Recent advancements in artificial intelligence for breast cancer: Image augmentation, segmentation, diagnosis, and prognosis approaches
Breast cancer is a significant global health burden, with increasing morbidity and mortality
worldwide. Early screening and accurate diagnosis are crucial for improving prognosis …
worldwide. Early screening and accurate diagnosis are crucial for improving prognosis …
[HTML][HTML] Artificial intelligence applications in breast imaging: current status and future directions
CR Taylor, N Monga, C Johnson, JR Hawley, M Patel - Diagnostics, 2023 - mdpi.com
Attempts to use computers to aid in the detection of breast malignancies date back more
than 20 years. Despite significant interest and investment, this has historically led to minimal …
than 20 years. Despite significant interest and investment, this has historically led to minimal …
Environmental sustainability and AI in radiology: a double-edged sword
According to the World Health Organization, climate change is the single biggest health
threat facing humanity. The global health care system, including medical imaging, must …
threat facing humanity. The global health care system, including medical imaging, must …
[HTML][HTML] Fibroglandular tissue segmentation in breast MRI using vision transformers: a multi-institutional evaluation
G Müller-Franzes, F Müller-Franzes, L Huck, V Raaff… - Scientific Reports, 2023 - nature.com
Accurate and automatic segmentation of fibroglandular tissue in breast MRI screening is
essential for the quantification of breast density and background parenchymal …
essential for the quantification of breast density and background parenchymal …
[HTML][HTML] Amplifying the effects of contrast agents on magnetic resonance images using a deep learning method trained on synthetic data
AF Mingo, SC Serra, A Macula, D Bella… - Investigative …, 2023 - journals.lww.com
Objectives Artificial intelligence (AI) methods can be applied to enhance contrast in
diagnostic images beyond that attainable with the standard doses of contrast agents (CAs) …
diagnostic images beyond that attainable with the standard doses of contrast agents (CAs) …
Abbreviated Breast MRI: State of the Art
CK Kuhl - Radiology, 2024 - pubs.rsna.org
Abbreviated MRI is an umbrella term, defined as a focused MRI examination tailored to
answer a single specific clinical question. For abbreviated breast MRI, this question is:“Is …
answer a single specific clinical question. For abbreviated breast MRI, this question is:“Is …
Intraindividual comparison of different methods for automated BPE assessment at breast MRI: a call for standardization
Background The level of background parenchymal enhancement (BPE) at breast MRI
provides predictive and prognostic information and can have diagnostic implications …
provides predictive and prognostic information and can have diagnostic implications …
Conceptual review of outcome metrics and measures used in clinical evaluation of artificial intelligence in radiology
Artificial intelligence (AI) has numerous applications in radiology. Clinical research studies
to evaluate the AI models are also diverse. Consequently, diverse outcome metrics and …
to evaluate the AI models are also diverse. Consequently, diverse outcome metrics and …
AI Applications to Breast MRI: Today and Tomorrow
R Lo Gullo, J Brunekreef, E Marcus… - Journal of Magnetic …, 2024 - Wiley Online Library
In breast imaging, there is an unrelenting increase in the demand for breast imaging
services, partly explained by continuous expanding imaging indications in breast diagnosis …
services, partly explained by continuous expanding imaging indications in breast diagnosis …
Pre-to Post-Contrast Breast MRI Synthesis for Enhanced Tumour Segmentation
Despite its benefits for tumour detection and treatment, the administration of contrast agents
in dynamic contrast-enhanced MRI (DCE-MRI) is associated with a range of issues …
in dynamic contrast-enhanced MRI (DCE-MRI) is associated with a range of issues …