Everyday Omics

Research

From basic AI research into clinical practice.

We specialize in basic and translational computational medical research, combining statistics and AI to turn real-world data into actionable clinical insights.

We draw on user experience design, combined with clinical experience, to make technological advances genuinely useful in everyday work.

Publications

Selected work.

2026

TBD

In press
2025

Noninvasive fetal genotyping using deep neural networks

Schwammenthal Y^†, Rabinowitz T^†, Basel-Salmon L, et al.

Briefings in Bioinformatics

Find
2024

Machine learning-enhanced noninvasive prenatal testing of monogenic disorders

Liscovitch-Brauer N^†, Mesika R^†, Rabinowitz T^†, et al.

Prenatal Diagnosis

Find
2019

Bayesian-based noninvasive prenatal diagnosis of single-gene disorders

Rabinowitz T, Polsky A, Golan D, et al.

Genome Research

Find
2019

Variant PADI3 in central centrifugal cicatricial alopecia

Malki L, Sarig O, Romano MT, et al.

New England Journal of Medicine

Find

† These authors contributed equally.

Full publication list on Google Scholar

Our team

Who’s here.

Tom Rabinowitz, MD-PhD

Principal investigator

Physician-scientist. MD-PhD in Computational Genomics, Tel Aviv University; co-founder and former CTO of Identifai Genetics Ltd., a medical startup for prenatal testing. Currently a pediatric resident at Dana-Dwek Children's Hospital, and forming a new computational research team under the Genetics Institute and Genomics Center at Tel Aviv Sourasky University Medical Center. Works on omics data, statistics, machine and deep learning, genomic foundation models and DNA language models, to solve problems in genomics, cell-free DNA-based noninvasive testing, variant effect prediction, and clinical implementation of omics-based insights.

Email Google Scholar GitHub

Nadav Peled, MD

Project student

Working on a computational study of variants in genome sequencing of infants in neonatal intensive care.

EverydayOmics

From basic AI research into clinical practice.

Selected work.

TBD

Noninvasive fetal genotyping using deep neural networks

Machine learning-enhanced noninvasive prenatal testing of monogenic disorders

Bayesian-based noninvasive prenatal diagnosis of single-gene disorders

Variant PADI3 in central centrifugal cicatricial alopecia

Who’s here.

Tom Rabinowitz, MD-PhD

Nadav Peled, MD

Everyday
Omics