Basic Information

Academic Degree

• 博士（医学）(京都大学)

ID,URL

• J-Global ID

  201801013580657675

researchmap URL

• https://researchmap.jp/euchino

Research

Research Areas

• Life sciences, Nephrology
• Informatics, Biological, health, and medical informatics

Papers

• Myofibroblasts acquire retinoic acid–producing ability during fibroblast-to-myofibroblast transition following kidney injury

  Jin Nakamura; Yuki Sato; Yuichiro Kitai; Shuichi Wajima; Shinya Yamamoto; Akiko Oguchi; Ryo Yamada; Keiichi Kaneko; Makiko Kondo; Eiichiro Uchino; Junichi Tsuchida; Keita Hirano; Kumar Sharma; Kenji Kohno; Motoko Yanagita

  Kidney International, Mar. 2019

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• Peritonitis due to Mycobacterium abscessus in peritoneal dialysis patients: case presentation and mini-review

  Erina Ono; Eiichiro Uchino; Keita P. Mori; Hideki Yokoi; Naohiro Toda; Kenichi Koga; Masato Kasahara; Takeshi Matsubara; Motoko Yanagita

  Renal Replacement Therapy, 10 Dec. 2018

  
• Membranous nephropathy associated with pregnancy: an anti-phospholipase A2 receptor antibody-positive case report

  Eiichiro Uchino; Daisuke Takada; Haruta Mogami; Takeshi Matsubara; Tatsuo Tsukamoto; Motoko Yanagita

  CEN Case Reports, 18 Jan. 2018, Lead author, Corresponding author

  
• Relationships Between Quantitative Pulse-Echo Ultrasound Parameters from the Superficial Zone of the Human Articular Cartilage and Changes in Surface Roughness, Collagen Content or Collagen Orientation Caused by Early Degeneration

  Wataru Kiyan; Akira Ito; Yasuaki Nakagawa; Shogo Mukai; Koji Mori; Tatsuo Arai; Eiichiro Uchino; Yasushi Okuno; Hiroshi Kuroki

  Ultrasound in Medicine & Biology, Aug. 2017

  
• Renal-limited vasculitis with elevated levels of multiple antibodies

  Noriaki Sato; Hideki Yokoi; Hirotaka Imamaki; Eiichiro Uchino; Kaoru Sakai; Takeshi Matsubara; Tatsuo Tsukamoto; Sachiko Minamiguchi; Motoko Yanagita

  CEN Case Reports, 03 Mar. 2017

  
• Domain-adaptive semi-supervised learning for efficient rare pathological lesion detection with minimal annotation

  Isao Matsui; Ayumi Matsumoto; Atsuhiro Imai; Hiroki Okushima; Hirohiko Niioka; Masatoshi Abe; Natsune Tamai; Hajime Nagasu; Eiichiro Kanda; Eiichiro Uchino; Tadashi Sofue; Toshiyuki Imasawa; Yuichiro Yano; Hiroshi Kinashi; Ken-ichi Miyoshi; Tamaki Harada; Yasuyuki Nagasawa; Keiji Fujimoto; Yuka Kurokawa; Sawako Kato; Ryohei Kaseda; Masahiro Koizumi; Yasuo Kusunoki; Masaki Ohya; Yoshimasa Kawazoe; Hiroyuki Abe; Yuta Matsukuma; Takaaki Kosugi; Yoshiyasu Ueda; Naohiko Fujii; Masanobu Takeji; Akira Suzuki; Katsuyuki Nagatoya; Kazumasa Oka; Yutaka Ando; Masaaki Izumi; Toshiyuki Komiya; Tatsuo Tsukamoto; Imari Mimura; Takahiro Kuragano; Toshiaki Nakano; Kazuhiko Tsuruya; Yasuhiko Ito; Tetsuo Minamino; Osamu Yamaguchi; Suguru Yamamoto; Hirotaka Komaba; Kengo Furuichi; Kei Fukami; Shin-ichi Araki; Takao Masaki; Naotake Tsuboi; Hitoshi Yokoyama; Akira Shimizu; Tetsuo Ushiku; Shoichi Maruyama; Motoko Yanagita; Masaomi Nangaku; Ryohei Yamamoto; Kazunori Inoue; Yoshitaka Isaka

  npj Digital Medicine, 23 Nov. 2025

  
• Predicting mortality dynamics in cancer patients: A machine learning approach to pre-death events

