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A roadmap for semi-automatically extracting predictive and clinically meaningful temporal features from medical data for predictive modeling
Predictive modeling based on machine learning with medical data has great potential to improve healthcare and reduce costs. However, two hurdles, among others, impede its widespread adoption in hdealthcare. First, medical data are by nature longitudinal. Pre-processing them, particularly for feature...
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
2019
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6482973/ https://www.ncbi.nlm.nih.gov/pubmed/31032483 http://dx.doi.org/10.1016/j.glt.2018.11.001 |