Intelligent deconvolution algorithm for mixed STR profiles based on locus association modeling.

Abstract excerpt

As forensic examination technology and public safety needs advance, DNA analysis has become key for individual identification. STR typing directly impacts solving major criminal cases and identifying mass disaster victims. Probabilistic genotyping algorithms based on full continuous models have been widely applied in mixed DNA analysis, but they assume independence among loci and ignore their correlations. To...

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• Algorithms
• Deep Learning
• DNA Fingerprinting
• Forensic Genetics
• Genotype