Lin X - Search Results

1

Reducing unnecessary biopsies of BI-RADS 4 lesions based on a deep learning model for mammography.

Yang Y, Liao T, Lin X, Ouyang R, Cao Z, Hu J, Ma J. Yang Y, et al. Among authors: lin x. Front Oncol. 2025 Jun 3;15:1543553. doi: 10.3389/fonc.2025.1543553. eCollection 2025. Front Oncol. 2025. PMID: 40530010 Free PMC article.

2

Novel study on the prediction of BI-RADS 4A positive lesions in mammography using deep learning technology and clinical factors.

Ouyang R, Liao T, Yang Y, Lin X, Zhou X, Ma J. Ouyang R, et al. Among authors: lin x. Quant Imaging Med Surg. 2024 Dec 5;14(12):8864-8877. doi: 10.21037/qims-24-1075. Epub 2024 Nov 27. Quant Imaging Med Surg. 2024. PMID: 39698623 Free PMC article.

3

High-risk breast lesions: a combined intratumoral and peritumoral radiomics nomogram model to predict pathologic upgrade and reduce unnecessary surgical excision.

Liao T, Yang Y, Lin X, Ouyang R, Deng Y, Ma J. Liao T, et al. Among authors: lin x. Front Oncol. 2024 Dec 18;14:1479565. doi: 10.3389/fonc.2024.1479565. eCollection 2024. Front Oncol. 2024. PMID: 39744004 Free PMC article.

4

Mucinous carcinoma in a male breast with skin ulcer: a case report.

Lin X, Liao T, Yang Y, Zhou J, Ma J. Lin X, et al. Front Oncol. 2025 Feb 6;15:1521704. doi: 10.3389/fonc.2025.1521704. eCollection 2025. Front Oncol. 2025. PMID: 39980545 Free PMC article.

5

Value of deep learning model for predicting Breast Imaging Reporting and Data System 3 and 4A lesions on mammography.

Lin X, Liao T, Yang Y, Ouyang R, Zhou Y, Lai X, Ma J. Lin X, et al. Quant Imaging Med Surg. 2025 May 1;15(5):4047-4058. doi: 10.21037/qims-24-1523. Epub 2025 Apr 25. Quant Imaging Med Surg. 2025. PMID: 40384713 Free PMC article.

6

Automatic mammographic breast density classification in Chinese women: clinical validation of a deep learning model.

Lin X, Wu S, Li L, Ouyang R, Ma J, Yi C, Tang Y. Lin X, et al. Acta Radiol. 2023 May;64(5):1823-1830. doi: 10.1177/02841851231152097. Epub 2023 Jan 22. Acta Radiol. 2023. PMID: 36683330

7

Classification of asymmetry in mammography via the DenseNet convolutional neural network.

Liao T, Li L, Ouyang R, Lin X, Lai X, Cheng G, Ma J. Liao T, et al. Among authors: lin x. Eur J Radiol Open. 2023 Jul 1;11:100502. doi: 10.1016/j.ejro.2023.100502. eCollection 2023 Dec. Eur J Radiol Open. 2023. PMID: 37448557 Free PMC article. Review.

8

Clinical application of convolutional neural network for mass analysis on mammograms.

Li L, Lin X, Liao T, Ouyang R, Li M, Yuan J, Ma J. Li L, et al. Among authors: lin x. Quant Imaging Med Surg. 2023 Dec 1;13(12):8413-8422. doi: 10.21037/qims-23-642. Epub 2023 Oct 27. Quant Imaging Med Surg. 2023. PMID: 38106316 Free PMC article.

9

Comparison of two visual localization biopsy methods for suspicious breast lesions under mammography: a multicenter cohort study.

Liao T, Yang Y, Lin X, Lai X, Dai Y, Ma J. Liao T, et al. Among authors: lin x. Quant Imaging Med Surg. 2025 Mar 3;15(3):2042-2052. doi: 10.21037/qims-24-2114. Epub 2025 Feb 26. Quant Imaging Med Surg. 2025. PMID: 40160664 Free PMC article.

10

Dual-region MRI radiomic analysis indicates increased risk in high-risk breast lesions: bridging intratumoral and peritumoral radiomics for precision decision-making.

Yang Y, Liao T, Lin XH, Ouyang R, Chen Q, Ma J. Yang Y, et al. BMC Cancer. 2025 May 6;25(1):828. doi: 10.1186/s12885-025-14165-1. BMC Cancer. 2025. PMID: 40329236 Free PMC article.

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