Area of research
Molecular Biology · Genetics
Research interest
Research interests include Epigenetics and DNA Methylation, Genetic Associations and Epidemiology, Single-cell and spatial transcriptomics, and Genetic Syndromes and Imprinting.
Single-cell DNA methylome and 3D genome atlas of human subcutaneous adipose tissue
Accurate prediction of disease-risk factors from volumetric medical scans by a deep vision model pre-trained with 2D scans
Genome wide association study and genomic risk prediction of age related macular degeneration in Israel
Genome-wide association study and genomic risk prediction of age-related macular degeneration in Israel
Cross-tissue immune cell analysis reveals tissue-specific features in humans
Accurate estimation of cell composition in bulk expression through robust integration of single-cell information
Enhancing droplet-based single-nucleus RNA-seq resolution using the semi-supervised machine learning classifier DIEM
The causal effect of obesity on prediabetes and insulin resistance reveals the important role of adipose tissue in insulin resistance
A machine learning algorithm to increase COVID-19 inpatient diagnostic capacity
Association of a Variant in VWA3A with Response to Anti-Vascular Endothelial Growth Factor Treatment in Neovascular AMD
Cell-type-specific resolution epigenetics without the need for cell sorting or single-cell biology
BayesCCE: a Bayesian framework for estimating cell-type composition from DNA methylation without the need for methylation reference
Genome-wide methylation data mirror ancestry information
GLINT: a user-friendly toolset for the analysis of high-throughput DNA-methylation array data
Sparse PCA corrects for cell type heterogeneity in epigenome-wide association studies
Rheumatoid Arthritis Naive T Cells Share Hypermethylation Sites With Synoviocytes