[HTML][HTML] The potential of predictive and prognostic breast MRI (P2-bMRI)

M Dietzel, RM Trimboli, M Zanardo… - European Radiology …, 2022 - Springer
Magnetic resonance imaging (MRI) is an important part of breast cancer diagnosis and
multimodal workup. It provides unsurpassed soft tissue contrast to analyse the underlying …

[HTML][HTML] The breast edema enigma: features, diagnosis, treatment, and recommendations

SS Gupta, HN Mayrovitz - Cureus, 2022 - ncbi.nlm.nih.gov
Breast edema most commonly occurs after breast cancer treatment involving breast-
conserving therapy, although it may have a variety of other causes. As compared to research …

MRI characteristics of breast edema for assessing axillary lymph node burden in early-stage breast cancer: a retrospective bicentric study

Z Xu, Y Ding, K Zhao, C Han, Z Shi, Y Cui, C Liu… - European …, 2022 - Springer
Objectives To investigate whether breast edema characteristics at preoperative T2-weighted
imaging (T2WI) could help evaluate axillary lymph node (ALN) burden in patients with early …

[HTML][HTML] Intra-and peritumoral radiomics model based on early DCE-MRI for preoperative prediction of molecular subtypes in invasive ductal breast carcinoma: a …

S Zhang, X Wang, Z Yang, Y Zhu, N Zhao, Y Li… - Frontiers in …, 2022 - frontiersin.org
Purpose The aim of this study is to investigate radiomics features extracted from the optimal
peritumoral region and the intratumoral area on the early phase of dynamic contrast …

Quantitative apparent diffusion coefficients from peritumoral regions as early predictors of response to neoadjuvant systemic therapy in triple‐negative breast cancer

BC Musall, BE Adrada, RP Candelaria… - Journal of Magnetic …, 2022 - Wiley Online Library
Background Pathologic complete response (pCR) to neoadjuvant systemic therapy (NAST)
in triple‐negative breast cancer (TNBC) is a strong predictor of patient survival. Edema in the …

MRI as a biomarker for breast cancer diagnosis and prognosis

F Galati, V Rizzo, RM Trimboli, E Kripa… - BJR| Open, 2022 - academic.oup.com
Breast cancer (BC) is the most frequently diagnosed female invasive cancer in Western
countries and the leading cause of cancer-related death worldwide. Nowadays, tumor …

[HTML][HTML] Role of inter-and extra-lesion tissue, transfer learning, and fine-tuning in the robust classification of breast lesions

INA Nastase, S Moldovanu, KC Biswas, L Moraru - Scientific Reports, 2024 - nature.com
Accurate and unbiased classification of breast lesions is pivotal for early diagnosis and
treatment, and a deep learning approach can effectively represent and utilize the digital …

[HTML][HTML] Multiparametric MRI-based radiomic nomogram for predicting HER-2 2+ status of breast cancer

H Wang, L Sang, J Xu, C Huang, Z Huang - Heliyon, 2024 - cell.com
Objective To explore the application of multiparametric MRI-based radiomic nomogram for
assessing HER-2 2+ status of breast cancer (BC) Methods Patients with pathology-proven …

High peritumoral and intratumoral T2 signal intensity in HER2-positive breast cancers on preneoadjuvant breast MRI: assessment of associations with histopathologic …

J Jirarayapong, LH Portnow… - American Journal of …, 2024 - Am Roentgen Ray Soc
BACKGROUND. Intratumoral necrosis and peritumoral edema are features of aggressive
breast cancer that may present as high T2 signal intensity (T2 SI). Implications of high T2 SI …

Association of peritumoral region features assessed on breast MRI and prognosis of breast cancer: a systematic review and meta-analysis

S Zhao, Y Li, N Ning, H Liang, Y Wu, Q Wu, Z Wang… - European …, 2024 - Springer
Background Increasing attention has been given to the peritumoral region. However,
conflicting findings have been reported regarding the relationship between peritumoral …