Radiomics in breast cancer classification and prediction
Breast Cancer (BC) is the common form of cancer in women. Its diagnosis and screening are
usually performed through different imaging modalities such as mammography, magnetic …
usually performed through different imaging modalities such as mammography, magnetic …
Artificial intelligence for mammography and digital breast tomosynthesis: current concepts and future perspectives
Although computer-aided diagnosis (CAD) is widely used in mammography, conventional
CAD programs that use prompts to indicate potential cancers on the mammograms have not …
CAD programs that use prompts to indicate potential cancers on the mammograms have not …
[HTML][HTML] Overview of radiomics in breast cancer diagnosis and prognostication
Diagnosis of early invasive breast cancer relies on radiology and clinical evaluation,
supplemented by biopsy confirmation. At least three issues burden this approach: a) …
supplemented by biopsy confirmation. At least three issues burden this approach: a) …
Overview of artificial intelligence in breast cancer medical imaging
D Zheng, X He, J Jing - 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 …
diagnosis and treatment. Imaging detection is one of the main tools used in clinical practice …
How radiomics can improve breast cancer diagnosis and treatment
F Pesapane, P De Marco, A Rapino… - Journal of Clinical …, 2023 - mdpi.com
Recent technological advances in the field of artificial intelligence hold promise in
addressing medical challenges in breast cancer care, such as early diagnosis, cancer …
addressing medical challenges in breast cancer care, such as early diagnosis, cancer …
Radiomic analysis in contrast-enhanced spectral mammography for predicting breast cancer histological outcome
Contrast-Enhanced Spectral Mammography (CESM) is a recently introduced
mammographic method with characteristics particularly suitable for breast cancer radiomic …
mammographic method with characteristics particularly suitable for breast cancer radiomic …
[HTML][HTML] Radiomics in breast imaging from techniques to clinical applications: a review
Recent advances in computer technology have generated a new area of research known as
radiomics. Radiomics is defined as the high throughput extraction and analysis of …
radiomics. Radiomics is defined as the high throughput extraction and analysis of …
A new challenge for radiologists: radiomics in breast cancer
P Crivelli, RE Ledda, N Parascandolo… - BioMed research …, 2018 - Wiley Online Library
Introduction. Over the last decade, the field of medical imaging experienced an exponential
growth, leading to the development of radiomics, with which innumerable quantitative …
growth, leading to the development of radiomics, with which innumerable quantitative …
Recent radiomics advancements in breast cancer: lessons and pitfalls for the next future
Radiomics is an emerging translational field of medicine based on the extraction of high-
dimensional data from radiological images, with the purpose to reach reliable models to be …
dimensional data from radiological images, with the purpose to reach reliable models to be …
Prediction of breast cancer molecular subtypes using radiomics signatures of synthetic mammography from digital breast tomosynthesis
J Son, SE Lee, EK Kim, S Kim - Scientific reports, 2020 - nature.com
We aimed to predict molecular subtypes of breast cancer using radiomics signatures
extracted from synthetic mammography reconstructed from digital breast tomosynthesis …
extracted from synthetic mammography reconstructed from digital breast tomosynthesis …