松本利雅 (Toshimasa Matsumoto) - マイポータル

基本情報

所属: 大阪公立大学研究員

研究者番号: 70911600
ORCID iD: https://orcid.org/0000-0002-8527-1795
J-GLOBAL ID: 202201017504055087
researchmap会員ID: R000032605

論文

A deep learning-based model to estimate pulmonary function from chest x-rays: multi-institutional model development and validation study in Japan

Daiju Ueda, Toshimasa Matsumoto, Akira Yamamoto, Shannon L Walston, Yasuhito Mitsuyama, Hirotaka Takita, Kazuhisa Asai, Tetsuya Watanabe, Koji Abo, Tatsuo Kimura …

The Lancet Digital Health 2024年7月
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 2023年8月
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 2023年8月
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 2023年7月
Deep learning for pneumothorax diagnosis: a systematic review and meta-analysis

Takahiro Sugibayashi, Shannon L. Walston, Toshimasa Matsumoto, Yasuhito Mitsuyama, Yukio Miki, Daiju Ueda

European Respiratory Review 32(168) 220259-220259 2023年6月7日
Evaluating GPT-4-based ChatGPT's Clinical Potential on the NEJM Quiz

Daiju Ueda, Shannon Walston, Toshimasa Matsumoto, Ryo Deguchi, Hiroyuki Tatekawa, Yukio Miki

2023年5月5日
Deep learning-based screening tool for rotator cuff tears on shoulder radiography

Ryosuke Iio, Daiju Ueda, Toshimasa Matsumoto, Tomoya Manaka, Katsumasa Nakazawa, Yoichi Ito, Yoshihiro Hirakawa, Akira Yamamoto, Masatsugu Shiba, Hiroaki Nakamura

Journal of Orthopaedic Science 2023年5月
Deep Learning Model Based on Contrast-Enhanced Computed Tomography Imaging to Predict Postoperative Early Recurrence after the Curative Resection of a Solitary Hepatocellular Carcinoma

Masahiko Kinoshita, Daiju Ueda, Toshimasa Matsumoto, Hiroji Shinkawa, Akira Yamamoto, Masatsugu Shiba, Takuma Okada, Naoki Tani, Shogo Tanaka, Kenjiro Kimura …

Cancers 15(7) 2140-2140 2023年4月4日
Nervus: A Comprehensive Deep Learning Classification, Regression, and Prognostication Tool for both Medical Image and Clinical Data Analysis

Toshimasa Matsumoto, Shannon L Walston, Yukio Miki, Daiju Ueda

arXiv 2022年12月12日筆頭著者
Artificial intelligence-based model for COVID-19 prognosis incorporating chest radiographs and clinical data; a retrospective model development and validation study

Shannon L Walston, Toshimasa Matsumoto, Yukio Miki, Daiju Ueda

The British Journal of Radiology 2022年10月4日査読有り
Deep Learning–Based Time-to-Death Prediction Model for COVID-19 Patients Using Clinical Data and Chest Radiographs

Toshimasa Matsumoto, Shannon Leigh Walston, Michael Walston, Daijiro Kabata, Yukio Miki, Masatsugu Shiba, Daiju Ueda

Journal of Digital Imaging 2022年8月8日査読有り筆頭著者
Artificial intelligence-based detection of atrial fibrillation from chest radiographs.

Toshimasa Matsumoto, Shoichi Ehara, Shannon L Walston, Yasuhito Mitsuyama, Yukio Miki, Daiju Ueda

European radiology 32(9) 5890-5897 2022年3月31日査読有り筆頭著者
Development and Validation of Artificial Intelligence-based Diagnosis Method of Mitral Regurgitation from Chest Radiographs

Daiju Ueda, Shoichi Ehara, Akira Yamamoto, Shinichi Iwata, Koji Abo, Shannon L. Walston, Toshimasa Matsumoto, Akitoshi Shimazaki, Minoru Yoshiyama, Yukio Miki

Radiology: Artificial Intelligence 4(2) 2022年3月2日査読有り
Deep learning-based detection of parathyroid adenoma by 99mTc-MIBI scintigraphy in patients with primary hyperparathyroidism.

Atsushi Yoshida, Daiju Ueda, Shigeaki Higashiyama, Yutaka Katayama, Toshimasa Matsumoto, Takashi Yamanaga, Yukio Miki, Joji Kawabe

Annals of nuclear medicine 36(5) 468-478 2022年2月18日査読有り
Artificial intelligence-based detection of aortic stenosis from chest radiographs

Daiju Ueda, Akira Yamamoto, Shoichi Ehara, Shinichi Iwata, Koji Abo, Shannon L Walston, Toshimasa Matsumoto, Akitoshi Shimazaki, Minoru Yoshiyama, Yukio Miki

European Heart Journal - Digital Health 3(1) 20-28 2021年12月7日査読有り
Artificial intelligence-supported lung cancer detection by multi-institutional readers with multi-vendor chest radiographs: a retrospective clinical validation study.

Daiju Ueda, Akira Yamamoto, Akitoshi Shimazaki, Shannon Leigh Walston, Toshimasa Matsumoto, Nobuhiro Izumi, Takuma Tsukioka, Hiroaki Komatsu, Hidetoshi Inoue, Daijiro Kabata …

BMC cancer 21(1) 1120-1120 2021年10月18日査読有り

講演・口頭発表等

胸部レントゲン写真からの心房細動などの検出

松本利雅, 植田大樹, ワルストン・シャノン, 三木幸雄

第1回日本医用画像電子情報・人工知能研究会 2022年9月4日
Artificial intelligence can find atrial fibrillation from chest radiographs: Initial investigation

Toshimasa Matsumoto, Shannon Leigh Walston, Daiju Ueda

Society for Imaging Informatics in Medicine 2022(SIIM22) 2022年6月9日招待有り

松本利雅

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論文

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