journal article·2025-03Open access

Deep Learning‐Based Ion Channel Kinetics Analysis for Automated Patch Clamp Recording (Adv. Sci. 12/2025)

Shengjie Yang, Jiaqi Xue, Ziqi Li, Shiqing Zhang, Zhang Zhang, Zhifeng Huang, Ken Kin Lam Yung, King Wai Chiu Lai

Advanced Science· Volume 12· Issue 12

Abstract

Deep Learning This work showcases the integration of artificial intelligence in analyzing ion channel recordings. It highlights the AI-driven evaluation of ion channel kinetics and the visualization of ion channel activity on the cell membrane. The framework automatically processes patch clamp data, delivering precise ion channel kinetics, offering a powerful tool for advancing electrophysiological research. More details can be found in article number 2404166 by King Wai Chiu Lai and co-workers.
Source: openalex_inverted_index · Quality: baseline

Research context

OpenAlex topics: Ion-surface interactions and analysis

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