Explainable AI for Bioinformatics: Methods, Tools and Applications

Abstract Artificial intelligence (AI) systems utilizing deep neural networks and machine learning (ML) algorithms are widely used for solving critical problems in bioinformatics, biomedical informatics and precision medicine. However, complex ML models that are often perceived as opaque and black-bo...

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Bibliographic Details
Published in:	Briefings in bioinformatics Vol. 24; no. 5
Main Authors:	Karim, Md Rezaul, Islam, Tanhim, Shajalal, Md, Beyan, Oya, Lange, Christoph, Cochez, Michael, Rebholz-Schuhmann, Dietrich, Decker, Stefan
Format:	Journal Article
Language:	English
Published:	England Oxford University Press 20.09.2023 Oxford Publishing Limited (England)
Subjects:	Algorithms Artificial intelligence Artificial neural networks Automated reasoning Bioinformatics Black boxes Computer vision Customization Data mining Decisions Explainable artificial intelligence Machine learning Mathematical models Medical imaging Neural networks Precision medicine Transparency deep learning explainable AI NLP machine learning interpretable machine learning bioinformatics
ISSN:	1467-5463, 1477-4054, 1477-4054
Online Access:	Get full text
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