OmicXHealth
Pre-seed startup developing non-invasive early cancer detection tests using AI/ML analysis of circulating cell-free DNA (cfDNA) methylation. The team builds bioinformatics pipelines and machine learning models trained on bisulfite-sequenced datasets and limited clinical samples, and is progressing toward CLIA Laboratory Developed Test (LDT) validation and clinical pilot studies. Recent milestones include external sequencing collaborations, a patent filing for a "sequence once, analyze many times" software-driven approach, conference presentations, and selection to an accelerator program.
Industries
N/A
Products
AI/ML-driven cfDNA methylation analysis platform
A modular software platform that analyzes genome-scale methylation data from cfDNA to detect cancer signals; designed to support multiple assay types via model ensembles and meta-classification.
AI/ML-driven cfDNA methylation analysis platform
A modular software platform that analyzes genome-scale methylation data from cfDNA to detect cancer signals; designed to support multiple assay types via model ensembles and meta-classification.
Services
Collaborative sequencing and assay calibration
Sequencing of clinical/biobank samples and calibration of computational models to a locked wet-lab protocol in partnership with sequencing laboratories.
Collaborative sequencing and assay calibration
Sequencing of clinical/biobank samples and calibration of computational models to a locked wet-lab protocol in partnership with sequencing laboratories.
Expertise Areas
- Liquid biopsy diagnostics
- cfDNA methylation profiling
- Bioinformatics pipeline development
- Machine learning for genomics
Key Technologies
- Bisulfite sequencing
- cfDNA methylation profiling
- Whole-genome methylation sequencing
- Random Forest