Using intelligent methods to identify and classify a variety of diseases, in particular cancer, has gained tremendous attention today. Tumor classification plays an important role in medical diagnosis. This study's goal was to classify breast cancer (BC) tumors using software-based ...
These subtypes were distinct from standard molecular subtyping and they could be used to refine the classification system. References Santagata, S. et al. Taxonomy of breast cancer based on normal cell phenotype predicts outcome. J. Clin. Invest. 124, 859–870 (2014) Article CAS Google Scholar...
Circulating tumor cell plasticity determines breast cancer therapy resistance via neuregulin 1–HER3 signaling Trumpp and colleagues develop a method to obtain long-term circulating tumor cell-derived organoids from individuals with metastatic breast cancer and identify the neuregulin 1–HER3 axis as impo...
Breast cancer and most other solid tumor cancers are staged with a system called the TNM Classification of Malignant Tumors. The abbreviation "TNM" stands for the three characteristics used to determine the stage of cancer:4 Tumor size: This refers to the size and extent of the primary (main)...
Automated breast cancer multi-classification from histopathological images plays a key role in computer-aided breast cancer diagnosis or prognosis. Breast cancer multi-classification is to identify subordinate classes of breast cancer (Ductal carcinoma, Fibroadenoma, Lobular carcinoma, etc.). However, breas...
machine-learning machine-learning-algorithms feature-selection feature-extraction breast-cancer-prediction breast-cancer-wisconsin breast-cancer breast-cancer-tumor breastcancer-classification breast-cancer-diagnosis machinelearning-python breast-cancer-detection breast-cancer-dataset Updated Jul 9, 2022 Jupyter ...
In early-stage breast cancer, where the use of systemic therapy has to be determined for every patient, the three main prognostic determinants used in routine practice are lymph node (LN) status, tumor size, and histological grade. The Nottingham (Elston-Ellis) modification of the Scarff-Bloom...
来源期刊 Journal of Ultrasound in Medicine 2017年08月14日 研究点推荐 Breast Tumor Classification BI-RADS Breast Imaging Reporting and Data System (BI-RADS) Breast Imaging Reporting and Data System Feature System ultrasound breast cancer diagnosis 引用走势 2018 被引量:1 0...
The internal heterogeneity of breast cancer, notably the tumor microenvironment (TME) consisting of malignant and non-malignant cells, has been extensively explored in recent years. The cells in this complex cellular ecosystem activate or suppress tumor
Breast cancer is a common malignancy and a leading cause of cancer-related deaths in women worldwide. Its early diagnosis can significantly reduce the morbidity and mortality rates in women. To this end, histopathological diagnosis is usually followed as