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Teppei Shimamura

Nagoya University - Department of Systems Biology

Japan

  • Nagoya University - Department of Systems Biology

SCHOLARLY PAPERS

3

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124

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Scholarly Papers (3)

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1.

scMM: Mixture-of-Experts Multimodal Deep Generative Model for Single-Cell Multiomics Data Analysis

Number of pages: 19 Posted: 16 Mar 2021
Kodai Minoura, Ko Abe, Hyunha Nam, Hiroyoshi Nishikawa and Teppei Shimamura
Nagoya University - Department of Systems Biology, Nagoya University - Department of Systems Biology, Nagoya University - Department of Systems Biology, Nagoya University - Department of Immunology and Nagoya University - Department of Systems Biology
Downloads 47 (1,097,529)

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2.

Single-Cell Colocalization Analysis Using a Deep Generative Model

Number of pages: 40 Posted: 25 May 2022
Yasuhiro Kojima, Shinji Mii, Shuto Hayashi, Haruka Hirose, Masato Ishikawa, Masashi Akiyama, Atsushi Enomoto and Teppei Shimamura
Nagoya University - Department of Systems Biology, Nagoya University - Department of Pathology, Nagoya University - Department of Systems Biology, Nagoya University - Department of Systems Biology, The University of Tokyo - Department of Computational Biology and Medical Sciences, Nagoya University - Department of Dermatology, Nagoya University - Department of Pathology and Nagoya University - Department of Systems Biology
Downloads 39 (1,196,171)

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Single cell colocalization, Cell cell interaction, Single cell transcriptomics, spatial transcriptomics, Deep generative model

3.

Detecting Time-Evolving Phenotypic Components of Adverse Reactions Against BNT162b2 mRNA SARS-CoV-2 Vaccine Via Non-Negative Tensor Factorization

Number of pages: 32 Posted: 22 Feb 2022
Kei Ikeda, Taka-Aki Nakada, Takahiro Kageyama, Shigeru Tanaka, Naoki Yoshida, Tetsuo Ishikawa, Yuki Goshima, Natsuko Otaki, Shingo Iwami, Teppei Shimamura, Toshibumi Taniguchi, Hidetoshi Igari, Hideki Hanaoka, Koutaro Yokote, Hiroshi Nakajima and Eiryo Kawakami
Chiba University - Department of Allergy and Clinical Immunology, Chiba University - Department of Allergy and Clinical Immunology, affiliation not provided to SSRN, Chiba University - Department of Allergy and Clinical Immunology, Chiba University - Artificial Intelligence Medicine, RIKEN Information R&D and Strategy Headquarters - Advanced Data Science Project (ADSP), RIKEN Information R&D and Strategy Headquarters - Advanced Data Science Project (ADSP), affiliation not provided to SSRN, Kyushu University - Department of Biology, Nagoya University - Department of Systems Biology, Chiba University - Department of Infectious Diseases, Chiba University - Division of Infection Control, Chiba University - Clinical Research Center, Chiba University - Department of Endocrinology, Hematology and Gerontology, Chiba University Hospital COVID-19 Vaccine Center and Chiba University - Artificial Intelligence Medicine
Downloads 38 (1,209,354)

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COVID19, mRNA vaccine, Adverse reaction, Computational phenotyping, Tensor factorization