Author

Chuanjun Liu

Kyushu UniversityORCID 0000-0002-7232-2573Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Molecular Biology· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Bin CheniD· 2 shared Fengzhen TangiD· 2 shared Kenshi HayashiiD· 2 shared Liang ShangiD· 2 shared Lianqing LiuiD· 2 shared

Activity by Year

2022-2022 · peak 2/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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2 shared papersBioinformatics

Bin ChenORCID

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2 papers

Recent·Most cited

Artificial intelligence-based gas chromatography-olfactometry for sensory evaluation of key compounds in food ingredients

Liang Shang, Chuanjun Liu, Fengzhen Tang, Bin Chen, Lianqing Liu, Kenshi Hayashi

This paper develops AI models to predict odor perception categories from molecular structures, finding that MG-CNN provides the highest accuracy for structure-odor relationship prediction.

bioRxiv · Apr 20, 2022 · PreprintBioinformatics

Machine-Learning-Based Olfactometry: An Auxiliary System for Human Assessors in Olfactory Measurement

Liang Shang, Chuanjun Liu, Fengzhen Tang, Bin Chen, Lianqing Liu, Kenshi Hayashi

This paper develops a machine-learning-based olfactometry system to predict odor descriptors from molecular features, reducing the need for human panelists in olfactory evaluation.

bioRxiv · Apr 20, 2022 · PreprintMolecular Biology