MEDICAL CODE PREDICTION VIA CAPSULE NETWORKS AND ICD KNOWLEDGE

Medical code prediction via capsule networks and ICD knowledge

Abstract Background Clinical notes record the health status, clinical manifestations and other detailed information of each patient.The International Classification of Diseases (ICD) codes are important labels for electronic health records.Automatic medical codes assignment to clinical notes through the deep learning model can not only improve work

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Surveying the Methodological and Analytical Foundations of the New Institutional Economics: A Critical Comparison with Neoclassical and (Old) Institutional Economics

The purpose of this article is to review the methodological and analytical foundations of the New Institutional Mittens Economics by implying a critical comparison with the Neoclassical and (old) Institutional Economics.After a discussion of the fundamental definitions and concepts of the New Institutional Economics, I turn to the critical comparis

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Integrated emergy and economic evaluation of different planting systems in China: implications for coordinating poverty alleviation and rural revitalization

Developing high-value crop planting industries according to local conditions is an important strategy for targeted poverty alleviation, and it is also a momentous solution for agricultural structure adjustment.However, previous studies mainly have focused on their spatiotemporal evolution and economic benefits instead of their environmental impact.

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