Opening the Black-Box: Extracting Medical Reasoning from Machine Learning Predictions
Opening the Black-Box: Extracting Medical Reasoning from Machine Learning Predictions
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Publisher
Cluj-Napoca: SRIMA Publishing House
Journal title
Language
English
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Publisher
Cluj-Napoca: SRIMA Publishing House
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Scope and Contents
Contents
Background: A transparent machine learning model enables the end-user to investigate the decision process from (clinical) input data to the final prediction of the model. Modern (Deep Learning) machine learning models are highly complex and opaque - lacking the transparency required by both the clinician and the patient. Not knowing why a model pre...
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Full title
Opening the Black-Box: Extracting Medical Reasoning from Machine Learning Predictions
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TN_cdi_proquest_journals_2573887182
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2573887182
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ISSN
1224-5593
E-ISSN
2067-7855
