AIMC Topic: DNA Fingerprinting

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Teaching artificial intelligence to read electropherograms.

Forensic science international. Genetics Jul 28, 2016
Electropherograms are produced in great numbers in forensic DNA laboratories as part of everyday criminal casework. Before the results of these electropherograms can be used they must be scrutinised by analysts to determine what the identified data t...
Humans Neural Networks, Computer Artificial Intelligence Laboratories Electrophoresis Artifacts Microsatellite Repeats Forensic Genetics DNA Fingerprinting
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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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Robotic DNA Extraction Utilizing Qiagen BioSprint 96 Workstation.

Methods in molecular biology (Clifton, N.J.) Jan 1, 2023
After an examination of evidentiary or reference samples has been performed, the next step is DNA extraction. This crucial step allows for deoxyribonucleic acid (DNA) to be released from a substrate by use of a series of chemicals and allows the DNA ...
Robotics DNA Robotic Surgical Procedures Saliva Automation DNA Fingerprinting
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