Daiju Ueda

Profile Information

Affiliation: Associate Professor, Department of Artificial Intelligence , Graduate School of Medicine, Osaka Metropolitan University
: (Concurrent)Center for Health Science Innovation

Degree: PhD, MD(Mar, 2021, Osaka City University)

ORCID ID: https://orcid.org/0000-0002-3878-3616
J-GLOBAL ID: 202101017958565902
Researcher ID: AAG-2167-2021
researchmap Member ID: R000016549

Major Research History

Apr, 2024 - Present

Associate Professor, Department of Artificial Intelligence, Graduate School of Medicine, Osaka Metropolitan University
Apr, 2022 - Mar, 2024

Associate Professor, Center for Health Science Innovation, Osaka Metropolitan University
Apr, 2021 - Mar, 2022

Researcher, Department of Diagnostic and Interventional Radiology, Graduate School of Medicine, Osaka City University
Apr, 2016 - Mar, 2021

Department of Diagnostic and Interventional Radiology, Graduate School of Medicine, Osaka City University

Major Papers

Chest radiography as a biomarker of ageing: artificial intelligence-based, multi-institutional model development and validation in Japan

Yasuhito Mitsuyama, Toshimasa Matsumoto, Hiroyuki Tatekawa, Shannon L Walston, Tatsuo Kimura, Akira Yamamoto, Toshio Watanabe, Yukio Miki, Daiju Ueda

The Lancet Healthy Longevity, 4(9) e478-e486, Sep, 2023 Peer-reviewedLast authorCorresponding author
Fairness of artificial intelligence in healthcare: review and recommendations.

Daiju Ueda, Taichi Kakinuma, Shohei Fujita, Koji Kamagata, Yasutaka Fushimi, Rintaro Ito, Yusuke Matsui, Taiki Nozaki, Takeshi Nakaura, Noriyuki Fujima …

Japanese journal of radiology, Aug 4, 2023 Peer-reviewedInvitedLead authorCorresponding author
AI-based Virtual Synthesis of Methionine PET from Contrast-enhanced MRI: Development and External Validation Study.

Hirotaka Takita, Toshimasa Matsumoto, Hiroyuki Tatekawa, Yutaka Katayama, Kosuke Nakajo, Takehiro Uda, Yasuhito Mitsuyama, Shannon L Walston, Yukio Miki, Daiju Ueda

Radiology, 308(2) e223016, Aug, 2023 Peer-reviewedLast authorCorresponding author
Artificial intelligence-based model to classify cardiac functions from chest radiographs: a multi-institutional, retrospective model development and validation study

Daiju Ueda, Toshimasa Matsumoto, Shoichi Ehara, Akira Yamamoto, Shannon L Walston, Asahiro Ito, Taro Shimono, Masatsugu Shiba, Tohru Takeshita, Daiju Fukuda …

The Lancet Digital Health, 5(8) e525-e533, Aug, 2023 Peer-reviewedLead authorCorresponding author
ChatGPT's Diagnostic Performance from Patient History and Imaging Findings on the Diagnosis Please Quizzes.

Daiju Ueda, Yasuhito Mitsuyama, Hirotaka Takita, Daisuke Horiuchi, Shannon L Walston, Hiroyuki Tatekawa, Yukio Miki

Radiology, 308(1) e231040, Jul, 2023 Peer-reviewedLead authorCorresponding author
Deep Learning-based Angiogram Generation Model for Cerebral Angiography without Misregistration Artifacts.

Daiju Ueda, Yutaka Katayama, Akira Yamamoto, Tsutomu Ichinose, Hironori Arima, Yusuke Watanabe, Shannon L Walston, Hiroyuki Tatekawa, Hirotaka Takita, Takashi Honjo …

Radiology, 299(3) 675-681, Jun, 2021 Peer-reviewedLead authorCorresponding author
Deep Learning for MR Angiography: Automated Detection of Cerebral Aneurysms.

