| 1. |
Kazumitsu Maehara, Geometry-aware high-dimensional vector field reconstruction using Hodge decomposition, ICIAM 2023, 2023.08, We propose a method based on Hodge decomposition for analyzing high-dimensional and complex molecular dynamics using single-cell omics data. Drawing inspiration from topology and differential geometry, we developed a data-driven vector field reconstruction method that smoothly captures key features of dynamics (e.g., potential, divergence, curl, and Jacobian) with reduced computational costs through appropriate connections and regularization. Our approach has the potential to contribute to biological discoveries and understanding.. |
| 2. |
前原一満, 高感度組織エピゲノム解析手法の開発, 第81回日本癌学会学術総会, 2022.10. |
| 3. |
Kazumitsu Maehara, Towards extracting chromatin dynamics from single-cell measurements, 第45回日本分子生物学会年会, 2019.12. |
| 4. |
Kazumitsu Maehara, Low-input Epigenomic Profiling Technology Toward the Identification of Myogenic Chromatin Structure, The 13th International Symposium of the Institute Network for Biomedical Sciences joint with the 3rd Symposium of the Inter-University Research Network for Trans-Omics Medicine and the 28th Hot Spring Harbor Symposium, 2018.10. |
| 5. |
Kazumitsu Maehara, Immunofluorescence-based Epigenomic Profiling Technology, 2018 Federation of American Societies for Experimental Biology (FASEB), 2018.09. |
| 6. |
Kazumitsu Maehara, Myogenic Chromatin Structure Is Formed with the Histone H3 Variant H3mm7, Muscle Development, Regeneration and Disease 2018, 2018.04. |
| 7. |
Kazumitsu Maehara, Novel Histone H3 Variant, H3mm7, Regulates Skeletal Muscle Differentiation , 2016 Keystone Symposia Conference, 2016.03. |
| 8. |
前原 一満, Exploring nucleosome positioning patterns act as a functional component of chromatin structure, EMBO Workshop Histone variants, 2014.06. |
