Multi-planar 3D breast segmentation in MRI via deep convolutional neural networks

G Piantadosi, M Sansone, R Fusco… - Artificial Intelligence in …, 2020 - Elsevier
… With regard to machine learning approaches, the state of the art of image segmentation is
… that the volume to be segmented, in a breast MRI, represents about 40% of the acquisition …

Contrast-enhanced mammography versus contrast-enhanced breast MRI: a systematic review and meta-analysis

N Pötsch, G Vatteroni, P Clauser, TH Helbich… - Radiology, 2022 - pubs.rsna.org
MRI and 3.6 for CEM, the negative likelihood ratio of CE-MRI (0.04) was lower than that with
CEM (0.12). CE-MRI had higher sensitivity for breast … out breast cancer was 33% for CE-MRI

Nipple discharge: the state of the art

G Panzironi, F Pediconi, F Sardanelli - BJR| Open, 2018 - academic.oup.com
… PND has recently emerged as a new indication for contrast-enhanced breast MRIstate-of-the
art flowchart for the management of nipple discharge, including ductoscopy and breast MRI

Comparison of abbreviated breast MRI vs digital breast tomosynthesis for breast cancer detection among women with dense breasts undergoing screening

CE Comstock, C Gatsonis, GM Newstead, BS Snyder… - Jama, 2020 - jamanetwork.com
… abbreviated breast MRI for routine breast cancer screening of average-risk women with
dense breasts, abbreviated breast MRI was associated with a significantly higher invasive breast

Investigating the image quality and utility of synthetic MRI in the breast

T Fujioka, M Mori, J Oyama, K Kubota… - … Resonance in Medical …, 2021 - jstage.jst.go.jp
… radiologist with 10 years of consecutive experience extracted breast MRI data for the … the
relaxation parameters of tissues, are state-of-the-art imaging technologies that have attracted …

Artificial intelligence–based classification of breast lesions imaged with a multiparametric breast MRI protocol with ultrafast DCE-MRI, T2, and DWI

MU Dalmis, A Gubern-Mérida, S Vreemann… - Investigative …, 2019 - journals.lww.com
breast MRI at our clinical center from October 2011 to December 2016. Indications for breast
MRI at our … We used ultrafast DCE-MRI, applying state-of-the-art deep learning methods for …

[HTML][HTML] Automatic breast ultrasound: state of the art and future perspectives

L Nicosia, F Ferrari, AC Bozzini, A Latronico… - …, 2020 - ncbi.nlm.nih.gov
breast ultrasound can reliably detect additional suspicious lesions that have been identified
on breast MRI … may help in the decision on the biopsy guidance method (HHUS versus MRI). …

A novel computer-aided diagnosis system for breast MRI based on feature selection and ensemble learning

W Lu, Z Li, J Chu - Computers in biology and medicine, 2017 - Elsevier
… In this section, we present the experimental results of our breast MRI CADx system and
illustrate … some empirical comparisons with several state-of-the-art breast cancer CADx systems. …

Initial experience with a next-generation low-field MRI scanner: Potential for breast imaging?

M Dietzel, FB Laun, R Heiß, E Wenkel… - European Journal of …, 2024 - Elsevier
… To our knowledge, the specifications for a state-of-the-art breast MRI protocol have not
been previously published for this system. Our design aimed to provide a full, non-abbreviated …

[HTML][HTML] A rapid volume of interest-based approach of radiomics analysis of breast MRI for tumor decoding and phenotyping of breast cancer

A Demircioglu, J Grueneisen, M Ingenwerth… - PloS one, 2020 - journals.plos.org
… with histopathological confirmation of breast cancer (BIRADS … : (1) dedicated breast MRI prior
treatment, (2) breast MRI … , (3) lesions >/ = 1cm on MRI to decrease potential partial volume …