs
    TV Design General Division, R and D Center, Chunehwa Picture Tubes, Ltd., No. 1 Huaying Rd., Lungtan Shiang, Taoyuan 325, Taiwan
    不详
    Inf Disp, 2006, 11 (20-24):
  • [26] Improving precision of objective image/video quality meters
    Behzadpour, Majid
    Ghanbari, Mohammad
    MULTIMEDIA TOOLS AND APPLICATIONS, 2023, 82 (03) : 4465 - 4478
  • [27] Improving the Image Quality of Spectral CT Volume Rendering
    Pan, Ning
    Liu, Hong
    de Ruiter, Niels
    Grasset, Raphael
    2009 24TH INTERNATIONAL CONFERENCE IMAGE AND VISION COMPUTING NEW ZEALAND (IVCNZ 2009), 2009, : 203 - +
  • [28] Improving MR Image Quality in Patients with Metallic Implants
    Lee, Elizabeth M.
    Ibrahim, El-Sayed H.
    Dudek, Nancy
    Lu, Jimmy C.
    Kalia, Vivek
    Runge, Mason
    Srinivasan, Ashok
    Stojanovska, Jadranka
    Agarwal, Prachi P.
    RADIOGRAPHICS, 2021, 41 (04) : E126 - E137
  • [29] A multiresolution approach for improving quality of image denoising algorithms
    Lukin, Alexey
    2006 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING, VOLS 1-13, 2006, : 2105 - 2108
  • [30] Improving precision of objective image/video quality meters
    Majid Behzadpour
    Mohammad Ghanbari
    Multimedia Tools and Applications, 2023, 82 : 4465 - 4478
12345