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BioSymetrics

BioSymetrics is a phenomics-driven drug discovery company that integrates clinical and experimental data with machine learning to find and validate targets. Its Elion platform pairs electronic medical record data with zebrafish and computer-vision validation, across cardiometabolic, neurological and rare disease programs.

HealthHuntington, NYbiosymetrics.com
2022data-driven drug discovery partnership with Sema4, now GeneDxGeneDx investor relations

The people

What they build

ElionPhenomics platform pairing clinical-data machine learning with zebrafish validationProduct page ↗

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Working at BioSymetrics

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On the TechTO stage

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About

BioSymetrics puts the disease phenotype rather than the gene at the centre of target discovery. Its Elion platform combines large clinical datasets, machine learning and wet-lab validation in zebrafish with CRISPR and computer vision, so a computational hit is tested experimentally before it advances. Programs span familial dilated cardiomyopathy, atherosclerosis and epilepsy. The company is headquartered in Huntington, New York and is remote-first, with team clusters in Boston, Toronto and San Francisco.

Backers

No funding is confirmed by any citable source; figures appear only in database aggregators

Some figures are founder-stated, not independently confirmed

Quick answers

What does BioSymetrics do?

It integrates clinical and experimental data with machine learning to find drug targets, then validates them experimentally using zebrafish, CRISPR and computer vision.

What is the Elion platform?

BioSymetrics' phenomics platform, which combines electronic medical record data, machine learning and wet-lab validation rather than treating computational hits as final.

Where is BioSymetrics based?

Huntington, New York, operating remote-first with team clusters in Boston, Toronto and San Francisco.

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Maintained by TechTO · facts sourced and dated · last reviewed Aug 2, 2026