Diagnostic value of radiomics and machine learning with dynamic contrast-enhanced magnetic resonance imaging for patients with atypical ductal hyperplasia in …

R Lo Gullo, K Vincenti, C Rossi Saccarelli… - Breast Cancer Research …, 2021 - Springer
Purpose To investigate whether radiomics features extracted from magnetic resonance
imaging (MRI) of patients with biopsy-proven atypical ductal hyperplasia (ADH) coupled with …

Value of breast MRI for patients with a biopsy showing atypical ductal hyperplasia (ADH)

K Tsuchiya, N Mori, DV Schacht… - Journal of Magnetic …, 2017 - Wiley Online Library
Purpose To evaluate the diagnostic value of dynamic contrast‐enhanced (DCE) magnetic
resonance imaging (MRI) for patients with atypical ductal hyperplasia (ADH) in predicting …

Breast MRI assists in decision-making for surgical excision of atypical ductal hyperplasia

M Johnson, B Stanczak, OD Winblad, AL Amin - Surgery, 2023 - Elsevier
Background Atypical ductal hyperplasia diagnosed on percutaneous breast biopsy typically
undergoes surgical excision, upgrading to invasive breast cancer or ductal carcinoma in situ …

Contrast-enhanced ultrasound to predict malignant upgrading of atypical ductal hyperplasia

JK Li, ZY Jin, YJ Xu, NQ Fu, Y Jiang, SY Li… - Breast Cancer …, 2024 - Springer
Background A malignancy might be found at surgery in cases of atypical ductal hyperplasia
(ADH) diagnosed via US-guided core needle biopsy (CNB). The objective of this study was …

[HTML][HTML] Prediction of the histologic upgrade of ductal carcinoma in situ using a combined radiomics and machine learning approach based on breast dynamic contrast …

H Lee, JH Park, AT Nguyen, LN Do, MH Park… - Frontiers in …, 2022 - frontiersin.org
Objective: To investigate whether support vector machine (SVM) trained with radiomics
features based on breast magnetic resonance imaging (MRI) could predict the upgrade of …

Atypical ductal hyperplasia: breast DCE-MRI can be used to reduce unnecessary open surgical excision

V Bertani, M Urbani, M La Grassa, L Balestreri… - European …, 2020 - Springer
Purpose To evaluate the diagnostic performance of dynamic contrast-enhanced (DCE)–MRI
in predicting malignancy after percutaneous biopsy diagnosis of atypical ductal hyperplasia …

Prospective analysis using a novel CNN algorithm to distinguish atypical ductal hyperplasia from ductal carcinoma in situ in breast

S Mutasa, P Chang, J Nemer, EP Van Sant, M Sun… - Clinical breast …, 2020 - Elsevier
Introduction We previously developed a convolutional neural networks (CNN)-based
algorithm to distinguish atypical ductal hyperplasia (ADH) from ductal carcinoma in situ …

Computer‐aided heterogeneity analysis in breast MR imaging assessment of ductal carcinoma in situ: Correlating histologic grade and receptor status

SHS Chou, EC Gombos… - Journal of Magnetic …, 2017 - Wiley Online Library
Purpose To identify breast MR imaging biomarkers to predict histologic grade and receptor
status of ductal carcinoma in situ (DCIS). Materials and Methods Informed consent was …

Deep‐learning model to improve histological grading and predict upstaging of atypical ductal hyperplasia / ductal carcinoma in situ on breast biopsy

CY Huang, RF Chang, CY Lin, MS Hsieh… - …, 2024 - Wiley Online Library
Aims Risk stratification of atypical ductal hyperplasia (ADH) and ductal carcinoma in situ
(DCIS), diagnosed using breast biopsy, has great clinical significance. Clinical trials are …

Atypical ductal hyperplasia and the risk of underestimation: tissue sampling method, multifocality, and associated calcification significantly influence the diagnostic …

CJ Rageth, R Rubenov, C Bronz, D Dietrich, C Tausch… - Breast Cancer, 2019 - Springer
Background Risk assessment and therapeutic options are challenges when counselling
patients with an atypical ductal hyperplasia (ADH) to undergo either open surgery or follow …