(Semester 4) Intelligence of Biological Systems - End Semester Project
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Updated
Jun 8, 2021 - Jupyter Notebook
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fcgr
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[a.a. 23/24] A.Ture, G.Pagano
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Updated
Apr 10, 2024 - Python
Evidence-aware somatic variant pathogenicity classifier using topology (TDA), fractal (FCGR) features, and dynamic ensemble selection (KNORA). MCC=0.8702, AUROC=0.9666 on 207K variants from dbNSFP v5.3a.
python machine-learning bioinformatics somatic-variants cancer-genomics ensemble-learning pathogenicity persistent-homology topological-data-analysis knora dbnsfp shap fcgr variant-classification dynamic-ensemble-selection
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Mar 9, 2026 - Python
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