Daiju Ueda, Akira Yamamoto, Masataka Nishimori, Taro Shimono, Satoshi Doishita, Akitoshi Shimazaki, Yutaka Katayama, Shinya Fukumoto, Antoine Choppin, Yuki Shimahara …

Radiology, 290(1) 187-194, Jan, 2019 Peer-reviewedLead authorCorresponding author

Major Awards

Major Presentations

Young Leaders Roundtable: What to expect for AI Reading Room 2043

Daiju Ueda, Rennie Chen, Arunnit Boonrod, Tan Min On

The Asian-Oceanian Congress of Neuroradiology 2023, Aug 19, 2023 Invited
AI applications to neuroradiology

Daiju Ueda

The 3rd Annual Scientific Meeting of Asian Society of Magnetic Resonance in Medicine, Sep 10, 2021 Invited
AI Applications to cerebrovascular imaging

Daiju Ueda

Society for Imaging Informatics in Medicine 2021 Annual Meeting, May 25, 2021 Invited
Deep Learning for Cerebral Aneurysms Diagnosis and Treatment

Daiju Ueda

The 59th Annual Meeting of the American Society of Neuroradiology, May 22, 2021 Invited
AI applications to aneurysms

Daiju Ueda

The 13th Asian-Oceanian Congress of Neuroradiology, Apr 22, 2021 Invited

Major Books and Other Publications

医療学総論

大滝純司, 武田裕子, 榊原千秋, 貝沼茂三郎, 松下明, 小﨑真規子, 吉田絵理子, 磯野真穂, 棚瀬裕文, 春田淳志, 松村真司, 山田隆司, 市橋亮一, 辻喜久, 志水太郎, 勝倉真一, 水澤桂, 新井正美, 山本亮, 平山陽示, 植田大樹, 中山和弘, 近藤克則, 千嶋巌, 藤原聡子, 長嶺由衣子, 西岡大輔, 熊倉陽介, 村岡亮, 沢田貴志, 坂井建雄, 大生定義, 北村聖, 廣瀬清英, 森川すいめい, 勝井恵子, 大熊由紀子

メヂカルフレンド社, Dec, 2020 (ISBN: 9784839233693)

Research Areas

Life sciences / Radiology / Artificial intelligence

Research Interests

Major Misc.

人工知能による画像診断支援から考えるAI時代の新医療

植田大樹

月刊新医療, 47(9) 50-53, 2020
マンモグラフィ×AIの拓く医療

植田大樹

日本乳癌検診学会学術総会プログラム抄録集, 29th 71-71, 2019
AIは画像診断を変えるか?【画像診断領域とAI研究の実例】画像診断への人工知能応用の最先端

植田大樹

医学のあゆみ, 267(4) 283-287, 2018

Education

Apr, 2017 - Mar, 2021

Diagnostic and Interventional Radiology, Graduate School of Medicine, Osaka City University
Apr, 2008 - Mar, 2014

Faculty of Medicine, Mie University

Committee Memberships

Oct, 2022 - Present

Editorial committee of Japanese Journal of Radiology, Japan Radiological Society
May, 2022 - Present

Associate Editor, Medical Physics
Nov, 2020 - Present

Japanese Society of Artificial intelligence and Information technology in Medical Imaging, Japan Radiological Society
2018 - 2020

Artificial intelligence Committee, Japan Radiological Society

Professional Memberships

2018 - Present

Institute of Electrical and Electronics Engineers
Apr, 2016 - Present

Radiological Society of North America
Apr, 2016 - Present

Japanese Society of Interventional Radiology
Apr, 2016 - Present

Japan Radiological Society

Research Projects

AIによる胸部レントゲン年齢の予後予測能の多施設検証

科学研究費助成事業, 若手研究, 日本学術振興会, Apr, 2024 - Mar, 2026

植田大樹
AIを用いたCTからの門脈圧亢進症の診断プログラムの開発-無侵襲診断へ

科学研究費助成事業, 基盤研究(C), 日本学術振興会, Apr, 2022 - Mar, 2025

山本晃, 植田大樹
深層学習による冠動脈粥腫自動診断システムの開発とその臨床応用に関する研究

科学研究費助成事業, 基盤研究(C), 日本学術振興会, Apr, 2021 - Mar, 2024

藤井健一, 廣田誠一, 塩島一朗, 植田大樹
ディープラーニングによるDSA画像のモーションアーチファクトからの開放

科学研究費助成事業, 若手研究, 日本学術振興会, Apr, 2020 - Mar, 2024

植田大樹
心疾患自動診断アシスト機能搭載チップの実用化に向けたシステム開発

AIチップ開発加速のためのイノベーション推進事業／【研究開発項目①】AIチップに関するアイディア実用化に向けた開発, 国立研究開発法人新エネルギー・産業技術総合開発機構, Aug, 2020 - Mar, 2022

小川晋平, 植田大樹, 齊藤旬平, 島崎覚理

Profile Information

Major Research History

Major Papers

Major Awards

Major Presentations

Major Books and Other Publications

Research Areas

Research Interests

Major Misc.

Education

Committee Memberships

Professional Memberships

Research Projects

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