The value of IVIM-DWI and DCE-MRI in predicting molecular subtypes of breast cancer

Motivation: To analyze the value of imaging examination in accurate diagnosis of breast cancer. Goal(s): Provide an non-invasive examination for the prediction of molecular subtypes of breast cancer before treatment. Approach: The quantitative parameters of IVIM-DWI and DCE-MRI in patients with breast cancer without any invasive examination and treatment were compared with pathological molecular subtypes, so as to analyze their diagnostic value in the prediction of molecular subtypes. Results: DCE-MRI and IVIM-DWI were correlated with immune prognostic factors of breast cancer and had differential diagnostic value for different molecular subtypes. Impact: DCE-MRI and IVIM-DWI could provide a non-invasive diagnostic method for predicting molecular subtypes of breast cancer and provide a reference for further development of personalized treatment plans.

Authors

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/10.58530/2024/4821
Primary Topic
Radiomics and Machine Learning in Medical Imaging
Type
article
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article

The value of IVIM-DWI and DCE-MRI in predicting molecular subtypes of breast cancer

Tingting Lin
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

The value of IVIM-DWI and DCE-MRI in predicting molecular subtypes of breast cancer

Tingting Lin
article en

Abstract

Motivation: To analyze the value of imaging examination in accurate diagnosis of breast cancer. Goal(s): Provide an non-invasive examination for the prediction of molecular subtypes of breast cancer before treatment. Approach: The quantitative parameters of IVIM-DWI and DCE-MRI in patients with breast cancer without any invasive examination and treatment were compared with pathological molecular subtypes, so as to analyze their diagnostic value in the prediction of molecular subtypes. Results: DCE-MRI and IVIM-DWI were correlated with immune prognostic factors of breast cancer and had differential diagnostic value for different molecular subtypes. Impact: DCE-MRI and IVIM-DWI could provide a non-invasive diagnostic method for predicting molecular subtypes of breast cancer and provide a reference for further development of personalized treatment plans.

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 63%
Radiomics and Machine Learning in Medical Imaging
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The value of IVIM-DWI and DCE-MRI in predicting molecular subtypes of breast cancer — Tingting Lin · 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 (2024) | TGRS Research Map | TGRS