Breast cancer detection using deep learning: Datasets, methods, and challenges ahead
Breast Cancer (BC) is the most commonly diagnosed cancer and second leading cause of
mortality among women. About 1 in 8 US women (about 13%) will develop invasive BC …
mortality among women. About 1 in 8 US women (about 13%) will develop invasive BC …
Quantitative imaging biomarkers alliance (QIBA) recommendations for improved precision of DWI and DCE‐MRI derived biomarkers in multicenter oncology trials
A Shukla‐Dave, NA Obuchowski… - Journal of Magnetic …, 2019 - Wiley Online Library
Physiological properties of tumors can be measured both in vivo and noninvasively by
diffusion‐weighted imaging and dynamic contrast‐enhanced magnetic resonance imaging …
diffusion‐weighted imaging and dynamic contrast‐enhanced magnetic resonance imaging …
Combined screening with ultrasound and mammography vs mammography alone in women at elevated risk of breast cancer
WA Berg, JD Blume, JB Cormack, EB Mendelson… - Jama, 2008 - jamanetwork.com
Context Screening ultrasound may depict small, node-negative breast cancers not seen on
mammography. Objective To compare the diagnostic yield, defined as the proportion of …
mammography. Objective To compare the diagnostic yield, defined as the proportion of …
Breast MRI: guidelines from the European society of breast imaging
RM Mann, CK Kuhl, K Kinkel, C Boetes - European radiology, 2008 - Springer
The aim of breast MRI is to obtain a reliable evaluation of any lesion within the breast. It is
currently always used as an adjunct to the standard diagnostic procedures of the breast, ie …
currently always used as an adjunct to the standard diagnostic procedures of the breast, ie …
[HTML][HTML] Perfusion and vascular permeability: basic concepts and measurement in DCE-CT and DCE-MRI
The microvascular network formed by the capillaries supplies the tissues and permits their
function. It provides a considerable surface area for exchanges between blood and tissues …
function. It provides a considerable surface area for exchanges between blood and tissues …
The ACR BI-RADS® experience: learning from history
ES Burnside, EA Sickles, LW Bassett, DL Rubin… - Journal of the American …, 2009 - Elsevier
The Breast Imaging Reporting and Data System®(BI-RADS®) initiative, instituted by the
ACR, was begun in the late 1980s to address a lack of standardization and uniformity in …
ACR, was begun in the late 1980s to address a lack of standardization and uniformity in …
Integrated radiomic framework for breast cancer and tumor biology using advanced machine learning and multiparametric MRI
Radiomics deals with the high throughput extraction of quantitative textural information from
radiological images that not visually perceivable by radiologists. However, the biological …
radiological images that not visually perceivable by radiologists. However, the biological …
A review of breast tomosynthesis. Part II. Image reconstruction, processing and analysis, and advanced applications
I Sechopoulos - Medical physics, 2013 - Wiley Online Library
Many important post‐acquisition aspects of breast tomosynthesis imaging can impact its
clinical performance. Chief among them is the reconstruction algorithm that generates the …
clinical performance. Chief among them is the reconstruction algorithm that generates the …
A novel approach to contrast-enhanced breast magnetic resonance imaging for screening: high-resolution ultrafast dynamic imaging
RM Mann, RD Mus, J van Zelst, C Geppert… - Investigative …, 2014 - journals.lww.com
Objectives The use of breast magnetic resonance imaging (MRI) as screening tool has been
stalled by high examination costs. Scan protocols have lengthened to optimize specificity …
stalled by high examination costs. Scan protocols have lengthened to optimize specificity …
Diffusion-weighted imaging improves the diagnostic accuracy of conventional 3.0-T breast MR imaging
Purpose To evaluate the incremental value of diffusion-weighted (DW) imaging and
apparent diffusion coefficient (ADC) mapping in relation to conventional breast magnetic …
apparent diffusion coefficient (ADC) mapping in relation to conventional breast magnetic …