Past, present, and future of machine learning and artificial intelligence for breast cancer screening

N Baughan, L Douglas, ML Giger - Journal of Breast Imaging, 2022 - academic.oup.com
Breast cancer screening has evolved substantially over the past few decades because of
advancements in new image acquisition systems and novel artificial intelligence (AI) …

Diffusion breast MRI: current standard and emerging techniques

AM Mendez, LK Fang, CH Meriwether… - Frontiers in …, 2022 - frontiersin.org
The role of diffusion weighted imaging (DWI) as a biomarker has been the subject of active
investigation in the field of breast radiology. By quantifying the random motion of water …

MR elastography of the breast: evolution of technique, case examples, and future directions

BK Patel, N Samreen, Y Zhou, J Chen, K Brandt… - Clinical breast …, 2021 - Elsevier
Recognizing that breast cancers present as firm, stiff lesions, the foundation of breast
magnetic resonance elastography (MRE) is to combine tissue stiffness parameters with …

Multinuclear MRI to disentangle intracellular sodium concentration and extracellular volume fraction in breast cancer

C Ianniello, L Moy, J Fogarty, F Schnabel, S Adams… - Scientific Reports, 2021 - nature.com
The purpose of this work was to develop a novel method to disentangle the intra-and
extracellular components of the total sodium concentration (TSC) in breast cancer from a …

Improving signal-to-noise ratio by maximal convolution of longitudinal and transverse magnetization components in MRI: application to the breast cancer detection

M Ashoor, A Khorshidi - Medical & Biological Engineering & Computing, 2024 - Springer
Purpose The extraction of information from images provided by medical imaging systems
may be employed to obtain the specific objectives in the various fields. The quantity of signal …

Current and emerging magnetic resonance-based techniques for breast cancer

A Chhetri, X Li, JV Rispoli - Frontiers in Medicine, 2020 - frontiersin.org
Breast cancer is the most commonly diagnosed cancer among women worldwide, and early
detection remains a principal factor for improved patient outcomes and reduced mortality …

Five‐dimensional quantitative low‐dose Multitasking dynamic contrast‐enhanced MRI: Preliminary study on breast cancer

N Wang, Y Xie, Z Fan, S Ma, R Saouaf… - Magnetic resonance …, 2021 - Wiley Online Library
Purpose To develop a low‐dose Multitasking DCE technique (LD‐MT‐DCE) for breast
imaging, enabling dynamic T1 mapping–based quantitative characterization of tumor blood …

A review on multiparametric magnetic resonance imaging for the detection of breast cancer

S Nadkarni, K Noronha - 2020 IEEE International Conference …, 2020 - ieeexplore.ieee.org
The rapid developments in screening techniques led to early detection of Breast Cancer,
thereby decreasing the possible deaths due to Breast Cancer. Magnetic Resonance …

Mammary duct ectasia: symptomatology, diagnosis, and treatment

JR Wood - Radiologic Technology, 2021 - Am Soc Radiol Tech
Mammary duct ectasia is a benign breast condition of unknown etiology. Patients with ductal
ectasia might have no symptoms or might present with symptoms so severe that surgery is …

Variants of Fuzzy C-Means on MRI Modality for Cancer Image Archives

CK Roopa, BS Harish, R Kasturi Rangan - Recent Advances in Artificial …, 2022 - Springer
The segmentation, identification and mining of contaminated tumor region from MRI images
is a primary concern in medical image analysis. However, it is a monotonous and time …