大戸陽平 (Yohei Ohto)

大戸陽平 (Yohei Ohto)

he/him

Ph.D. Student @ The University of Tokyo
Part-time Engineer @ Preferred Networks
Bioinformatics & NLP for drug discovery

Publications

Preprints / プレプリント

Defining and Evaluating Cell–Cell Relation Extraction from Biomedical Literature under Realistic Annotation Constraints

Published in bioRxiv, 2025

生物医学文献から細胞間の関係を抽出する課題を定義し、注釈付きデータを構築して複数のモデルを評価しました。

Recommended citation: Mei Yoshikawa, Tadahaya Mizuno, Yohei Ohto, Hiromi Fujimoto, Hiroyuki Kusuhara. (2025). Defining and Evaluating Cell–Cell Relation Extraction from Biomedical Literature under Realistic Annotation Constraints. bioRxiv preprint doi:10.1101/2025.12.01.691726.
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Exploring Multi-Objective Trade-offs in Reference Compound Selection for Validation Studies of Toxicity Assays

Published in arXiv, 2025

毒性評価の検証に用いる対照化合物の選定を、化学構造・物性・毒性の多様性を考慮する多目的設計問題として検討しました。

Recommended citation: Yohei Ohto, Tadahaya Mizuno, Yasuhiro Yoshikai, Hiromi Fujimoto, Hiroyuki Kusuhara. (2025). Exploring Multi-Objective Trade-offs in Reference Compound Selection for Validation Studies of Toxicity Assays. arXiv preprint arXiv:2505.07140.
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