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Deep learning applications in breast cancer histopathological imaging: diagnosis, treatment, and prognosis. Breast cancer is the most common malignant tumor among women worldwide and remains one of the leading causes of death among women. Its incidence and mortality rates are continuously rising.
Breast Cancer Research is an international, peer-reviewed online journal, publishing original research, reviews, editorials and reports. Open access research articles of exceptional interest are published in all areas of biology and medicine relevant to breast cancer, including normal mammary gland biology, with special emphasis on the genetic ...
This paper systematically reviewed the current literature on deep learning detection of breast cancer based on magnetic resonance imaging (MRI). The literature search was performed from 2015 to Dec 31, 2022, using Pubmed.
Breast cancer remains a significant scientific, clinical and societal challenge. This gap analysis has reviewed and critically assessed enduring issues and new challenges emerging from recent research, and proposes strategies for translating solutions into practice.
Breast Cancer Research is the highest ranking breast cancer-specific title in the top quartile of oncology journals worldwide. Primarily publishing original ...
This review expands on four areas: (a) the prediction of breast cancer risk, (b) the evidence for the effectiveness of preventive therapy and lifestyle approaches to prevention, (c) how understanding the biology of the breast may lead to new targets for prevention, and (d) a summary of published guidelines for preventive approaches and measures ...
Consequently, AI-based imaging-derived data has led to some of the most promising tools for precision breast cancer screening. This review aims to synthesize the current state-of-the-art applications of AI in mammographic phenotyping of breast cancer risk.
Comprehensive breast cancer risk prediction models, able to classify women into clinically meaningful risk groups, will enable identifying and targeting women at high-risk, while reducing interventions in those at low risk. The Breast Cancer Risk Assessment Tool (BCRAT), also known as the Gail model, and the Breast and Ovarian Analysis of ...
Breast Cancer Research is an international, peer-reviewed online journal, publishing original research, reviews, editorials and reports. Open access research articles of exceptional interest are published in all areas of biology and medicine relevant to breast cancer, including normal mammary gland biology, with special emphasis on the genetic ...
Submission to first editorial decision (median days): 14. Submission to acceptance (median days): 129. Usage 2023. Downloads: 2,432,781. Altmetric mentions: 1,561. More about our metrics. Breast Cancer Research is the highest ranking breast cancer-specific title in the top quartile of oncology journals worldwide.