Cell-type deconvolution from DNA methylation: a review of recent applications
Recent advances in cell-type deconvolution approaches are adding to our understanding of
the biology underlying disease development and progression. DNA methylation (DNAm) …
the biology underlying disease development and progression. DNA methylation (DNAm) …
Elephants and algorithms: a review of the current and future role of AI in elephant monitoring
…, I Douglas-Hamilton, AJ Titus - Journal of the …, 2023 - royalsocietypublishing.org
Artificial intelligence (AI) and machine learning (ML) present revolutionary opportunities to
enhance our understanding of animal behaviour and conservation strategies. Using elephants…
enhance our understanding of animal behaviour and conservation strategies. Using elephants…
[HTML][HTML] MethylNet: an automated and modular deep learning approach for DNA methylation analysis
Background DNA methylation (DNAm) is an epigenetic regulator of gene expression programs
that can be altered by environmental exposures, aging, and in pathogenesis. Traditional …
that can be altered by environmental exposures, aging, and in pathogenesis. Traditional …
[HTML][HTML] Depression and Handgrip Strength Among US Adults Aged 60 Years and Older from NHANES 2011–2014
Objectives Sarcopenia is a gradual loss of muscle mass and strength that occurs with aging.
This muscle deterioration is linked to increased morbidity, disability, and other adverse …
This muscle deterioration is linked to increased morbidity, disability, and other adverse …
[HTML][HTML] Association of obesity and frailty in older adults: NHANES 1999–2004
… Alexander Titus' research reported in this publication was supported in part by the
National Institutes of Health under Award Number T32LM012204. The content is solely the …
National Institutes of Health under Award Number T32LM012204. The content is solely the …
Mortality risk along the frailty spectrum: data from the National Health and Nutrition Examination Survey 1999 to 2004
… Alexander Titus’ research reported in this publication was supported in part by NIH Award
T32LM012204. Research reported in this publication was supported by Dartmouth Clinical …
T32LM012204. Research reported in this publication was supported by Dartmouth Clinical …
[HTML][HTML] Ten quick tips for deep learning in biology
Funding: AG was funded by the National Science Foundation (DBI 1553206) and National
Institutes of Health (R01GM135631). CSG was funded by the National Institutes of Health (…
Institutes of Health (R01GM135631). CSG was funded by the National Institutes of Health (…
Relationship between food insecurity and functional limitations in older adults from 2005–2014 NHANES
Background: Food insecurity refers to the physical, social, and economic inability to access
and secure sufficient, safe and nutritious food. Food insecurity has been found to be …
and secure sufficient, safe and nutritious food. Food insecurity has been found to be …
Comparison of common machine learning models for classification of tuberculosis using transcriptional biomarkers from integrated datasets
… Titus a c , Jane E. Hill a b … Titus was supported by the Office of the US Director of the
National Institutes of Health under award number T32LM012204. … Bobak CA, Titus AJ, Hill JE …
National Institutes of Health under award number T32LM012204. … Bobak CA, Titus AJ, Hill JE …
[PDF][PDF] A new dimension of breast cancer epigenetics
In the era of precision medicine and cancer genomics, data are being generated so quickly
that it is difficult to fully appreciate the extent of what is discoverable. DNA methylation, a …
that it is difficult to fully appreciate the extent of what is discoverable. DNA methylation, a …