SMART: a new patient similarity estimation framework for enhanced predictive modeling in acute kidney injury.
Sign Up to like & getrecommendations! Published in 2025 at "Journal of the American Medical Informatics Association : JAMIA"
DOI: 10.1093/jamia/ocaf125
Abstract: OBJECTIVE Accurately measuring patient similarity is essential for precision medicine, enabling personalized predictive modeling, disease subtyping, and individualized treatment by identifying patients with similar characteristics to an index patient. This study aims to develop an… read more here.
Keywords: estimation framework; predictive modeling; similarity estimation; similarity ... See more keywords
Semantic Similarity Estimation Using Vector Symbolic Architectures
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.3001765
Abstract: For many natural language processing applications, estimating similarity and relatedness between words are key tasks that serve as the basis for classification and generalization. Currently, vector semantic models (VSM) have become a fundamental language modeling… read more here.
Keywords: vector symbolic; similarity estimation; semantic similarity; high dimensional ... See more keywords
Similarity Estimation for Large-Scale Human Action Video Data on Spark
Sign Up to like & getrecommendations! Published in 2018 at "Applied Sciences"
DOI: 10.3390/app8050778
Abstract: The amount of human action video data is increasing rapidly due to the growth of multimedia data, which increases the problem of how to process the large number of human action videos efficiently. Therefore, we… read more here.
Keywords: video data; similarity estimation; action video; human action ... See more keywords