AI-enhanced breast imaging: Where are we and where are we heading?

A Bitencourt, ID Naranjo, RL Gullo… - European journal of …, 2021 - Elsevier
Significant advances in imaging analysis and the development of high-throughput methods
that can extract and correlate multiple imaging parameters with different clinical outcomes …

Third International Consensus Conference on lesions of uncertain malignant potential in the breast (B3 lesions)

C Elfgen, C Leo, RA Kubik-Huch, S Muenst, N Schmidt… - Virchows Archiv, 2023 - Springer
The heterogeneous group of B3 lesions in the breast harbors lesions with different
malignant potential and progression risk. As several studies about B3 lesions have been …

[HTML][HTML] 3D DCE-MRI radiomic analysis for malignant lesion prediction in breast cancer patients

C Militello, L Rundo, M Dimarco, A Orlando, R Woitek… - Academic …, 2022 - Elsevier
Rationale and Objectives To develop and validate a radiomic model, with radiomic features
extracted from breast Dynamic Contrast-Enhanced Magnetic Resonance Imaging (DCE …

Multiparametric Integrated 18F-FDG PET/MRI-Based Radiomics for Breast Cancer Phenotyping and Tumor Decoding

L Umutlu, J Kirchner, NM Bruckmann, J Morawitz… - Cancers, 2021 - mdpi.com
Simple Summary Breast cancer is considered the leading cancer type and main cause of
cancer death in women. In this study, we assess simultaneous 18F-FDG PET/MRI of the …

Multiparametric 18F-FDG PET/MRI-Based Radiomics for Prediction of Pathological Complete Response to Neoadjuvant Chemotherapy in Breast Cancer

L Umutlu, J Kirchner, NM Bruckmann, J Morawitz… - Cancers, 2022 - mdpi.com
Simple Summary In breast cancer, the leading cancer type and the main cause of cancer
death in women, achieving pathological complete response after neoadjuvant …

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 …

Imaging Characteristics of and Multidisciplinary Management Considerations for Atypical Ductal Hyperplasia and Flat Epithelial Atypia: Review of Current Literature

LK Harper, MB Carnahan, AA Bhatt, CL Simmons… - …, 2023 - pubs.rsna.org
High-risk lesions of the breast are frequently encountered in percutaneous biopsy
specimens. While benign, these lesions have historically undergone surgical excision due to …

Role of breast MRI in predicting histologic upgrade risks in high-risk breast lesions: A review

X Li, K Sun, W Chai, H Zhu, F Yan - European Journal of Radiology, 2021 - Elsevier
Purpose This article reviews the frequency, upgrade rate and valuable imaging
characteristics for predicting the histologic upgrade risks of high-risk lesions on MRI, so as to …

[HTML][HTML] Longitudinal Image Data for Outcome Modeling

JE van Timmeren, J Bussink, P Koopmans, RJ Smeenk… - Clinical Oncology, 2024 - Elsevier
In oncology, medical imaging is crucial for diagnosis, treatment planning and therapy
execution. Treatment responses can be complex and varied and are known to involve …

Active Surveillance for Atypical Ductal Hyperplasia and Ductal Carcinoma In Situ

R Miceli, CL Mercado, O Hernandez… - Journal of Breast …, 2023 - academic.oup.com
Atypical ductal hyperplasia (ADH) and ductal carcinoma in situ (DCIS) are relatively
common breast lesions on the same spectrum of disease. Atypical ductal hyperblasia is a …