A new report has named Oakland and the East Bay to a list of metro areas attracting outsized amounts of capital across the U.S. “…Oakland itself has almost 7,000 housing units opening this year, with thousands more in the pipeline, and the city has attracted the full attention of big...
The number of known chemical reactions is huge, at the time this manuscript was written there were ~84 million single- and multi-step reactions in the Chemical Abstract Service database (CAS) [1]. Yet, many reactions in CAS are redundant because the same reactions are applied to different r...
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It is important for users of the CRIME-Q to make a predetermined list of information needed to replicate/reproduce the studies in question. The important items included should also be based on the 3Rs (reduction, refinement, replacement), which ensures the optimal use of animals in research. ...
and improving efficiency. The widespread adoption of EHRs has translated into a substantial increase in the volume of digital data, providing a robust foundation for machine learning (ML) applications in healthcare. Leveraging this wealth of data, ML models can enhance precision, develop personalized...
"Aims and scope of initial data analysis in the context of regression analysis". In Sect. "General strategy to develop an IDA plan for regression analyses" we define a list of several topics of relevance for an IDA plan in a regression modeling context. We show how to prespecify IDA ...
Whether supervised or unsupervised, the ML process requires a set of rules and statistical techniques that can learn meaningful patterns from data, known asalgorithms. A representative list of ML algorithms used in medical applications is shown in Fig.1. Ranging from linear regression to deep learni...
Semi-structured interviews were conducted to (i) get the opinion of biomarker experts regarding the identified attributes from the systematic literature search and (ii) identify additional attributes to be added in the Biomarker Toolkit. The list of attributes was simplified using Table 1 as a refer...