Predict potential prognostic or diagnostic biomarkers using ML-ready omics samples on Polly.
Perform feature selection exercises using well-annotated data on Polly.
Optimize biomarker classification using clinical metadata information.
Fast-track the validation of identified biomarkers using ML-Ready, public datasets on Polly.
Analyze expression patterns, disease association and relevance in clinical settings with well annotated and harmonized data.
Filter out false positives and unviable results by cross-validation and comparative studies with relevant public datasets.
identification projects by 75% using harmonized multi-omics
samples on Polly.