DNA Methylation Biomarkers-Based Human Age Prediction Using Machine Learning

DNA methylation age as a biomarker for cancer

(2021) Chung‐Ho E. Lau et al.   INTERNATIONAL JOURNAL OF CANCER

Artificial neural network, predictor variables and sensitivity threshold for DNA methylation-based age prediction using blood samples

(2021) Zhonghui Thong et al.   Scientific Reports

HippoUnit: A software tool for the automated testing and systematic comparison of detailed models of hippocampal neurons based on electrophysiological data

(2021) Sára Sáray et al.   PLoS Computational Biology

DNA methylation-based age clocks: From age prediction to age reversion

(2021) Rezvan Noroozi et al.   AGEING RESEARCH REVIEWS

Occurrence of Polyethylene Terephthalate and Polycarbonate Microplastics in Infant and Adult Feces

(2021) Junjie Zhang et al.   Environmental Science & Technology Letters

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

(2020) Joshua J. Levy et al.   BMC BIOINFORMATICS

DNA methylation-based age prediction using cell separation algorithm

(2020) Najmeh Sadat Jaddi et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Transcription and DNA Methylation patterns of blood derived CD8+ T cells are associated with age and Inflammatory Bowel Disease but do not predict prognosis

(2020) M. Gasparetto et al.   GASTROENTEROLOGY

A Machine Learning Approach for Predicting Defluorination of Per- and Polyfluoroalkyl Substances (PFAS) for Their Efficient Treatment and Removal

(2019) Akber Raza et al.   Environmental Science & Technology Letters

Recent advances and applications of machine learning in solid-state materials science

(2019) Jonathan Schmidt et al.   npj Computational Materials

An epigenetic biomarker of aging for lifespan and healthspan

(2018) Morgan E. Levine et al.   Aging-US

Evaluation of three statistical prediction models for forensic age prediction based on DNA methylation

(2018) Inge Smeers et al.   Forensic Science International-Genetics

Prediction and characterization of human ageing-related proteins by using machine learning

(2018) Csaba Kerepesi et al.   Scientific Reports

DNA methylation-based age prediction using massively parallel sequencing data and multiple machine learning models

(2018) Anastasia Aliferi et al.   Forensic Science International-Genetics

Human Age Prediction Based on DNA Methylation Using a Gradient Boosting Regressor

(2018) Xingyan Li et al.   Genes

Platform-independent models for age prediction using DNA methylation data

(2018) Sae Rom Hong et al.   Forensic Science International-Genetics

Chronological age prediction based on DNA methylation: Massive parallel sequencing and random forest regression

(2017) Jana Naue et al.   Forensic Science International-Genetics

DNA methylation-based forensic age prediction using artificial neural networks and next generation sequencing

(2017) Athina Vidaki et al.   Forensic Science International-Genetics

Role of DNA methylation in human age prediction

(2017) Neelam Goel et al.   MECHANISMS OF AGEING AND DEVELOPMENT

Biological psychological and social determinants of old age: Bio-psycho-social aspects of human aging

(2014) Małgorzata Dziechciaż et al.   ANNALS OF AGRICULTURAL AND ENVIRONMENTAL MEDICINE

Forensic DNA methylation profiling—Potential opportunities and challenges

(2013) Athina Vidaki et al.   Forensic Science International-Genetics

DNA methylation age of human tissues and cell types

(2013) Steve Horvath   GENOME BIOLOGY