The basics of data, big data, and machine learning in clinical practice
Sign Up to like & getrecommendations! Published in 2020 at "Clinical Rheumatology"
DOI: 10.1007/s10067-020-05196-z
Abstract: Health informatics and biomedical computing have introduced the use of computer methods to analyze clinical information and provide tools to assist clinicians during the diagnosis and treatment of diverse clinical conditions. With the amount of… read more here.
Keywords: big data; machine learning; rheumatology; health ... See more keywords
Tracing seafood at high spatial resolution using NGS-generated data and machine learning: Comparing microbiome versus SNPs.
Sign Up to like & getrecommendations! Published in 2019 at "Food chemistry"
DOI: 10.1016/j.foodchem.2019.02.037
Abstract: Developing reliable tools to trace food origin represents a major goal for producers and control authorities. Here, we test the hypothesis whether NGS-generated data could provide a reliable tool to ensure seafood traceability. As a… read more here.
Keywords: resolution; machine learning; clam; ngs generated ... See more keywords
Big-data and machine learning to revamp computational toxicology and its use in risk assessment.
Sign Up to like & getrecommendations! Published in 2018 at "Toxicology research"
DOI: 10.1039/c8tx00051d
Abstract: The creation of large toxicological databases and advances in machine-learning techniques have empowered computational approaches in toxicology. Work with these large databases based on regulatory data has allowed reproducibility assessment of animal models, which highlight… read more here.
Keywords: big data; machine learning; assessment; toxicology ... See more keywords
SP0125 How big data and machine learning could change the game
Sign Up to like & getrecommendations! Published in 2018 at "Annals of the Rheumatic Diseases"
DOI: 10.1136/annrheumdis-2018-eular.7753
Abstract: With recent advances in the acquisition and digitisation of medical data, the use of routinely collected health data for research is on the rise. Routinely collected data comes with the promise of the 3 V’s… read more here.
Keywords: machine; big data; machine learning; sp0125 big ... See more keywords
Translational Medicine in the Era of Big Data and Machine Learning.
Sign Up to like & getrecommendations! Published in 2018 at "Circulation Research"
DOI: 10.1161/circresaha.118.313944
Abstract: Basic research in cardiovascular medicine has yielded dramatic insights into physiology, leading to therapeutic advances and a significant decrease in cardiovascular mortality for the past 50 years. Nonetheless, it is increasingly recognized that even highly… read more here.
Keywords: medicine; big data; machine learning; translational medicine ... See more keywords