AIMC Topic: Menstruation

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Reliability of noninvasive hyperspectral tongue diagnosis for menstrual diseases using machine learning method.

Scientific reports Feb 20, 2025
The outward appearance of human tongue can reflect changes in blood circulation caused by pathological states, and it has been used as an assisted method for clinical diseases diagnosis for thousands of years in China. The purpose of this study is to...
Reproducibility of Results Young Adult Adult Algorithms Female Hyperspectral Imaging Menstruation Neural Networks, Computer Menstruation Disturbances Machine Learning Humans Support Vector Machine Tongue
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AI-driven feature selection and epigenetic pattern analysis: A screening strategy of CpGs validated by pyrosequencing for body fluid identification.

Forensic science international Dec 6, 2024
Identification of body fluid stain at crime scene is one of the important tasks of forensic evidence analysis. Currently, body fluid-specific CpGs detected by DNA methylation microarray screening, have been widely studied for forensic body fluid iden...
Humans Machine Learning Algorithms Epigenesis, Genetic Sequence Analysis, DNA DNA Methylation Female Male Menstruation Cervix Mucus Semen Genetic Markers Saliva CpG Islands Forensic Genetics
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A multi-class support vector machine classification model based on 14 microRNAs for forensic body fluid identification.

Forensic science international. Genetics Nov 21, 2024
MicroRNAs (miRNAs) are promising biomarkers for forensic body fluid identification owing to their small size, stability against degradation, and differential expression patterns. However, the expression of most body fluid-miRNAs is relative (differen...
Cervix Mucus Pericardial Fluid Genetic Markers Saliva Forensic Genetics Menstruation Body Fluids Support Vector Machine MicroRNAs Semen Gene Expression Profiling Real-Time Polymerase Chain Reaction Humans Adult Male Female
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Developing an interpretation model for body fluid identification.

Forensic science international Apr 22, 2024
Criminal investigations, particularly sexual assaults, frequently require the identification of body fluid type in addition to body fluid donor to provide context. In most cases this can be achieved by conventional methods, however, in certain scenar...
RNA, Messenger Humans Logistic Models Cervix Mucus Body Fluids Models, Statistical Male Bayes Theorem Machine Learning Semen Blood Chemical Analysis Real-Time Polymerase Chain Reaction Discriminant Analysis Female Saliva Menstruation Reverse Transcriptase Polymerase Chain Reaction
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Applying under-sampling techniques and cost-sensitive learning methods on risk assessment of breast cancer.

Journal of medical systems Feb 25, 2015
Breast cancer is one of the most common cause of cancer mortality. Early detection through mammography screening could significantly reduce mortality from breast cancer. However, most of screening methods may consume large amount of resources. We pro...
Bayes Theorem Middle Aged Aged Breast Feeding Risk Assessment Humans Breast Neoplasms Support Vector Machine Data Mining Early Detection of Cancer Estrogen Replacement Therapy Female Age Factors Body Weights and Measures Predictive Value of Tests Menstruation Genetic Predisposition to Disease Contraceptives, Oral, Hormonal
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