[17a-WL1_301-1~11] 12.7 Biomedical Engineering and Biochips

11:30 AM - 11:45 AM JST(2:30 AM - 2:45 AM UTC)Presentation by Applicant for JSAP Young Scientists Presentation Award

[17a-WL1_301-10] Analysis of EIS data in biosensing using annealing beta-VAE

〇Keita Matsumoto¹, Shigeyasu Uno¹ (1.Ritsumeikan Univ.)

Keywords:

Electrochemical Impedance Spectroscopy,Variational Autoencoder

We proposed a method for equivalent circuit selection and parameter estimation using annealing beta-VAE for EIS analysis in biosensing. We achieved high classification accuracy for three representative circuit models, demonstrating the utility of automated analysis that does not require expert knowledge.