  Tatsuki Yamamoto; Minoru Sakuragi; Yuzuha Tuji; Yuji Okamoto; Eiichiro Uchino; Motoko Yanagita; Manabu Muto; Mayumi Kamada; Yasushi Okuno

  PLOS One, 09 Sep. 2025

  
• Network analysis reveals causal relationships among individual background risk factors leading to influenza susceptibility

  Akihide Terada; Kenji Fujimoto; Kazuyoshi Kise; Kenta Fujiwara; Eiichiro Uchino; Yutaka Mizuma; Yoshinori Nishioku; Kenzo Takahashi; Ken Itoh; Tatsuya Mikami; Koichi Murashita; Shigeyuki Nakaji; Yukihiro Fujita; Yasushi Okuno; Yoshinori Tamada

  Scientific Reports, 21 Aug. 2025

  
• Out-of-distribution reject option method for dataset shift problem in early disease onset prediction

  Taisei Tosaki; Eiichiro Uchino; Ryosuke Kojima; Yohei Mineharu; Yuji Okamoto; Mikio Arita; Nobuyuki Miyai; Yoshinori Tamada; Tatsuya Mikami; Koichi Murashita; Shigeyuki Nakaji; Yasushi Okuno

  Scientific Reports, 02 Jun. 2025

  
• Female sex hormones inversely regulate acute kidney disease susceptibility throughout life

  Yuichiro Kitai; Naoya Toriu; Takahisa Yoshikawa; Yoshiki Sahara; Sonoko Kinjo; Yoko Shimizu; Yuki Sato; Akiko Oguchi; Ryo Yamada; Makiko Kondo; Eiichiro Uchino; Keisuke Taniguchi; Hiroyuki Arai; Takayoshi Sasako; Hironori Haga; Shingo Fukuma; Naoto Kubota; Takashi Kadowaki; Minoru Takasato; Yasuhiro Murakawa; Motoko Yanagita

  Kidney International, Jan. 2025

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• Interpretable machine learning-based individual analysis of acute kidney injury in immune checkpoint inhibitor therapy

  Minoru Sakuragi; Eiichiro Uchino; Noriaki Sato; Takeshi Matsubara; Akihiko Ueda; Yohei Mineharu; Ryosuke Kojima; Motoko Yanagita; Yasushi Okuno

  PLOS ONE, 19 Mar. 2024

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• Proteinuria frequency and subsequent renal dysfunction in bevacizumab-treated patients: a single center, retrospective, observational study

  Shigeki Kataoka; Yoshitaka Nishikawa; Taro Funakoshi; Takahiro Horimatsu; Minoru Sakuragi; Eiichiro Uchino; Shusuke Hiragi; Shinya Yamamoto; Kaoru Sakai; Takeshi Matsubara; Motoko Yanagita; Manabu Muto

  International Journal of Clinical Oncology, 14 Feb. 2024

  
• Individual health-disease phase diagrams for disease prevention based on machine learning

  Kazuki Nakamura; Eiichiro Uchino; Noriaki Sato; Ayano Araki; Kei Terayama; Ryosuke Kojima; Koichi Murashita; Ken Itoh; Tatsuya Mikami; Yoshinori Tamada; Yasushi Okuno

  Journal of Biomedical Informatics, Aug. 2023

  
• Use of proton pump inhibitors and macrolide antibiotics and risk of acute kidney injury: a self-controlled case series study

  Keiko Ikuta; Shunsaku Nakagawa; Chinami Yamawaki; Kotaro Itohara; Daiki Hira; Satoshi Imai; Atsushi Yonezawa; Takayuki Nakagawa; Minoru Sakuragi; Noriaki Sato; Eiichiro Uchino; Motoko Yanagita; Tomohiro Terada

  BMC Nephrology, 30 Nov. 2022

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• Robust prognostic prediction model developed with integrated biological markers for acute myocardial infarction

