Muto Reiko

ムトウレイコ | Muto Reiko

Affiliation and department：
Job title： Project Assistant Professor

Research field (2)： Nephrology , Biological, health, and medical informatics

Research keywords (8)： Radiomics , Nephrology , Feature engineering , Sex differences , Rare disease , Large Language Models , Dialysis , Medical AI

Papers (7)：

Naokazu Sato, Koji Inagaki, Masahiro Takanashi, Reiko Muto, Noritoshi Kato, Shoichi Maruyama, Toshiyuki Akahori. Efficacy of On-line Hemodiafiltration for Rhabdomyolysis Presenting with Acute Kidney Injury due to Unexpected Drug Abuse. Internal medicine (Tokyo, Japan). 2023
Reiko Muto, Kayaho Maeda, Sosuke Fukui, Shoji Saito, Noritoshi Kato, Tomoki Kosugi, Akira Shimizu, Shoichi Maruyama. IgA-dominant glomerulonephritis with DNAJB9-negative fibrillar polytypic immunoglobulin deposits in the subepithelium. CEN case reports. 2022
Muto R, Shigeki Fukuta, Watanabe T, Shindo Y, Kanemitsu Y, Kajikawa S, Yonezawa T, Inoue T, Ichihashi T, Shiratori Y, et al. Predicting oxygen requirements in patients with coronavirus disease 2019 using an artificial intelligence-clinician model based on local non-image data. Frontiers in medicine. 2022. 9
Reiko Muto, Yasuhiro Suzuki, Hideaki Shimizu, Kaoru Yasuda, Takuji Ishimoto, Shoichi Maruyama, Yasuhiko Ito, Masashi Mizuno. Recurrent Cerebrovascular Complications under Enzyme Replacement Therapy in a Patient with Fabry Disease on Peritoneal Dialysis. Internal medicine (Tokyo, Japan). 2022
Reiko Muto, Koji Inagaki, Noritoshi Kato, Shoichi Maruyama, Toshiyuki Akahori. The 30-year Natural History of Non-classic Fabry Disease with an R112H Mutation. Internal medicine (Tokyo, Japan). 2022. 61. 11. 1727-1730

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Lectures and oral presentations (10)：

Analysis of chest X-ray images in patients with dialysis dependent chronic kidney disease focusing on sex differences
(2024)
腎臓内科医の観点を組み込んだ人工知能による日本人COVID-19患者の重症化予測
(第121回日本内科学会総会 2024)
腎臓内科医の観点を組み込んだ機械学習モデルによる日本人COVID-19患者の重症化予測
(AI-MAILs & Clinical AI 第3回合同シンポジウム 2023)
マウスモデルを用いた慢性腎臓病カヘキシアの分子機序の解明
(第95回日本生化学会大会 2022)
R112H変異を持つ男性腎ファブリー病の30年間の経過
(ファブリー病 ZOOM講演会 in 静岡 2020)

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Professional career (1)：

Work history (14)：

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Awards (5)：

2023/12 - 日本透析医学会第8回TSUBASA PROJECT賞性差に着目した透析患者胸部X線画像の解析
2019/10 - 日本内科学会東海地方会優秀演題賞 (研修医指導)
2016/08 - Developmental Biology Travel Grant to 2016 Marine Biological Laboratory Embryology Course, Woods Hole, USA
2016/05 - 日本発生生物学会岡田節人基金若手研究者海外交流助成
2011/10 - 日本呼吸器学会東海地方学会 Resident Award

Association Membership(s) (3)：

日本透析学会 , 日本分子生物学会 , 日本腎臓学会

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