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Graph Kernel Prediction of Drug Prescription | IEEE Conference Publication | IEEE Xplore

Graph Kernel Prediction of Drug Prescription


Abstract:

Predictive models for drug prescription exist; we propose an additional such model that uses a graphical representation of an electronic health record with the prescripti...Show More

Abstract:

Predictive models for drug prescription exist; we propose an additional such model that uses a graphical representation of an electronic health record with the prescription process formulated as a kernelized binary (success or failure) classification problem. Our approach improves accuracy while maintaining a high level of interpretability. Results using the Taiwanese National Health Insurance Research Database (NHIRD) favorably compare our approach to other models.
Date of Conference: 19-22 May 2019
Date Added to IEEE Xplore: 12 September 2019
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Conference Location: Chicago, IL, USA

References

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