  Masahiro Nishi; Eiichiro Uchino; Yasushi Okuno; Satoaki Matoba

  PLOS ONE, 03 Nov. 2022

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• Lineage tracing analysis defines erythropoietin-producing cells as a distinct subpopulation of resident fibroblasts with unique behaviors

  Keiichi Kaneko; Yuki Sato; Eiichiro Uchino; Naoya Toriu; Mayo Shigeta; Hiroshi Kiyonari; Shuichiro Endo; Shingo Fukuma; Motoko Yanagita

  Kidney International, Aug. 2022

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• Evaluation of Kidney Histological Images Using Unsupervised Deep Learning

  Noriaki Sato; Eiichiro Uchino; Ryosuke Kojima; Minoru Sakuragi; Shusuke Hiragi; Sachiko Minamiguchi; Hironori Haga; Hideki Yokoi; Motoko Yanagita; Yasushi Okuno

  Kidney International Reports, Sep. 2021

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• Prediction and visualization of acute kidney injury in intensive care unit using one-dimensional convolutional neural networks based on routinely collected data

  Noriaki Sato; Eiichiro Uchino; Ryosuke Kojima; Shusuke Hiragi; Motoko Yanagita; Yasushi Okuno

  Computer Methods and Programs in Biomedicine, Jul. 2021

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• Health improvement framework for actionable treatment planning using a surrogate Bayesian model

  Kazuki Nakamura; Ryosuke Kojima; Eiichiro Uchino; Koh Ono; Motoko Yanagita; Koichi Murashita; Ken Itoh; Shigeyuki Nakaji; Yasushi Okuno

  Nature Communications, 25 May 2021

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• Spatiotemporal ATP Dynamics during AKI Predict Renal Prognosis

  Shinya Yamamoto; Masamichi Yamamoto; Jin Nakamura; Akiko Mii; Shigenori Yamamoto; Masahiro Takahashi; Keiichi Kaneko; Eiichiro Uchino; Yuki Sato; Shingo Fukuma; Hiromi Imamura; Michiyuki Matsuda; Motoko Yanagita

  Journal of the American Society of Nephrology, 12 Oct. 2020

  
• Association between the size of healthcare facilities and the intensity of hypertension therapy: a cross-sectional comparison of prescription data from insurance claims data

  Shusuke Hiragi; Noriaki Sato; Eiichiro Uchino; Tomohiro Kuroda; Motoko Yanagita

  Hypertension Research, 15 Sep. 2020

  
• Metagenomic profiling of gut microbiome in early chronic kidney disease

  Noriaki Sato; Masanori Kakuta; Takanori Hasegawa; Rui Yamaguchi; Eiichiro Uchino; Koichi Murashita; Shigeyuki Nakaji; Seiya Imoto; Motoko Yanagita; Yasushi Okuno

  Nephrology Dialysis Transplantation, 01 Sep. 2020

  
• Classification of glomerular pathological findings using deep learning and nephrologist–AI collective intelligence approach

  Eiichiro Uchino; Kanata Suzuki; Noriaki Sato; Ryosuke Kojima; Yoshinori Tamada; Shusuke Hiragi; Hideki Yokoi; Nobuhiro Yugami; Sachiko Minamiguchi; Hironori Haga; Motoko Yanagita; Yasushi Okuno

  International Journal of Medical Informatics, Sep. 2020, Lead author

  
• Metagenomic analysis of bacterial species in tongue microbiome of current and never smokers

  Noriaki Sato; Masanori Kakuta; Takanori Hasegawa; Rui Yamaguchi; Eiichiro Uchino; Wataru Kobayashi; Kaori Sawada; Yoshihiro Tamura; Itoyo Tokuda; Koichi Murashita; Shigeyuki Nakaji; Seiya Imoto; Motoko Yanagita; Yasushi Okuno

  npj Biofilms and Microbiomes, 13 Mar. 2020, Peer-reviewed

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• The relationship between cigarette smoking and the tongue microbiome in an East Asian population

