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Cell-type deconvolution from DNA methylation: a review of recent applications

Human molecular genetics, 2017-10, Vol.26 (R2), p.R216-R224

2017

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MethylNet: an automated and modular deep learning approach for DNA methylation analysis

BMC bioinformatics, 2020-03, Vol.21 (1), p.108-15, Article 108

2020

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Deconvolution of DNA methylation identifies differentially methylated gene regions on 1p36 across breast cancer subtypes

Scientific reports, 2017-09, Vol.7 (1), p.11594-9, Article 11594

2017

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Enrichment of CpG island shore region hypermethylation in epigenetic breast field cancerization

Epigenetics, 2020-10, Vol.15 (10), p.1093-1106

2020

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SIG-DB: Leveraging homomorphic encryption to securely interrogate privately held genomic databases

PLoS computational biology, 2018-09, Vol.14 (9), p.e1006454-e1006454

2018

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Genome-wide imaging association study implicates functional activity and glial homeostasis of the caudate in smoking addiction

BMC genomics, 2017-09, Vol.18 (1), p.740-740, Article 740

2017

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Elephants and algorithms: a review of the current and future role of AI in elephant monitoring

Journal of the Royal Society interface, 2023-11, Vol.20 (208), p.20230367

2023

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MethylSPWNet and MethylCapsNet: Biologically Motivated Organization of DNAm Neural Networks, Inspired by Capsule Networks

NPJ systems biology and applications, 2021-08, Vol.7 (1), p.33-16, Article 33

2021

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Mortality Risk Along the Frailty Spectrum: Data from the National Health and Nutrition Examination Survey 1999 to 2004

Journal of the American Geriatrics Society (JAGS), 2018-03, Vol.66 (3), p.496-502

2018

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What factors drive polyethylene wear in total knee arthroplasty?: results of a large retrieval series

The bone & joint journal, 2021-11, Vol.103-B (11), p.1695-1701

2021

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Effectiveness of local anesthetic injection in geriatric patients following operative management of proximal and diaphyseal femur fracture

Injury, 2019-11, Vol.50 (11), p.2055-2059

2019

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PyMethylProcess-convenient high-throughput preprocessing workflow for DNA methylation data

Bioinformatics (Oxford, England), 2019-12, Vol.35 (24), p.5379-5381

2019

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Biotechnology in Defense of Economic and National Security

Health security, 2020-08, Vol.18 (4), p.310-312

2020

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Certified Registered Nurse Anesthetists' Management of the Perioperative Do-Not- Resuscitate Order: Evaluating Trends in Required Reconsideration

AANA journal, 2021-12, Vol.89 (6), p.491-499

2021

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MicroRNA-Related Genetic Variants Associated with Survival of Head and Neck Squamous Cell Carcinoma

Cancer epidemiology, biomarkers & prevention, 2019-01, Vol.28 (1), p.127-136

2019

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Relationship Between Food Insecurity and Functional Limitations in Older Adults from 2005-2014 NHANES

Journal of nutrition in gerontology and geriatrics, 2019-07, Vol.38 (3), p.231-246

2019

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Genome-scale identification of microRNA-related SNPs associated with risk of head and neck squamous cell carcinoma

Carcinogenesis (New York), 2017-10, Vol.38 (10), p.986-993

2017

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Automated Strategic Prioritization Matchmaking Tool to Facilitate Federal–Community Adaptation Implementation

Journal of water resources planning and management, 2018-12, Vol.144 (12)

2018

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Prevalence rates of arthritis among US older adults with varying degrees of depression: Findings from the 2011 to 2014 National Health and Nutrition Examination Survey

International journal of geriatric psychiatry, 2018-12, Vol.33 (12), p.1671-1679

2018

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Are Geriatric Patients Who Sustain High-Energy Traumatic Injury Likely to Return to Functional Independence?

Journal of orthopaedic trauma, 2019-05, Vol.33 (5), p.234-238

2019

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methyLiftover: cross-platform DNA methylation data integration

Bioinformatics (Oxford, England), 2016-08, Vol.32 (16), p.2517-2519

2016

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Military Service and Decision Quality in the Management of Knee Osteoarthritis

Military medicine, 2018-07, Vol.183 (7-8), p.e208-e213

2018

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Varying Levels of Food Insecurity Associated with Clinically Relevant Depressive Symptoms in U.S. Adults Aged 60 Years and Over: Results from the 2005-2014 National Health and Nutrition Survey

Journal of nutrition in gerontology and geriatrics, 2019-07, Vol.38 (3), p.218-230

2019

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Duration of military service is associated with decision quality in Veterans considering total knee replacement: case series

Patient related outcome measures, 2019-07, Vol.10, p.209-215

2019

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Comparison of common machine learning models for classification of tuberculosis using transcriptional biomarkers from integrated datasets

Applied soft computing, 2019-01, Vol.74, p.264-273

2019

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Cell-type deconvolution from DNA methylation: a review of recent applications

MethylNet: an automated and modular deep learning approach for DNA methylation analysis

Deconvolution of DNA methylation identifies differentially methylated gene regions on 1p36 across breast cancer subtypes

Enrichment of CpG island shore region hypermethylation in epigenetic breast field cancerization

SIG-DB: Leveraging homomorphic encryption to securely interrogate privately held genomic databases

Genome-wide imaging association study implicates functional activity and glial homeostasis of the caudate in smoking addiction

Elephants and algorithms: a review of the current and future role of AI in elephant monitoring

MethylSPWNet and MethylCapsNet: Biologically Motivated Organization of DNAm Neural Networks, Inspired by Capsule Networks

Mortality Risk Along the Frailty Spectrum: Data from the National Health and Nutrition Examination Survey 1999 to 2004

What factors drive polyethylene wear in total knee arthroplasty?: results of a large retrieval series

Effectiveness of local anesthetic injection in geriatric patients following operative management of proximal and diaphyseal femur fracture

PyMethylProcess-convenient high-throughput preprocessing workflow for DNA methylation data

Biotechnology in Defense of Economic and National Security

Certified Registered Nurse Anesthetists' Management of the Perioperative Do-Not- Resuscitate Order: Evaluating Trends in Required Reconsideration

MicroRNA-Related Genetic Variants Associated with Survival of Head and Neck Squamous Cell Carcinoma

Relationship Between Food Insecurity and Functional Limitations in Older Adults from 2005-2014 NHANES

Genome-scale identification of microRNA-related SNPs associated with risk of head and neck squamous cell carcinoma

Automated Strategic Prioritization Matchmaking Tool to Facilitate Federal–Community Adaptation Implementation

Prevalence rates of arthritis among US older adults with varying degrees of depression: Findings from the 2011 to 2014 National Health and Nutrition Examination Survey

Are Geriatric Patients Who Sustain High-Energy Traumatic Injury Likely to Return to Functional Independence?

methyLiftover: cross-platform DNA methylation data integration

Military Service and Decision Quality in the Management of Knee Osteoarthritis

Varying Levels of Food Insecurity Associated with Clinically Relevant Depressive Symptoms in U.S. Adults Aged 60 Years and Over: Results from the 2005-2014 National Health and Nutrition Survey

Duration of military service is associated with decision quality in Veterans considering total knee replacement: case series

Comparison of common machine learning models for classification of tuberculosis using transcriptional biomarkers from integrated datasets

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