Deep Learning‐Based Ion Channel Kinetics Analysis for Automated Patch Clamp Recording
Deep Learning‐Based Ion Channel Kinetics Analysis for Automated Patch Clamp Recording
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Publisher
Germany: John Wiley & Sons, Inc
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Language
English
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Publisher
Germany: John Wiley & Sons, Inc
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Contents
The patch clamp technique is a fundamental tool for investigating ion channel dynamics and electrophysiological properties. This study proposes the first artificial intelligence framework for characterizing multiple ion channel kinetics of whole‐cell recordings. The framework integrates machine learning for anomaly detection and deep learning for m...
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Full title
Deep Learning‐Based Ion Channel Kinetics Analysis for Automated Patch Clamp Recording
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TN_cdi_doaj_primary_oai_doaj_org_article_1a9ae4dc59a744c09957a10e63f6e8e8
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_1a9ae4dc59a744c09957a10e63f6e8e8
Other Identifiers
ISSN
2198-3844
E-ISSN
2198-3844
DOI
10.1002/advs.202404166
