Linear SVM for Classifying Breast Cancer Data Encrypted Using Homomorphic Cryptosystem

According to the results of breast cancer data in the Republic of Uzbekistan in addition to the increase in morbidity and mortality from breast cancer among women the presence of age specific features among indigenous women in the direction of “rejuvenating” of the disease with all molecular-biological (phenotypic) subtypes of breast cancer were marked. Within the framework of age-related features the prevalence of the least favorable phenotypes of breast cancer was found among indigenous women: Her2/neu hyperexpressive and three times negative subtype of breast cancer. The data obtained made it possible to build a so-called population “portrait” of breast cancer on the territory of the Republic, which in turn would contribute to further improvement of cancer care for the female population of the country.

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A Belief Theory-Based Decision System for Breast Cancer Data

IETE Journal of Research ◽

10.1080/03772063.2021.1941330 ◽

2021 ◽

pp. 1-12

Author(s):

Shameer Faziludeen ◽

Praveen Sankaran

Keyword(s):

Breast Cancer ◽

Breast Cancer Data ◽

Decision System ◽

Cancer Data ◽

Belief Theory

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President’s address: Duct stem cells and the tidal evocation of estrogen — as the background of epidemiological breast cancer data

Breast Cancer ◽

10.1007/bf02967603 ◽

2002 ◽

Vol 9 (4) ◽

pp. 270-275

Author(s):

Shunzo Kobayashi

Keyword(s):

Breast Cancer ◽

Stem Cells ◽

Breast Cancer Data ◽

Cancer Data

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Genetics testing firm is accused of "hiding vital breast cancer data"

BMJ ◽

10.1136/bmj.e7402 ◽

2012 ◽

Vol 345 (nov01 2) ◽

pp. e7402-e7402

Author(s):

N. Hawkes

Keyword(s):

Breast Cancer ◽

Breast Cancer Data ◽

Cancer Data

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Screening Breast MRI and Gadolinium Deposition: Cause for Concern?

Journal of Breast Imaging ◽

10.1093/jbi/wbab074 ◽

2021 ◽

Author(s):

Colleen H Neal

Keyword(s):

Breast Cancer ◽

Renal Function ◽

Contrast Agents ◽

Biological Significance ◽

Breast Mri ◽

Reliable Data ◽

Breast Cancer Data ◽

Cancer Data ◽

Contrast Enhanced ◽

Gadolinium Retention

Abstract Gadolinium-based contrast agents (GBCAs) have been used worldwide for over 30 years and have enabled lifesaving diagnoses. Contrast-enhanced breast MRI is frequently used as supplemental screening for women with an elevated lifetime risk of breast cancer. Data have emerged that indicate a fractional amount of administered gadolinium is retained in the bone, skin, solid organs, and brain tissues of patients with normal renal function, although there are currently no reliable data regarding the clinical or biological significance of this retention. Linear GBCAs are associated with a higher risk of gadolinium retention than macrocyclic agents. Over the course of their lives, screened women may receive high cumulative doses of GBCA. Therefore, as breast MRI screening utilization increases, thoughtful use of GBCA is indicated in this patient population.

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