Pattern classification approaches for breast cancer identification via MRI: state-of-the-art and vision for the future

XX Yin, L Yin, S Hadjiloucas - Applied Sciences, 2020 - mdpi.com
… to breast DCE-MRI as this is the more well-established modality for building breast MR
imaging … methodologies applicable to high dimensional (breast tissue) MRI. The importance of …

Radiomics MRI for lymph node status prediction in breast cancer patients: the state of art

A Calabrese, D Santucci, R Landi… - Journal of Cancer …, 2021 - Springer
… From a total of 30 papers, 10 research articles on predicting lymph node metastasis in
breast cancer using a radiomic approach in breast MRI were considered eligible. …

Axillary nodal evaluation in breast cancer: state of the art

JM Chang, JWT Leung, L Moy, SM Ha, WK Moon - Radiology, 2020 - pubs.rsna.org
Breast MRI is often performed for breast cancer tumor extent evaluation, as well as
assessing treatment following NAC, and the axilla is usually included in the field of view. The …

Dedicated breast CT: State of the art—Part II. Clinical application and future outlook

Y Zhu, AM O'Connell, Y Ma, A Liu, H Li, Y Zhang… - European …, 2022 - Springer
… Moreover, DBT does not avoid the firm breast compression typical of the planar MG exams
[2]. Magnetic resonance imaging (MRI) is an appealing tool for the detection of breast cancer …

Dedicated breast CT: state of the art—Part I. Historical evolution and technical aspects

Y Zhu, AM O'Connell, Y Ma, A Liu, H Li, Y Zhang… - European …, 2022 - Springer
… bilateral imaging of both breasts like MRI is not available, the acquisition time is less, the
spatial resolution is higher, and the expected cost is more reasonable than MRI. Absorption-…

Background parenchymal enhancement and uptake as breast cancer imaging biomarkers: a state-of-the-art review

E Bauer, MS Levy, L Domachevsky, D Anaby, N Nissan - Clinical Imaging, 2022 - Elsevier
… papers that recognized a fluctuating enhancement in consecutive breast MRI scans of
healthy volunteers throughout the menstrual cycle.5, 6 Despite being initially regarded as an …

Contrast-enhanced mammography: state of the art

MS Jochelson, MBI Lobbes - Radiology, 2021 - pubs.rsna.org
… It has also been demonstrated to approach the accuracy of breast MRI in preoperative staging
of patients with breast cancer and in monitoring response after neoadjuvant chemotherapy…

Clinical applications of deep learning in breast MRI

X Zhao, JW Bai, Q Guo, K Ren, GJ Zhang - Biochimica et Biophysica Acta …, 2023 - Elsevier
Magnetic resonance imaging (MRI) has proven useful in … of breast lesions and tumors. This
review summarizes the current state-of-the-art applications of DL models in breast MRI. Many …

Deep learning-based breast cancer classification through medical imaging modalities: state of the art and research challenges

G Murtaza, L Shuib, AW Abdul Wahab… - Artificial Intelligence …, 2020 - Springer
breast cancer classification by using medical imaging multimodalities through state-of-the-art
Furthermore, MRI can identify suspicious areas that can be used for breast biopsy, known …

What's hot in breast MRI

AM Scaranelo - Canadian Association of Radiologists …, 2022 - journals.sagepub.com
… suggested as a feasible state of the art “shortened” breast MRI protocol would be a … MRI
techniques continue to evolve, Ultrafast Breast MRI is meant to replace the initial phase DCE-MRI