Precision Diagnosis of BI-RADS4 Breast Lesions: A Promising Approach with DCE and 3D-MIP Parameters

Motivation: Breast cancer is a significant health concern for women. Accurate diagnosis of BI-RADS4 lesions is challenging, necessitating improved diagnostic indicators. Goal(s): This study aims to enhance BI-RADS4 breast lesion diagnosis using DCE and 3D-MIP parameters, providing more precise insights. Approach: We analyzed various parameters, identified independent factors, and combined vascular diameter difference with Slopemax for optimal diagnosis. Results: The combination demonstrated superior diagnostic efficiency, differentiating benign from malignant lesions effectively. Impact: This approach holds promise for early breast cancer diagnosis and improved patient care, offering clinicians a valuable tool for enhanced precision in BI-RADS4 lesion evaluation.

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Publication Details

Journal
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Published
2024-11-26
DOI
https://doi.org/10.58530/2024/4593
Primary Topic
Radiomics and Machine Learning in Medical Imaging
Type
article
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article

Precision Diagnosis of BI-RADS4 Breast Lesions: A Promising Approach with DCE and 3D-MIP Parameters

Haonan Guan, Qingwei Song, hongbing liang, Lianhui Xie et al.
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Radiomics and Machine Learning in Medical Imaging
article

Precision Diagnosis of BI-RADS4 Breast Lesions: A Promising Approach with DCE and 3D-MIP Parameters

Haonan Guan, Qingwei Song, hongbing liang, Lianhui Xie, yuanfei li, Ning Ning, siqi zhao, lina zhang, yueqi wu
article en

Abstract

Motivation: Breast cancer is a significant health concern for women. Accurate diagnosis of BI-RADS4 lesions is challenging, necessitating improved diagnostic indicators. Goal(s): This study aims to enhance BI-RADS4 breast lesion diagnosis using DCE and 3D-MIP parameters, providing more precise insights. Approach: We analyzed various parameters, identified independent factors, and combined vascular diameter difference with Slopemax for optimal diagnosis. Results: The combination demonstrated superior diagnostic efficiency, differentiating benign from malignant lesions effectively. Impact: This approach holds promise for early breast cancer diagnosis and improved patient care, offering clinicians a valuable tool for enhanced precision in BI-RADS4 lesion evaluation.

Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Good health and well-being
Openalex Percentile: Top 65%
Radiomics and Machine Learning in Medical Imaging
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