Hi. I'm here to compare, interpret, and explain your biological data.
Health Atlas Comparator compares a personal gene expression sample against a curated healthy reference atlas to identify abnormal biological deviation, pathway shifts, and resemblance to known disease or stress patterns.
This platform is designed to compare a personal molecular profile against a healthy baseline rather than against the full noise of public genomics repositories. By anchoring analysis to healthy blood biology first, the app can detect when a sample appears unusually inflamed, interferon-activated, metabolically stressed, or shifted in cell composition.
Healthy-first baseline
Compares samples against healthy reference biology before disease resemblance is considered.
Multimodal latent model
Combines RNA, ATAC, and methylation into one shared biological state representation.
Interpretability layer
Explains pathway shifts, modality disagreement, and top features in plain language.
A research platform for molecular health data interpretation.
ISO Research is focused on building interpretable biological intelligence systems that connect molecular data to meaningful health insight. The goal is to move beyond isolated lab values and toward models that can compare a sample against a structured reference of healthy biology, detect meaningful deviations, and help explain what those deviations may represent.
Our broader vision is to build a precision health platform that combines transcriptomics, protein biology, pathway analysis, and eventually multimodal genomic modeling to translate complex biological measurements into accessible insight. This includes work across immune health, inflammation, metabolic stress, aging biology, and regenerative research.
The current Health Atlas Comparator is an early layer in that direction. It is designed to anchor interpretation in healthy baseline biology first, then use disease-pattern resemblance as a second layer of context.
This app is for research and exploratory interpretation. It is not intended to diagnose, treat, or replace clinical judgment.