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GRAM: Graph-based Attention Model for Healthcare Representation Learning

Data insufficiency: Often in healthcare predictive modeling, the sample size is insufficient for deep learning methods to achieve satisfactory results. Interpretation: The representations learned by deep learning methods should align with medical knowledge. To address these challenges, we propose GR...

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Dades bibliogràfiques
Publicat a:KDD
Autors principals: Choi, Edward, Bahadori, Mohammad Taha, Song, Le, Stewart, Walter F., Sun, Jimeng
Format: Artigo
Idioma:Inglês
Publicat: 2017
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC7954122/
https://ncbi.nlm.nih.gov/pubmed/33717639
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1145/3097983.3098126
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