AI-Powered Digital Twins
             Validated pilot in oncology; scalable for cardiology and IVF.

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🔬 Oncology – HPV Oropharyngeal Cancer Pilot

• n=240 paired samples processed for multi-omics + histology

• Built first Digital Twin of HPV-positive oropharyngeal cancer

• >80% accuracy in relapse prediction

• Publication: submitted to Biobank & Biorepository, 2025

❤️ Cardiology – Arrhythmogenic Cardiomyopathy Model

• Developed using CRISPR-Cas9 + HDR in patient-derived cardiomyocytes

• Completed in vitro validation, ready for preclinical expansion

• Peer-reviewed publication: Ukrainian Journal of Cardiovascular Surgery, 2025 

     IVF – Embryo Digital Twin Pilot

• 4 partner IVF centers (Austria, Cyprus)

• >150 spent media samples analyzed (non-invasive metabolomics + imaging)

• AI model: hybrid GNN + Bayesian inference

• First results: strong correlation between metabolomic signatures & implantation success

✨ Investor Value – Validated pilots across oncology, cardiology, and IVF with real patient data, international clinical collaborations, peer-reviewed publications, and a clear path to clinical deployment.