Computation-Driven Public Health Technology We Are Your Technology Base
Birth defect prevention, tumor early screening, infectious disease surveillance — all require deep involvement of computational biology and AI.
We provide the compute engine; partners handle project delivery
View Technical CapabilitiesChina Public Health Needs China-Population Optimization + AI Dry Computing
Data Volume Exploding, Interpretation Can't Keep Up
Data generation outpaces interpretation speed — AI dry computing is the only solution that can scale.
VUS Is the Blind Spot of Public Health
Every person has 50-100 VUS. Three-model zero-shot scoring makes the blind spot assessable for the first time.
China's Population Genome Cannot Rely on Western Models
ALDH2 rs671 East Asian carrier rate 30-50%, HLA-B*1502 carbamazepine can be fatal — Western tests often miss these.
Your Project Needs These — We Do the Computing
Birth Defect Prevention
Pain Point
A birth defect public-health project covers tens of thousands of pregnant women, each generating 90 Gb of WGS data. Traditional carrier screening covers only 5-50 diseases — WGS can cover hundreds. But the bottleneck is not sequencing, it is interpretation: 50-100 VUS per person, manual interpretation is impossible.
Our Compute Plan
Dry-computing backend for full-cycle genomic screening (premarital-preconception-prenatal-newborn). Three-model VUS zero-shot scoring — traditionally only labeled "variant of uncertain significance", we give a pathogenicity probability.
Toolchain
Genos and 8 tools
Suitable Partners
Public-health project operators with health commission / maternal-child hospital channels, NIPT service providers, regional screening centers
Tumor Early Screening Regional Pilot
Pain Point
China has 4.82 million new cancer cases per year. Early screening is key — Stage I five-year survival 90%+, Stage IV under 20%. But traditional panels cover only a few hotspot mutations.
Our Compute Plan
The compute engine for free early screening of high-risk populations. Genetic risk assessment + ctDNA/methylation interpretation + neoantigen prediction. Whole-genome coverage + VUS zero-shot scoring.
Toolchain
Genos and 7 tools
Suitable Partners
Early-screening service providers with healthcare security / health commission channels, checkup chains, oncology hospital consortia
Infectious Disease Surveillance & Warning
Pain Point
From sample to pathogen identification to evolutionary tracing, traditional workflows take days to weeks. Grassroots CDC most need rapid pathogen identification but lack computing capacity the most.
Our Compute Plan
mNGS/tNGS pathogen identification + drug-resistance gene detection + evolutionary tracing + transmission-chain inference, an all-in-one pipeline. Sample-to-report within hours.
Toolchain
Kraken2 and 8 tools
Suitable Partners
Medical informatization vendors with CDC / hospital channels, IVD companies, mNGS service providers