Parametric image-based breast tumor classification using convolutional neural network in the contourlet transform domain

SM Kabir, ASM Shihavuddin… - … on Electrical and …, 2020 - ieeexplore.ieee.org
Automated visual identification of Benign and Malignant breast tumors even with ultrasound
(US) B-Mode image is still an open area of research. This paper presents parametric image …

Contourlet Transformed Nakagami Image-based Breast Tumor Classification Using Deep CNN

SM Kabir, MIH Bhuiyan, MA Rahman… - … for Industry 4.0 (STI), 2022 - ieeexplore.ieee.org
It is still unexplored territory to automate the distinction of breast tumors using breast
ultrasound (US) images. The parametric image-based approach described in this research …

RM-CC Image-Based Breast Tumor Classification Using Vision Transformer

SM Kabir, MIH Bhuiyan, SA Ahad… - 2023 5th International …, 2023 - ieeexplore.ieee.org
This research aimed to develop an effective method for classifying breast tumors using a
combination of contourlet transformation, parametric imaging, and vision transformer …

Classification Performance of Breast Tumors Using Deep Learning by a Reflected Pixel-Based Augmentation Method

SM Kabir, MIH Bhuiyan, JAS Shah… - … in Engineering (WIE …, 2022 - ieeexplore.ieee.org
Automatic classification of breast tumors from ultrasound B-Mode images using deep
learning is still an exciting area of research. In a deep convolutional neural network (CNN) …

RiIG Modeled Curvelet Coefficient Image-based Breast Tumor Classification Using deep CNN

SM Kabir, MIH Bhuiyan - 2022 12th International Conference on …, 2022 - ieeexplore.ieee.org
Deep learning-based automatic classification of breast tumors using ultrasound (US) B-
Mode images is still a challenging research area. A deep convolutional neural network …

[PDF][PDF] Statistical Model Based Breast Tumor Classification in Contourlet Transform Domain

SM Kabir, MS Tanveer, ASM Shihavuddin… - GUB Journal of …, 2020 - academia.edu
Determination of breast tumors from B-Mode Ultrasound (US) image is a perplexing one.
Researches employing statistical modeling such as Nakagami, Normal Inverse Gaussian …

[PDF][PDF] Quantum-Inspired Weighted Bilateral Filtering for Despeckling in Ultrasound Images

A Shrihari, M Harsha, KV Padmaja - academia.edu
The ultrasound is a nondestructive technique used widely in the medical field for detection of
soft tissues in the human body. But this should be validated by an expert radiologist, since …