Case Studies

Past Projects

Pan-Cancer Biomarker Atlas

2024

Cross-cancer molecular atlas integrating genomic, proteomic, and metabolomic data.

GenomicsProteomicsAtlas
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180K+

samples

Real-Time Treatment Adaptation

2024

AI system that continuously updates treatment recommendations as new lab results arrive.

AI/MLClinicalReal-Time
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6hrs

decision time

Single-Cell Epigenomics Pipeline

2023

Scalable pipeline mapping clonal evolution patterns during neoadjuvant therapy.

EpigenomicsSingle-Cell
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2M+

cell profiles

Federated Learning — Rare Disease

2024

Privacy-preserving diagnostic models trained across institutions.

FederatedPrivacy
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8

countries

Immunotherapy Response Predictor

2024

Metabolomic signature model predicting immunotherapy response in pancreatic adenocarcinoma.

MetabolomicsImmunotherapy
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91%

accuracy