Lung Cancer Detection Using CT Scan Images: A Review on Various Image Processing Techniques

被引:12
|
作者
Thabsheera, A. P. Ayshath [1 ]
Thasleema, T. M. [1 ]
Rajesh, R. [1 ]
机构
[1] Cent Univ Kerala, Dept Comp Sci, Kasaragod, Kerala, India
来源
关键词
CT; Image enhancement; Segmentation;
D O I
10.1007/978-981-13-2514-4_34
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
These days, image processing techniques are most common in diverse medical applications for the early diagnosis and treatment, predominantly in cancer tumors. Identification of such tumors at the budding stage is a tedious task. Most of the existingmethods tests on CT (Computed Tomography) scan images that is having mainly four stages: image enhancement, segmentation, extraction of features, and classification. This paper briefly discusses about different methods already reported in literature for lung cancer detection using CT scan images.
引用
收藏
页码:413 / 419
页数:7
相关论文
共 50 条
  • [1] Image processing techniques for analyzing CT scan images towards the early detection of lung cancer
    Wason, Jeyaprakash Vasanth
    Nagarajan, Ayyappan
    [J]. BIOINFORMATION, 2019, 15 (08) : 596 - 598
  • [2] Image processing based detection of lung cancer on CT scan images
    Abdillah, Bariqi
    Bustamam, Alhadi
    Sarwinda, Devvi
    [J]. ASIAN MATHEMATICAL CONFERENCE 2016 (AMC 2016), 2017, 893
  • [3] Analysis of CT Scan Images to Predict Lung Cancer Stages Using Image Processing Techniques
    Islam, Mahmudul
    Mahamud, Al Hasib
    Rab, Raqeebir
    [J]. 2019 IEEE 10TH ANNUAL INFORMATION TECHNOLOGY, ELECTRONICS AND MOBILE COMMUNICATION CONFERENCE (IEMCON), 2019, : 961 - 967
  • [4] Classification of Lung Cancer Stages on CT Scan Images Using Image Processing
    Kulkarni, Anjali
    Panditrao, Anagha
    [J]. 2014 INTERNATIONAL CONFERENCE ON ADVANCED COMMUNICATION CONTROL AND COMPUTING TECHNOLOGIES (ICACCCT), 2014, : 1384 - 1388
  • [5] Detection of Lung Cancer from CT Images Using Image Processing
    Sheeba, S. Lilly
    Judin, L. Gethsia
    [J]. INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS, ISDA 2021, 2022, 418 : 686 - 695
  • [6] Lung Cancer Detection using CT Scan Images
    Makaju, Suren
    Prasad, P. W. C.
    Alsadoon, Abeer
    Singh, A. K.
    Elchouemi, A.
    [J]. 6TH INTERNATIONAL CONFERENCE ON SMART COMPUTING AND COMMUNICATIONS, 2018, 125 : 107 - 114
  • [7] Lung Cancer Detection Using Digital Image Processing Techniques: A Review
    Mutiullah
    Bari, Mehwish
    Ahmed, Adeel
    Sabir, Muhammad
    Naveed, Sajid
    [J]. MEHRAN UNIVERSITY RESEARCH JOURNAL OF ENGINEERING AND TECHNOLOGY, 2019, 38 (02) : 351 - 360
  • [8] A Review on Image Processing Methods in Detecting Lung Cancer using CT Images
    Niranjana, G.
    Ponnavaikko, M.
    [J]. 2017 INTERNATIONAL CONFERENCE ON TECHNICAL ADVANCEMENTS IN COMPUTERS AND COMMUNICATIONS (ICTACC), 2017, : 18 - 25
  • [9] Automated Detection of Lung Cancer Using CT Scan Images
    Hoque, Ariful
    Farabi, A. K. M. Ashek
    Ahmed, Fahad
    Islam, Zahidul
    [J]. 2020 IEEE REGION 10 SYMPOSIUM (TENSYMP) - TECHNOLOGY FOR IMPACTFUL SUSTAINABLE DEVELOPMENT, 2020, : 1030 - 1033
  • [10] Lung cancer detection system using lung CT image processing
    Vas, Moffy
    Dessai, Amita
    [J]. 2017 INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATION, CONTROL AND AUTOMATION (ICCUBEA), 2017,