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  • ProvenCare Lumbar Spine Prediction Model - Ferit Akova (Geisinger Health System)

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This will be a specific use case of BayesiaLab for a medical application. In addition to employing the rich modeling and inference functionality of BayesiaLab, what is further interesting is that, we plan to show a workaround for learning with a mixed representation of disjoint feature subsets for the three components described above. To our knowledge, this is something not readily available via the data loading mechanism of BayesiaLab. We will also present quantitative results with real data from Geisinger, which is an exciting and distinctive dimension of this study.

  

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