Sabiq Muhtadi
College of Engineering
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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
JOURNAL OF MEDICAL IMAGING, 10.
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)
open access via www.ncbi.nlm.nih.gov (repository)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
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
2022 IEEE INTERNATIONAL ULTRASONICS SYMPOSIUM (IEEE IUS).
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)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
5. Gender Equality
(Web of Science)
Source: Web Of Science
Added: February 6, 2023
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