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Addressing the Curse of Missing Data in Clinical Contexts
Curioso, Isabel; Santos, Ricardo; Ribeiro, Bruno; Carreiro, André; Coelho, Pedro; Fragata, José; Gamboa, HugoFunding Information: This work was done under the project “CardioFollow.AI: An intelligent system to improve patients’ safety and remote surveillance in follow-up for cardiothoracic surgery”. Publisher Copyright: © 2023 The Author(s); Clinical data are essential in the medical domain. However, their heterogeneous nature leads to many data quality problems, notably missing values, which undermine the performance...
Date: 2023
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Origin: Repositório Institucional da UNL