Machine Learning Applications in Medical Image Analysis

被引:7
作者
El-Baz, Ayman [1 ]
Gimel'farb, Georgy [2 ]
Suzuki, Kenji [3 ]
机构
[1] Univ Louisville, Dept Bioengn, Louisville, KY 40292 USA
[2] Univ Auckland, Dept Comp Sci, Auckland, New Zealand
[3] Univ Chicago, Dept Radiol, Chicago, IL 60637 USA
关键词
D O I
10.1155/2017/2361061
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
引用
收藏
页数:2
相关论文
共 50 条
  • [21] Recent advances and clinical applications of deep learning in medical image analysis
    Chen, Xuxin
    Wang, Ximin
    Zhang, Ke
    Fung, Kar-Ming
    Thai, Theresa C.
    Moore, Kathleen
    Mannel, Robert S.
    Liu, Hong
    Zheng, Bin
    Qiu, Yuchen
    [J]. MEDICAL IMAGE ANALYSIS, 2022, 79
  • [22] Medical Image Analysis: Human and Machine
    Bryan, Robert Nick
    Davatzikos, Christos
    Herskovits, Edward H.
    Mohan, Suyash
    Rudie, Jeffrey D.
    Rauschecker, Andreas M.
    [J]. ACADEMIC RADIOLOGY, 2020, 27 (01) : 76 - 81
  • [23] Applications of Machine Learning in The Field of Medical Care
    Dou, Hanyue
    [J]. 2019 34RD YOUTH ACADEMIC ANNUAL CONFERENCE OF CHINESE ASSOCIATION OF AUTOMATION (YAC), 2019, : 181 - 184
  • [24] A survey on machine learning based brain retrieval algorithms in medical image analysis
    Sharma, Arpit Kumar
    Nandal, Amita
    Dhaka, Arvind
    Dixit, Rahul
    [J]. HEALTH AND TECHNOLOGY, 2020, 10 (06) : 1359 - 1373
  • [25] Machine learning for epigenetics and future medical applications
    Holder, Lawrence B.
    Haque, M. Muksitul
    Skinner, Michael K.
    [J]. EPIGENETICS, 2017, 12 (07) : 505 - 514
  • [26] A survey on machine learning based brain retrieval algorithms in medical image analysis
    Arpit Kumar Sharma
    Amita Nandal
    Arvind Dhaka
    Rahul Dixit
    [J]. Health and Technology, 2020, 10 : 1359 - 1373
  • [27] Denoising and segmentation in medical image analysis: A comprehensive review on machine learning and deep learning approaches
    Ravi Ranjan Kumar
    Rahul Priyadarshi
    [J]. Multimedia Tools and Applications, 2025, 84 (12) : 10817 - 10875
  • [28] Evolution of machine learning applications in medical and healthcare analytics research: A bibliometric analysis
    Ajibade, Samuel-Soma M.
    Alhassan, Gloria Nnadwa
    Zaidi, Abdelhamid
    Oki, Olukayode Ayodele
    Awotunde, Joseph Bamidele
    Ogbuju, Emeka
    Akintoye, Kayode A.
    [J]. INTELLIGENT SYSTEMS WITH APPLICATIONS, 2024, 24
  • [29] Face Image Analysis Using Machine Learning: A Survey on Recent Trends and Applications
    Siddiqi, Muhammad Hameed
    Khan, Khalil
    Khan, Rehan Ullah
    Alsirhani, Amjad
    [J]. ELECTRONICS, 2022, 11 (08)
  • [30] A Comparative Review on Image Analysis with Machine Learning for Extended Reality (XR) Applications
    Vijayakumar, P.
    Dilliraj, E.
    [J]. UBIQUITOUS INTELLIGENT SYSTEMS, 2022, 302 : 307 - 328