An in-depth review of AI-based techniques for early diagnosis of breast cancer: Evaluation of CAD system design and classification methodologies

WM Shaban, AA Abdullah… - … Conference (ITC-Egypt), 2023 - ieeexplore.ieee.org
One of the most prevalent forms of cancer among women worldwide is breast cancer, the
leading cause of mortality. The vital procedure of early breast cancer detection can help with …

An approach for automatic lesion detection in mammograms

KU Sheba, S Gladston Raj - Cogent Engineering, 2018 - Taylor & Francis
Early stage breast cancer detection can reduce death rates in long term. Mammography is
the current standard screening tool available for breast cancer detection, but it is found to …

A comparison of image enhancement methods for lumbar spine X-ray image

J Saenpaen, S Arwatchananukul… - 2018 15th International …, 2018 - ieeexplore.ieee.org
A preprocessing technique is an essential in image processing. It enhances details of the
image including edges before continuing further image processing. In this work, we compare …

Image contrast enhancement by homomorphic filtering based parametric fuzzy transform

S Zaheeruddin, K Suganthi - Procedia Computer Science, 2019 - Elsevier
In this paper, a new image contrast enhancement technique by taking the advantages of
Homomorphic decomposition and fuzzy transform is been employed. For increasing the …

[Retracted] Luminosity Control and Contrast Enhancement of Digital Mammograms Using Combined Application of Adaptive Gamma Correction and DWT‐SVD

D Kumar, AK Solanki, AK Ahlawat - Journal of Sensors, 2022 - Wiley Online Library
Enhancement of mammogram images against low‐contrast and poor illumination is still a
challenge for researchers. Focusing on such issues, this manuscript presents a two‐stage …

[PDF][PDF] 基于人眼视觉的电润湿电子纸显示器亮度非线性校正方法

林珊玲, 李甜甜, 曾素云, 林志贤, 郭太良, 唐彪 - 光子学报, 2019 - researching.cn
针对反射式电润湿显示器在不同环境光下, 对显示器上内容的清晰度, 对比度的影响,
提出一种保留相邻灰度人眼视觉响应差的亮度校正方法. 该方法保证其它环境光下的人眼对相邻 …

Breast Cancer Classification based on Artificial Intelligence: State of the Art

WM Shaban - Nile Journal of Communication and Computer …, 2023 - njccs.journals.ekb.eg
Breast cancer, a formidable ailment, stands as a prominent contributor to global female
mortality rates. The timely detection of breast cancer is of utmost importance as it …

[PDF][PDF] AModified BINARY PSO BASED FEATURE SELECTION FOR AUTOMATIC LESION DETECTION IN MAMMOGRAMS

KU Sheba, S Gladston Raj, D Ramachandran - International Journal of … - academia.edu
This paper presents an effective feature selection method that can be applied to build a
computer aided diagnosis system for breast cancer in order to discriminate between healthy …

Comparative Study on Various Techniques Involved in Designing a Computer Aided Diagnosis (CAD) System for Mammogram Classification

AR Mrunalini, AR NareshKumar… - New Trends in …, 2020 - Springer
Breast cancer detection can be done using mammography which uses low-dose X-rays to
obtain images of the breast in order to detect the abnormalities present in it. Analysing the …

[PDF][PDF] MULTI-FRACTAL DIMENSION FEATURES BY ENHANCING AND SEGMENTING MAMMOGRAM IMAGES OF BREAST CANCER

DAM ZEBARI - 2020 - core.ac.uk
The common malignancy which causes deaths in women is breast cancer. Early detection of
breast cancer using mammographic image can help in reducing the mortality rate and the …