Satoka Aoyagi

11PUBLICATIONS
22CO-AUTHORS
CrystallographyAnalytical spectrometrySolid state chemistryPharmacogenomicsTransition metal chemistry
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Publications (11)

|Jun 02, 2026
Unsupervised multivariate analysis of multiple analysis data fusion combining hydrogen distribution and crystallographic orientation image data of vanadium alloy sample.

|Apr 26, 2026
Application of a Hopfield neural network to extract essential spectral patterns from ToF-SIMS spectra of peptides.

|Dec 27, 2024
Analysis of time-of-flight secondary ion mass spectrometry data of human skin treated with diclofenac using sparse autoencoder.

Atsumi Shinozaki, Kazuhiro Matsuda, Satoka Aoyagi

|Oct 12, 2024
Development of Peptide Identification System for ToF-SIMS Spectra Using Supervised Machine Learning.

Satoka Aoyagi, Miya Fujita, Hidemi Itoh

|Jul 27, 2024
Mass Spectrometry Imaging Combined with Sparse Autoencoder Method Reveals Altered Phosphorylcholine Distribution in Imipramine Treated Wild-Type Mice Brains.

Md Foyzur Rahman, Ariful Islam, Md Monirul Islam

|Sep 16, 2023
Quantitative and Qualitative Analyses of Mass Spectra of OEL Materials by Artificial Neural Network and Interface Evaluation: Results from a VAMAS Interlaboratory Study.

Satoka Aoyagi, David J H Cant, Michael Dürr

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Frequent Collaborators

3 joint publications

Ian S Gilmore

2 joint publications

Michael Dürr

2 joint publications

Jean-Luc Vorng

2 joint publications

Kazuhiro Matsuda