AIMC Topic: Forensic Genetics

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Explainable artificial intelligence in forensic DNA analysis: Alleles identification in challenging electropherograms using supervised machine learning methods.

Forensic science international. Genetics Jun 1, 2025
Challenging samples in capillary electrophoresis (CE)-based short tandem repeat (STR) analysis often produce artefactual signals that cannot be completely filtered out by expert electropherogram (EPG) reading systems, complicating allele interpretati...
Humans Artificial Intelligence Machine Learning Algorithms ROC Curve Supervised Machine Learning Alleles Electrophoresis, Capillary Microsatellite Repeats Forensic Genetics DNA Fingerprinting
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Past, Present and Future Perspectives of Forensic Genetics.

Biomolecules May 13, 2025
Forensic genetics has experienced remarkable advancements over the past decades, evolving from the analysis of a limited number of DNA segments to comprehensive genome-wide investigations. This progression has significantly improved the ability to es...
Humans Machine Learning CRISPR-Cas Systems Forensic Genetics
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