Overview of artificial intelligence in breast cancer medical imaging

D Zheng, X He, J **g - Journal of Clinical Medicine, 2023 - mdpi.com
The heavy global burden and mortality of breast cancer emphasize the importance of early
diagnosis and treatment. Imaging detection is one of the main tools used in clinical practice …

Magnetic resonance imaging (MRI) and MR spectroscopic methods in understanding breast cancer biology and metabolism

U Sharma, NR Jagannathan - Metabolites, 2022 - mdpi.com
A common malignancy that affects women is breast cancer. It is the second leading cause of
cancer-related death among women. Metabolic reprogramming occurs during cancer …

Proton MR spectroscopy in the breast: technical innovations and clinical applications

R Fardanesh, MA Marino, D Avendano… - Journal of Magnetic …, 2019 - Wiley Online Library
Proton magnetic resonance spectroscopy (MRS) is a promising noninvasive diagnostic
technique for investigation of breast cancer metabolism. Spectroscopic imaging data may be …

Potential of magnetic resonance (MR) methods in clinical cancer research

NR Jagannathan - Biomedical Translational Research: Technologies for …, 2022 - Springer
Magnetic resonance imaging (MRI) is often used as a versatile imaging modality for
diagnosis of various diseases in clinical medicine. The technique is noninvasive and has …

Quantitative in vivo proton MR spectroscopic assessment of lipid metabolism: Value for breast cancer diagnosis and prognosis

SB Thakur, JV Horvat, I Hancu… - Journal of Magnetic …, 2019 - Wiley Online Library
Background Breast magnetic resonance spectroscopy (1H‐MRS) has been largely based
on choline metabolites; however, other relevant metabolites can be detected and monitored …

Intra-tumoural lipid composition and lymphovascular invasion in breast cancer via non-invasive magnetic resonance spectroscopy

SM Cheung, E Husain, V Mallikourti, Y Masannat… - European …, 2021 - Springer
Objectives Despite improved survival due to new treatments, the 10-year survival rate in
patients with breast cancer is approximately 75%. Lymphovascular invasion (LVI), a …

Breast magnetic resonance spectroscopy at 3 T in biopsy-proven breast cancers: does choline peak correlate with prognostic factors?

F Galati, ML Luciani, C Caramanico, G Moffa… - Investigative …, 2019 - journals.lww.com
Objectives The role of functional techniques, such as magnetic resonance spectroscopy (1 H-
MRS), as noninvasive tools to increase breast MR imaging reliability has been widely …

Probing lipids relaxation times in breast cancer using magnetic resonance spectroscopic fingerprinting

N Nissan, A Kulpanovich, R Agassi, T Allweis… - European …, 2023 - Springer
Objectives To investigate the clinical relevance of the relaxation times of lipids within breast
cancer and normal fibroglandular tissue in vivo, using magnetic resonance spectroscopic …

Noninvasive detection of differential water content inside biological samples using deep Raman spectroscopy

A Ghita, T Hubbard, P Matousek, N Stone - Analytical Chemistry, 2020 - ACS Publications
Here we conceptually demonstrate the capability of deep Raman spectroscopy to
noninvasively monitor changes in the water content within biological tissues. Water was …

Correlated MR spectroscopic imaging of breast cancer to investigate metabolites and lipids: acceleration and compressed sensing reconstruction

A Joy, A Saucedo, M Joines, S Lee-Felker, S Kumar… - BJR| Open, 2022 - academic.oup.com
Objectives: The main objective of this work was to detect novel biomarkers in breast cancer
by spreading the MR spectra over two dimensions in multiple spatial locations using an …