Methods Used in Computer-Aided Diagnosis for Breast Cancer Detection Using Mammograms: A Review
Author
Source
Journal of Healthcare Engineering
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-21, 21 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-03-12
Country of Publication
Egypt
No. of Pages
21
Main Subjects
Abstract EN
According to the American Cancer Society’s forecasts for 2019, there will be about 268,600 new cases in the United States with invasive breast cancer in women, about 62,930 new noninvasive cases, and about 41,760 death cases from breast cancer.
As a result, there is a high demand for breast imaging specialists as indicated in a recent report for the Institute of Medicine and National Research Council.
One way to meet this demand is through developing Computer-Aided Diagnosis (CAD) systems for breast cancer detection and diagnosis using mammograms.
This study aims to review recent advancements and developments in CAD systems for breast cancer detection and diagnosis using mammograms and to give an overview of the methods used in its steps starting from preprocessing and enhancement step and ending in classification step.
The current level of performance for the CAD systems is encouraging but not enough to make CAD systems standalone detection and diagnose clinical systems.
Unless the performance of CAD systems enhanced dramatically from its current level by enhancing the existing methods, exploiting new promising methods in pattern recognition like data augmentation in deep learning and exploiting the advances in computational power of computers, CAD systems will continue to be a second opinion clinical procedure.
American Psychological Association (APA)
Ramadan, Saleem Z.. 2020. Methods Used in Computer-Aided Diagnosis for Breast Cancer Detection Using Mammograms: A Review. Journal of Healthcare Engineering،Vol. 2020, no. 2020, pp.1-21.
https://search.emarefa.net/detail/BIM-1186703
Modern Language Association (MLA)
Ramadan, Saleem Z.. Methods Used in Computer-Aided Diagnosis for Breast Cancer Detection Using Mammograms: A Review. Journal of Healthcare Engineering No. 2020 (2020), pp.1-21.
https://search.emarefa.net/detail/BIM-1186703
American Medical Association (AMA)
Ramadan, Saleem Z.. Methods Used in Computer-Aided Diagnosis for Breast Cancer Detection Using Mammograms: A Review. Journal of Healthcare Engineering. 2020. Vol. 2020, no. 2020, pp.1-21.
https://search.emarefa.net/detail/BIM-1186703
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1186703