Navigating the pitfalls of applying machine learning in genomics
The scale of genetic, epigenomic, transcriptomic, cheminformatic and proteomic data
available today, coupled with easy-to-use machine learning (ML) toolkits, has propelled the …
available today, coupled with easy-to-use machine learning (ML) toolkits, has propelled the …
Applications of artificial intelligence in forensic sciences: C urrent potential benefits, limitations and perspectives
N Galante, R Cotroneo, D Furci, G Lodetti… - International journal of …, 2023 - Springer
In recent years, new studies based on artificial intelligence (AI) have been conducted in the
forensic field, posing new challenges and demonstrating the advantages and disadvantages …
forensic field, posing new challenges and demonstrating the advantages and disadvantages …
Epigenetic aging: Biological age prediction and informing a mechanistic theory of aging
Numerous studies have shown that epigenetic age—an individual's degree of aging based
on patterns of DNA methylation—can be computed and is associated with an array of factors …
on patterns of DNA methylation—can be computed and is associated with an array of factors …
DNA methylation of the ELOVL2, FHL2, KLF14, C1orf132/MIR29B2C, and TRIM59 genes for age prediction from blood, saliva, and buccal swab samples
SE Jung, SM Lim, SR Hong, EH Lee, KJ Shin… - Forensic Science …, 2019 - Elsevier
Many studies have reported age-associated DNA methylation changes and age-predictive
models in various tissues and body fluids. Although age-associated DNA methylation …
models in various tissues and body fluids. Although age-associated DNA methylation …
Massively parallel sequencing techniques for forensics: A review
B Bruijns, R Tiggelaar, H Gardeniers - Electrophoresis, 2018 - Wiley Online Library
DNA sequencing, starting with Sanger's chain termination method in 1977 and evolving into
the next generation sequencing (NGS) techniques of today that employ massively parallel …
the next generation sequencing (NGS) techniques of today that employ massively parallel …
Meta-analyses of the n-back working memory task: fMRI evidence of age-related changes in prefrontal cortex involvement across the adult lifespan
Working memory, a fundamental cognitive function that is highly dependent on the integrity
of the prefrontal cortex, is known to show age-related decline across the typical healthy adult …
of the prefrontal cortex, is known to show age-related decline across the typical healthy adult …
Chemometrics in forensic science: approaches and applications
Forensic investigations are often reliant on physical evidence to reconstruct events
surrounding a crime. However, there remains a need for more objective approaches to …
surrounding a crime. However, there remains a need for more objective approaches to …
A survey on deep learning in DNA/RNA motif mining
DNA/RNA motif mining is the foundation of gene function research. The DNA/RNA motif
mining plays an extremely important role in identifying the DNA-or RNA-protein binding site …
mining plays an extremely important role in identifying the DNA-or RNA-protein binding site …
Recent progress, methods and perspectives in forensic epigenetics
A Vidaki, M Kayser - Forensic Science International: Genetics, 2018 - Elsevier
Forensic epigenetics, ie, investigating epigenetics variation to resolve forensically relevant
questions unanswerable with standard forensic DNA profiling has been gaining substantial …
questions unanswerable with standard forensic DNA profiling has been gaining substantial …
[HTML][HTML] Recent advances in Forensic DNA Phenotyping of appearance, ancestry and age
M Kayser, W Branicki, W Parson, C Phillips - Forensic Science International …, 2023 - Elsevier
Abstract Forensic DNA Phenotyping (FDP) comprises the prediction of a person's externally
visible characteristics regarding appearance, biogeographic ancestry and age from DNA of …
visible characteristics regarding appearance, biogeographic ancestry and age from DNA of …