AIMC Topic: Cervix Mucus

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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 Female Male Epigenesis, Genetic Sequence Analysis, DNA DNA Methylation Semen Genetic Markers Saliva CpG Islands Forensic Genetics Menstruation Cervix Mucus
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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...
Humans Female Adult Male Gene Expression Profiling Real-Time Polymerase Chain Reaction Support Vector Machine MicroRNAs Semen Genetic Markers Saliva Body Fluids Forensic Genetics Menstruation Cervix Mucus Pericardial Fluid
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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...
Humans Machine Learning Female Male Real-Time Polymerase Chain Reaction Reverse Transcriptase Polymerase Chain Reaction RNA, Messenger Logistic Models Models, Statistical Bayes Theorem Discriminant Analysis Semen Saliva Body Fluids Blood Chemical Analysis Menstruation Cervix Mucus
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