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OncoPredictor Insight Presentation

OncoPredictor Insight Presentation

ksatterstrom
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OncoPredictor Insight Presentation

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  1. Data - Source • The Cancer Genome Atlas • Clinical and genetic records from thousands of cancer patients • I examined: • Disease: Glioblastoma • Drug: Temozolomide • 94 patients total

  2. Data - Groups

  3. Data - Groups Class I Class II

  4. Data - Features Frequency Frequency Frequency Frequency

  5. Algorithm • Random Forest

  6. Algorithm • Random Forest • 5-fold cross-validation: Chance

  7. Demo • http://OncoPredictor.me

  8. Feature importance

  9. Feature importance

  10. Feature importance

  11. Feature importance

  12. About me Harvard Bioengineering PhD Longevity, delaying age-related disease Harvard College Physics, History of Science

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