Search Results - "Abe, Ko"

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  1. 1

    UNMF: a unified nonnegative matrix factorization for multi-dimensional omics data by Abe, Ko, Shimamura, Teppei

    Published in Briefings in bioinformatics (20-09-2023)
    “…Abstract Factor analysis, ranging from principal component analysis to nonnegative matrix factorization, represents a foremost approach in analyzing…”
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  2. 2

    DeepKINET: a deep generative model for estimating single-cell RNA splicing and degradation rates by Mizukoshi, Chikara, Kojima, Yasuhiro, Nomura, Satoshi, Hayashi, Shuto, Abe, Ko, Shimamura, Teppei

    Published in Genome Biology (06-09-2024)
    “…Messenger RNA splicing and degradation are critical for gene expression regulation, the abnormality of which leads to diseases. Previous methods for estimating…”
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  3. 3

    LineageVAE: reconstructing historical cell states and transcriptomes toward unobserved progenitors by Majima, Koichiro, Kojima, Yasuhiro, Minoura, Kodai, Abe, Ko, Hirose, Haruka, Shimamura, Teppei

    Published in Bioinformatics (Oxford, England) (01-10-2024)
    “…Abstract Motivation Single-cell RNA sequencing (scRNA-seq) enables comprehensive characterization of the cell state. However, its destructive nature prohibits…”
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    Hierarchical non-negative matrix factorization using clinical information for microbial communities by Abe, Ko, Hirayama, Masaaki, Ohno, Kinji, Shimamura, Teppei

    Published in BMC genomics (04-02-2021)
    “…The human microbiome forms very complex communities that consist of hundreds to thousands of different microorganisms that not only affect the host, but also…”
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  6. 6

    Model-based cell clustering and population tracking for time-series flow cytometry data by Minoura, Kodai, Abe, Ko, Maeda, Yuka, Nishikawa, Hiroyoshi, Shimamura, Teppei

    Published in BMC bioinformatics (27-12-2019)
    “…Modern flow cytometry technology has enabled the simultaneous analysis of multiple cell markers at the single-cell level, and it is widely used in a broad…”
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  7. 7

    Model-based clustering for flow and mass cytometry data with clinical information by Abe, Ko, Minoura, Kodai, Maeda, Yuka, Nishikawa, Hiroyoshi, Shimamura, Teppei

    Published in BMC bioinformatics (17-09-2020)
    “…High-dimensional flow cytometry and mass cytometry allow systemic-level characterization of more than 10 protein profiles at single-cell resolution and provide…”
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  8. 8

    A latent allocation model for the analysis of microbial composition and disease by Abe, Ko, Hirayama, Masaaki, Ohno, Kinji, Shimamura, Teppei

    Published in BMC bioinformatics (31-12-2018)
    “…Establishing the relationship between microbiota and specific diseases is important but requires appropriate statistical methodology. A specialized feature of…”
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  9. 9

    A mixture-of-experts deep generative model for integrated analysis of single-cell multiomics data by Minoura, Kodai, Abe, Ko, Nam, Hyunha, Nishikawa, Hiroyoshi, Shimamura, Teppei

    Published in Cell reports methods (27-09-2021)
    “…The recent development of single-cell multiomics analysis has enabled simultaneous detection of multiple traits at the single-cell level, providing deeper…”
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  10. 10

    CYBERTRACK2.0: zero-inflated model-based cell clustering and population tracking method for longitudinal mass cytometry data by Minoura, Kodai, Abe, Ko, Maeda, Yuka, Nishikawa, Hiroyoshi, Shimamura, Teppei

    Published in Bioinformatics (Oxford, England) (12-07-2021)
    “…Abstract Summary Recent advancements in high-dimensional single-cell technologies, such as mass cytometry, enable longitudinal experiments to track dynamics of…”
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    Hypoxia‐induced oxidative stress promotes therapy resistance via upregulation of heme oxygenase‐1 in multiple myeloma by Abe, Ko, Ikeda, Sho, Nara, Miho, Kitadate, Akihiro, Tagawa, Hiroyuki, Takahashi, Naoto

    Published in Cancer medicine (Malden, MA) (01-04-2023)
    “…Background Multiple myeloma (MM) is a hematopoietic malignancy for which proteasome inhibitors have become available in recent years. However, many patients…”
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    Methotrexate-induced Transient Encephalopathy in an Adolescent and Young Adult Patient with Acute Lymphoblastic Leukemia by Teshima, Kazuaki, Kume, Masaaki, Kondo, Rui, Shibata, Kenichi, Abe, Ko, Aono, Hiroaki, Fushimi, Susumu, Takahashi, Satoshi, Takahashi, Satsuki, Saito, Masahiro, Takahashi, Naoto

    Published in Internal Medicine (01-07-2021)
    “…A 17-year-old girl was diagnosed with acute lymphoblastic leukemia (ALL). After the administration of high-dose methotrexate (MTX) or intrathecal MTX, the…”
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    Hyper-Kamiokande construction status and prospects by Abe, Ko, Tanaka, Hide-Kazu

    Published in Frontiers in physics (26-03-2024)
    “…The Hyper-Kamiokande (Hyper-K) project is the world’s leading international neutrino and nucleon decay experiment comprising a next-generation underground…”
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    Survivability and life support in sealed mini-ecosystems with simulated planetary soils by Sato, Tsubasa, Abe, Ko, Koseki, Jun, Seto, Mayumi, Yokoyama, Jun, Akashi, Tomohiro, Terada, Masahiro, Kadowaki, Kohmei, Yoshida, Satoshi, Yamashiki, Yosuke Alexandre, Shimamura, Teppei

    Published in Scientific reports (01-11-2024)
    “…Establishing a sustainable life-support system for space exploration is a formidable challenge due to the vast distances, high costs, and environmental…”
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    Heart Rate Reduction with Ivabradine Prevents Cardiac Rupture after Myocardial Infarction in Mice by Ikeda, Masataka, Ide, Tomomi, Furusawa, Shun, Ishimaru, Kosei, Tadokoro, Tomonori, Miyamoto, Hiroko Deguchi, Ikeda, Soichiro, Okabe, Kosuke, Ishikita, Akihito, Abe, Ko, Matsushima, Shouji, Tsutsui, Hiroyuki

    Published in Cardiovascular drugs and therapy (01-04-2022)
    “…Purpose Cardiac rupture is a fatal complication following myocardial infarction (MI). An increase in heart rate (HR) is reportedly an independent risk factor…”
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    Acute Myeloid Leukemia Harboring the t(16;21)(p11;q22) Translocation Treated With Venetoclax Plus Azacitidine After Cord Blood Transplantation by Teshima, Kazuaki, Ikeda, Sho, Abe, Ko, Yamada, Masahiro, Takahashi, Naoto

    Published in Curēus (Palo Alto, CA) (20-07-2023)
    “…A 62-year-old female was diagnosed with acute myeloid leukemia (AML) with t(16;21)(p11;q22). She achieved complete hematological remission after induction…”
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