A specific information-based multi-modal network (SIM-Net) for accurate diagnosis of breast lesions in multiparametric MRI: A multi-center study

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Main Authors: Yunsong Peng, Yu Zheng, Lulu Han, Liangquan Sun
Format: Article
Language:English
Published: Elsevier 2025-02-01
Series:Asian Journal of Surgery
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1015958424018578
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author Yunsong Peng
Yu Zheng
Lulu Han
Liangquan Sun
author_facet Yunsong Peng
Yu Zheng
Lulu Han
Liangquan Sun
author_sort Yunsong Peng
collection DOAJ
format Article
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institution Kabale University
issn 1015-9584
language English
publishDate 2025-02-01
publisher Elsevier
record_format Article
series Asian Journal of Surgery
spelling doaj-art-81d50ab29302479bad615d236da98c3c2025-01-30T05:13:11ZengElsevierAsian Journal of Surgery1015-95842025-02-0148212841286A specific information-based multi-modal network (SIM-Net) for accurate diagnosis of breast lesions in multiparametric MRI: A multi-center studyYunsong Peng0Yu Zheng1Lulu Han2Liangquan Sun3Corresponding author.; Department of Medical Imaging, Guizhou Provincial People's Hospital, Guizhou, 550002, ChinaDepartment of Breast Surgery, Affiliated Hospital of Guizhou Medical University, Guiyang, Guizhou, 550004, ChinaDepartment of Psychology, Guizhou Provincial People's Hospital, Guiyang, Guizhou, 550002, ChinaDepartment of Breast and Thyroid Surgery, Guiyang Maternal and Child Health Care Hospital, Guizhou, 550002, Chinahttp://www.sciencedirect.com/science/article/pii/S1015958424018578Breast cancerDeep learningFeature fusionGenerative adversarial strategyMulti-parametric MRI
spellingShingle Yunsong Peng
Yu Zheng
Lulu Han
Liangquan Sun
A specific information-based multi-modal network (SIM-Net) for accurate diagnosis of breast lesions in multiparametric MRI: A multi-center study
Asian Journal of Surgery
Breast cancer
Deep learning
Feature fusion
Generative adversarial strategy
Multi-parametric MRI
title A specific information-based multi-modal network (SIM-Net) for accurate diagnosis of breast lesions in multiparametric MRI: A multi-center study
title_full A specific information-based multi-modal network (SIM-Net) for accurate diagnosis of breast lesions in multiparametric MRI: A multi-center study
title_fullStr A specific information-based multi-modal network (SIM-Net) for accurate diagnosis of breast lesions in multiparametric MRI: A multi-center study
title_full_unstemmed A specific information-based multi-modal network (SIM-Net) for accurate diagnosis of breast lesions in multiparametric MRI: A multi-center study
title_short A specific information-based multi-modal network (SIM-Net) for accurate diagnosis of breast lesions in multiparametric MRI: A multi-center study
title_sort specific information based multi modal network sim net for accurate diagnosis of breast lesions in multiparametric mri a multi center study
topic Breast cancer
Deep learning
Feature fusion
Generative adversarial strategy
Multi-parametric MRI
url http://www.sciencedirect.com/science/article/pii/S1015958424018578
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