Comparison of machine learning approaches for structure–function modeling in glaucoma
Sign Up to like & getrecommendations! Published in 2022 at "Annals of the New York Academy of Sciences"
DOI: 10.1111/nyas.14844
Abstract: To evaluate machine learning (ML) approaches for structure–function modeling to estimate visual field (VF) loss in glaucoma, models from different ML approaches were trained on optical coherence tomography thickness measurements to estimate global VF mean… read more here.
Keywords: structure function; function modeling; machine learning; glaucoma ... See more keywords
Towards refactoring the Molecular Function Ontology with a UML profile for function modeling
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Biomedical Semantics"
DOI: 10.1186/s13326-017-0152-y
Abstract: BackgroundGene Ontology (GO) is the largest resource for cataloging gene products. This resource grows steadily and, naturally, this growth raises issues regarding the structure of the ontology. Moreover, modeling and refactoring large ontologies such as… read more here.
Keywords: function modeling; ontology; function; towards refactoring ... See more keywords