IT Decision Making in German Hospitals - Do CEOs Open the Black Box?
Sign Up to like & getrecommendations! Published in 2017 at "Studies in health technology and informatics"
DOI: 10.3233/978-1-61499-808-2-112
Abstract: Health IT and communication systems are indispensable in German hospitals for clinical as well as administrative process support. However, IT is often regarded as a "black box" for hospital CEOs. Thus, the question arises how… read more here.
Keywords: decision; joint decision; open black; german hospitals ... See more keywords
How to Open a Black Box Classifier for Tabular Data
Sign Up to like & getrecommendations! Published in 2023 at "Algorithms"
DOI: 10.3390/a16040181
Abstract: A lack of transparency in machine learning models can limit their application. We show that analysis of variance (ANOVA) methods extract interpretable predictive models from them. This is possible because ANOVA decompositions represent multivariate functions… read more here.
Keywords: box classifier; classifier tabular; tabular data; black box ... See more keywords