Výsledky vyhledávání - "Santhiappan, Sudarsun"

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Clustering Indices based Automatic Classification Model Selection

Autor: Santhiappan, Sudarsun, Shravan, Nitin, Ravindran, Balaraman

Classification model selection is a process of identifying a suitable model class for a given classification task on a dataset. Traditionally, model selection is based on cross-validation, meta-learning, and user preferences, which are often time-con

Externí odkaz: http://arxiv.org/abs/2305.13926

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DEXTER: An end-to-end system to extract table contents from electronic medical health documents

Autor: PR, Nandhinee, Krishnamoorthy, Harinath, Srivatsan, Koushik, Goyal, Anil, Santhiappan, Sudarsun

In this paper, we propose DEXTER, an end to end system to extract information from tables present in medical health documents, such as electronic health records (EHR) and explanation of benefits (EOB). DEXTER consists of four sub-system stages: i) ta

Externí odkaz: http://arxiv.org/abs/2207.06823

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GrabQC: Graph based Query Contextualization for automated ICD coding

Autor: Chelladurai, Jeshuren, Santhiappan, Sudarsun, Ravindran, Balaraman

Automated medical coding is a process of codifying clinical notes to appropriate diagnosis and procedure codes automatically from the standard taxonomies such as ICD (International Classification of Diseases) and CPT (Current Procedure Terminology).

Externí odkaz: http://arxiv.org/abs/2207.06802

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