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) …
[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] Association of obesity and frailty in older adults: NHANES 1999–2004
Objectives Body composition changes with aging can increase rates of obesity, frailty and
impact function. Measuring adiposity using body fat (%BF) or central adiposity using waist …
impact function. Measuring adiposity using body fat (%BF) or central adiposity using waist …
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 …
Preoperative inferior mesenteric artery embolization: a valid method to reduce the rate of type II endoleak after EVAR?
…, JA Urbach, N Skeik, J Alexander, J Titus… - Annals of vascular …, 2017 - Elsevier
Background Type II endoleak is the most commonly encountered endoleak after endovascular
abdominal aortic aneurysm repair (EVAR). Some have advocated preoperative inferior …
abdominal aortic aneurysm repair (EVAR). Some have advocated preoperative inferior …
[HTML][HTML] Technical approach, outcomes, and exposure-related complications in patients undergoing anterior lumbar interbody fusion
…, N Skeik, J Senthil, E Stephenson, J Alexander… - Journal of Vascular …, 2021 - Elsevier
Objective To describe our technique, evaluate access related complications and factors
contributing to adverse outcomes in patients undergoing retroperitoneal anterior lumbar …
contributing to adverse outcomes in patients undergoing retroperitoneal anterior lumbar …
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…
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 …
[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 (…
Comparison of common machine learning models for classification of tuberculosis using transcriptional biomarkers from integrated datasets
Tuberculosis (TB) is a top-10 cause of death worldwide, and new diagnostics are a key
element of the World Health Organization’s End TB strategy. Significant research efforts have …
element of the World Health Organization’s End TB strategy. Significant research efforts have …