  Noriaki Sato; Masanori Kakuta; Eiichiro Uchino; Takanori Hasegawa; Ryosuke Kojima; Wataru Kobayashi; Kaori Sawada; Yoshihiro Tamura; Itoyo Tokuda; Seiya Imoto; Shigeyuki Nakaji; Koichi Murashita; Motoko Yanagita; Yasushi Okuno

  Journal of Oral Microbiology, 01 Jan. 2020

  
• MGeND: an integrated database for Japanese clinical and genomic information

  Mayumi Kamada; Masahiko Nakatsui; Ryosuke Kojima; Sachio Nohara; Eiichiro Uchino; Shigeki Tanishima; Masaya Sugiyama; Kenjiro Kosaki; Katsushi Tokunaga; Masashi Mizokami; Yasushi Okuno

  Human Genome Variation, 06 Dec. 2019

  

External funds: Kakenhi

• Development of automated classification of glomeruli with clinical information

  Grant-in-Aid for Research Activity Start-up

  0403:Biomedical engineering and related fields

  Kyoto University

  Eiichiro Uchino

  From 24 Aug. 2018, To 31 Mar. 2020, Project Closed

  腎病理;人工知能;機械学習;医療情報;病理画像;腎生検

  https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-19K21115/
• 機械学習による急性腎障害リスクアラートツールの臨床的有用性検討

  Grant-in-Aid for Early-Career Scientists

  Basic Section 53040:Nephrology-related

  Kyoto University

  内野 詠一郎

  From 01 Apr. 2022, To 31 Mar. 2025, Granted

  急性腎障害;発症予測モデル;AI;腎臓内科学;機械学習;人工知能

  https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-22K16217/
• Social implementation trial of ALD/NAFLD predictive model to improve health literacy and promote behavior change

  Grant-in-Aid for Scientific Research (C)

  Basic Section 58080:Gerontological nursing and community health nursing-related

  Meio University

  本村 純

  From 01 Apr. 2022, To 31 Mar. 2027, Granted

  疫学調査;横断調査;非侵襲的スクリーニング;脂肪肝;特定健診項目;ALD;NAFLD;縦断調査;スクリーニング;機械学習;予兆モデル;アルコール性肝疾患;非アルコール性脂肪性肝疾患;ヘルスリテラシー;行動変容

  https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-22K11211/

Education

Teaching subject(s)

• From 01 Apr. 2025, To 31 Mar. 2026

  Health Science II

  U105, Spring, Institute for Liberal Arts and Sciences, 2
• From 01 Apr. 2025, To 31 Mar. 2026

  Health Science II

  U105, Fall, Institute for Liberal Arts and Sciences, 2
• From 01 Apr. 2025, To 31 Mar. 2026

  Big data science in medicine

  3236, Fall, Faculty of Medicine, 1
• From 01 Apr. 2025, To 31 Mar. 2026

  Special lecture for big data science in medicine

  M357, Spring, Graduate School of Medicine, 2
• From 01 Apr. 2024, To 31 Mar. 2025

  Big data science in medicine

  3236, Fall, Faculty of Medicine, 1
• From 01 Apr. 2024, To 31 Mar. 2025

  Special lecture for big data science in medicine

  M357, Spring, Graduate School of Medicine, 2
• From 01 Apr. 2023, To 31 Mar. 2024

  Big data science in medicine

  3236, Fall, Faculty of Medicine, 1
• From 01 Apr. 2023, To 31 Mar. 2024

  Special lecture for big data science in medicine

  M357, Spring, Graduate School of Medicine, 2
• From 01 Apr. 2022, To 31 Mar. 2023

  Big data science in medicine

  3236, Fall, Faculty of Medicine, 1
• From 01 Apr. 2022, To 31 Mar. 2023

  Health Science II

  U105, Spring, Institute for Liberal Arts and Sciences, 2
• From 01 Apr. 2022, To 31 Mar. 2023

  Special lecture for big data science in medicine

  M357, Spring, Graduate School of Medicine, 2
• From 01 Apr. 2022, To 31 Mar. 2023

  Health Science II

  U105, Fall, Institute for Liberal Arts and Sciences, 2
• From Apr. 2021, To Mar. 2022

  Health Science II

  Spring, 全学共通科目