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Artificial Intelligence-Assisted Office Blood Pressure Measurements

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Artificial Intelligence-Assisted Office Blood Pressure Measurements

We developed two methods to screen for white-coat hypertension and masked hypertension. First method uses machine learning classifiers such as Random Forest. Features were ranked with SHAP values, and supervised feature selection was performed. Second method utilizes dimensionality reduction and deep learning with PCA and Tab-PFN.

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  • Pavilion:Future Tech AIoT & Smart Applications FK07

  • Affiliated Ministry:National Science and Technology Council

  • Application Field:Information & Communications

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  • Technology maturity:Trial production

  • Exhibiting purpose:Display of scientific results

  • Trading preferences:Negotiate by self

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