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The influence of comorbidities on adopting essential treatments is crucial for a pathway but has seldom been explored. This study proposes to extract latent ...
Dec 21, 2015 · Three treatment patterns are discovered from data, indicating latent correlations between comorbidities and treatments in the pathway. In ...
Oct 22, 2024 · Incorporating comorbidities into latent treatment pattern mining for clinical pathways. Article. Dec 2015; J BIOMED INFORM. Zhengxing Huang ...
A study conducted by a group of Chinese researchers has shown that incorporating latent treatment pattern mining during clinical pathway execution can help ...
Three treatment patterns are discovered from data, indicating latent correlations between comorbidities and treatments in the pathway. In addition, a possible ...
Sep 16, 2024 · Identifying co-occurrence patterns of medical conditions can help in building statistical models for estimating hospitalizations, disease ...
[PDF] On mining latent treatment patterns from electronic medical ...
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A probabilistic topic model is developed to link patient features and treatment behaviors together to mine treatment patterns hidden in EMRs to help ...
Jan 23, 2024 · The purpose of this study was to mine latent CPs from EMRs in hospitals. In particular, we assume that clinical activities are recorded by ...
On mining latent treatment patterns from electronic medical records ... Incorporating comorbidities into latent treatment pattern mining for clinical pathways.
Incorporating comorbidities into latent treatment pattern mining for clinical pathways. Journal of Biomedical Informatics, 59:227–239, 2016. Z. Huang, W ...