Data‐driven research on eczema: Systematic characterization of the field and recommendations for the future
Sign Up to like & getrecommendations! Published in 2022 at "Clinical and Translational Allergy"
DOI: 10.1002/clt2.12170
Abstract: Abstract Background The past decade has seen a substantial rise in the employment of modern data‐driven methods to study atopic dermatitis (AD)/eczema. The objective of this study is to summarise the past and future of… read more here.
Keywords: driven research; field; risk factors; data driven ... See more keywords
Are microbiome studies ready for hypothesis-driven research?
Sign Up to like & getrecommendations! Published in 2018 at "Current opinion in microbiology"
DOI: 10.1016/j.mib.2018.07.002
Abstract: Hypothesis-driven research has led to many scientific advances, but hypotheses cannot be tested in isolation: rather, they require a framework of aggregated scientific knowledge to allow questions to be posed meaningfully. This framework is largely… read more here.
Keywords: driven research; hypothesis driven; microbiome studies; studies ready ... See more keywords
Big Data in a Nano World: A Review on Computational, Data-Driven Design of Nanomaterials Structures, Properties, and Synthesis
Sign Up to like & getrecommendations! Published in 2022 at "ACS Nano"
DOI: 10.1021/acsnano.2c08411
Abstract: The recent rise of computational, data-driven research has significant potential to accelerate materials discovery. Automated workflows and materials databases are being rapidly developed, contributing to high-throughput data of bulk materials that are growing in quantity… read more here.
Keywords: nano; driven research; computational data; design ... See more keywords
EnosLib: A Library for Experiment-Driven Research in Distributed Computing
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Parallel and Distributed Systems"
DOI: 10.1109/tpds.2021.3111159
Abstract: Despite the importance of experiment-driven research in the distributed computing community, there has been little progress in helping researchers conduct their experiments. In most cases, they have to achieve tedious and time-consuming development and instrumentation… read more here.
Keywords: experiment driven; distributed computing; research distributed; driven research ... See more keywords
Why Psychology Needs to Stop Striving for Novelty and How to Move Towards Theory-Driven Research
Sign Up to like & getrecommendations! Published in 2021 at "Frontiers in Psychology"
DOI: 10.3389/fpsyg.2021.609802
Abstract: Psychological science is maturing and therefore transitioning from explorative to theory-driven research. While explorative research seeks to find something “new,” theory-driven research seeks to elaborate on already known and hence predictable effects. A consequence of… read more here.
Keywords: research; driven research; theory driven; novelty ... See more keywords
DiiS: A Biomedical Data Access Framework for Aiding Data Driven Research Supporting FAIR Principles
Sign Up to like & getrecommendations! Published in 2019 at "Data"
DOI: 10.3390/data4020054
Abstract: Vast amounts of clinical and biomedical research data are produced daily. These data can help enable data driven healthcare through novel biomedical discoveries, improved diagnostics processes, epidemiology, and education. However, finding, and gaining access to… read more here.
Keywords: system; driven research; access; research ... See more keywords