Computer vision and machine learning for robust phenotyping in genome-wide studies
Sign Up to like & getrecommendations! Published in 2017 at "Scientific Reports"
DOI: 10.1038/srep44048
Abstract: Traditional evaluation of crop biotic and abiotic stresses are time-consuming and labor-intensive limiting the ability to dissect the genetic basis of quantitative traits. A machine learning (ML)-enabled image-phenotyping pipeline for the genetic studies of abiotic… read more here.
Keywords: genome wide; machine learning; computer vision; vision machine ... See more keywords
Design and Concept of the SMITH Phenotyping Pipeline
Sign Up to like & getrecommendations! Published in 2019 at "Studies in health technology and informatics"
DOI: 10.3233/shti190821
Abstract: Phenotyping means the determination of clinical relevant phenotypes, e.g. by classification or calculation based on EHR data. Within the German Medical Informatics Initiative, the SMITH consortium is working on the implementation of a phenotyping pipeline.… read more here.
Keywords: design concept; smith phenotyping; pipeline; phenotyping pipeline ... See more keywords