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...
Comprehensive duck DNA fingerprinting based on machine learning for breed identification.
Poultry science
Aug 1, 2025
Duck is one of the most widely distributed waterfowl in the world, with more than 6 billion of them farmed annually in the world, and has great economic and ecological value. Amidst mounting global prioritization of duck genetic resource exploration ...
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...
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 ...
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