Deep Learning‐Based Ion Channel Kinetics Analysis for Automated Patch Clamp Recording

Deep Learning‐Based Ion Channel Kinetics Analysis for Automated Patch Clamp Recording

Abstract 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 mac...

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Bibliographic Details
Main Authors: Shengjie Yang, Jiaqi Xue, Ziqi Li, Shiqing Zhang, Zhang Zhang, Zhifeng Huang, Ken Kin Lam Yung, King Wai Chiu Lai
Format: Article
Language:English
Published: Wiley 2025-03-01
Series:Advanced Science
Subjects:
deep learning
electrophysiology
ion channels
patch clamp
whole‐cell recording
Online Access:https://doi.org/10.1002/advs.202404166
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