Sabiq Muhtadi

College of Engineering

Works (2)

Updated: April 5th, 2024 16:45

2023 journal article

Texture quantified from ultrasound Nakagami parametric images is diagnostically relevant for breast tumor characterization


By: S. Muhtadi n, R. Razzaque*, A. Chowdhury*, B. Garra* & S. Kaisar Alam*

author keywords: breast cancer; ultrasound image processing; Nakagami imaging; texture analysis; radiomics; machine learning
TL;DR: It is established that texture quantified from ultrasound Nakagami parametric images are diagnostically relevant and may be used to characterize breast lesions effectively. (via Semantic Scholar)
Source: Web Of Science
Added: October 16, 2023

2022 article

Combined B-mode and Nakagami Images for Improved Discrimination of Breast Masses using Deep Learning


By: S. Muhtadi n, S. Haque* & C. Gallippi n

author keywords: breast cancer; ultrasound imaging; quantitative ultrasound; nakagami imaging; deep learning
TL;DR: It is hypothesized that combining the images, which contain complementary information, will provide better classification performance in a deep learning framework than using the images by themselves, and its potential to provide improved diagnosis for breast cancer is demonstrated. (via Semantic Scholar)
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Source: Web Of Science
Added: February 6, 2023

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