documentation:software:atlas:prediction
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| documentation:software:atlas:prediction [2017/10/17 15:23] – jhardin | documentation:software:atlas:prediction [2019/05/30 20:46] (current) – anthonysena | ||
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| + | ===== IMPORTANT NOTE ===== | ||
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| + | All ATLAS documentation has moved to [[https:// | ||
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| + | ===== Prediction (LEGACY) ===== | ||
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| ATLAS has embedded the ability to generate prediction models using machine learning methods for precision medicine and disease interception, | ATLAS has embedded the ability to generate prediction models using machine learning methods for precision medicine and disease interception, | ||
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| * Random forest | * Random forest | ||
| * k-nearest neighbors | * k-nearest neighbors | ||
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| - | This feature can be accessed by clicking on the Prediction menu item. | ||
| - | {{: | ||
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| The ATLAS prediction feature uses the R package PatientLevelPrediction that builds patient level predictive models using data in Common Data Model format. | The ATLAS prediction feature uses the R package PatientLevelPrediction that builds patient level predictive models using data in Common Data Model format. | ||
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| * Supported outcome models are logistic, Poisson, and survival (time to event). | * Supported outcome models are logistic, Poisson, and survival (time to event). | ||
| - | There are options for inputs in the ATLAS prediction page. | + | This feature can be accessed by clicking on the Prediction menu item; there are options for inputs in the ATLAS prediction page. |
| - | {{: | + | {{: |
| Additional details can be found by viewing a video tutorial: https:// | Additional details can be found by viewing a video tutorial: https:// | ||
documentation/software/atlas/prediction.1508253788.txt.gz · Last modified: by jhardin
