Author

Tomoki Sugiura

Doshisha University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Approach:statistical model· 1 Research Focus:variant calling· 1

Frequent Co-Authors

Satoru HiwaiD· 1 shared Tatsuya YamamotoiD· 1 shared Tomoyuki HiroyasuiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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1 shared paperNeuroscience

Satoru HiwaORCID

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1 paper

Recent·Most cited

Task-guided Generative Adversarial Networks for Synthesizing and Augmenting Structural Connectivity Matrices for Connectivity-Based Prediction

Tatsuya Yamamoto, Tomoki Sugiura, Tomoyuki Hiroyasu, Satoru Hiwa

The paper introduces Task-guided GAN II to augment structural connectivity matrices for connectome-based prediction, showing improved accuracy with limited real data.

Network Neuroscience · Jan 1, 2025Peer-reviewedNeuroscience