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Deep learning-based age estimation from chest X-rays indicates cardiovascular prognosis.
Ieki H, Ito K, Saji M, Kawakami R, Nagatomo Y, Takada K, Kariyasu T, Machida H, Koyama S, Yoshida H, Kurosawa R, Matsunaga H, Miyazawa K, Ozaki K, Onouchi Y, Katsushika S, Matsuoka R, Shinohara H, Yamaguchi T, Kodera S, Higashikuni Y, Fujiu K, Akazawa H, Iguchi N, Isobe M, Yoshikawa T, Komuro I. Ieki H, et al. Among authors: katsushika s. Commun Med (Lond). 2022 Dec 9;2(1):159. doi: 10.1038/s43856-022-00220-6. Commun Med (Lond). 2022. PMID: 36494479 Free PMC article.
Deep Learning Algorithm to Detect Cardiac Sarcoidosis From Echocardiographic Movies.
Katsushika S, Kodera S, Nakamoto M, Ninomiya K, Kakuda N, Shinohara H, Matsuoka R, Ieki H, Uehara M, Higashikuni Y, Nakanishi K, Nakao T, Takeda N, Fujiu K, Daimon M, Ando J, Akazawa H, Morita H, Komuro I. Katsushika S, et al. Circ J. 2021 Dec 24;86(1):87-95. doi: 10.1253/circj.CJ-21-0265. Epub 2021 Jun 26. Circ J. 2021. PMID: 34176867 Free article.
Automatic detection of vessel structure by deep learning using intravascular ultrasound images of the coronary arteries.
Shinohara H, Kodera S, Ninomiya K, Nakamoto M, Katsushika S, Saito A, Minatsuki S, Kikuchi H, Kiyosue A, Higashikuni Y, Takeda N, Fujiu K, Ando J, Akazawa H, Morita H, Komuro I. Shinohara H, et al. Among authors: katsushika s. PLoS One. 2021 Aug 5;16(8):e0255577. doi: 10.1371/journal.pone.0255577. eCollection 2021. PLoS One. 2021. PMID: 34351974 Free PMC article.
Deep learning model to detect significant aortic regurgitation using electrocardiography.
Sawano S, Kodera S, Katsushika S, Nakamoto M, Ninomiya K, Shinohara H, Higashikuni Y, Nakanishi K, Nakao T, Seki T, Takeda N, Fujiu K, Daimon M, Akazawa H, Morita H, Komuro I. Sawano S, et al. Among authors: katsushika s. J Cardiol. 2022 Mar;79(3):334-341. doi: 10.1016/j.jjcc.2021.08.029. Epub 2021 Sep 17. J Cardiol. 2022. PMID: 34544652 Free article.
The Effectiveness of a Deep Learning Model to Detect Left Ventricular Systolic Dysfunction from Electrocardiograms.
Katsushika S, Kodera S, Nakamoto M, Ninomiya K, Inoue S, Sawano S, Kakuda N, Takiguchi H, Shinohara H, Matsuoka R, Ieki H, Higashikuni Y, Nakanishi K, Nakao T, Seki T, Takeda N, Fujiu K, Daimon M, Akazawa H, Morita H, Komuro I. Katsushika S, et al. Int Heart J. 2021;62(6):1332-1341. doi: 10.1536/ihj.21-407. Int Heart J. 2021. PMID: 34853226 Free article.
Automatic Detection of Left Ventricular Dilatation and Hypertrophy from Electrocardiograms Using Deep Learning.
Kokubo T, Kodera S, Sawano S, Katsushika S, Nakamoto M, Takeuchi H, Kimura N, Shinohara H, Matsuoka R, Nakanishi K, Nakao T, Higashikuni Y, Takeda N, Fujiu K, Daimon M, Akazawa H, Morita H, Matsuyama Y, Komuro I. Kokubo T, et al. Among authors: katsushika s. Int Heart J. 2022 Sep 30;63(5):939-947. doi: 10.1536/ihj.22-132. Epub 2022 Sep 14. Int Heart J. 2022. PMID: 36104234 Free article.
Age prediction from coronary angiography using a deep neural network: Age as a potential label to extract prognosis-related imaging features.
Sawano S, Kodera S, Sato M, Katsushika S, Sukeda I, Takeuchi H, Shinohara H, Kobayashi A, Takiguchi H, Hirose K, Kamon T, Saito A, Kiriyama H, Miura M, Minatsuki S, Kikuchi H, Higashikuni Y, Takeda N, Fujiu K, Ando J, Akazawa H, Morita H, Komuro I. Sawano S, et al. Among authors: katsushika s. PLoS One. 2022 Oct 27;17(10):e0276928. doi: 10.1371/journal.pone.0276928. eCollection 2022. PLoS One. 2022. PMID: 36301966 Free PMC article.
Potential value of saline-induced Pd/Pa ratio in patients with coronary artery stenosis.
Kiriyama H, Kiyosue A, Minatsuki S, Kawahara T, Katsushika S, Kamon T, Hirose K, Shinohara H, Miura M, Saito A, Kikuchi H, Kodera S, Hatano M, Ando J, Myojo M, Itoh N, Yamamoto K, Ikenouchi H, Takeda N, Komuro I. Kiriyama H, et al. Among authors: katsushika s. Front Cardiovasc Med. 2023 Jan 6;9:1001833. doi: 10.3389/fcvm.2022.1001833. eCollection 2022. Front Cardiovasc Med. 2023. PMID: 36684556 Free PMC article.
An explainable artificial intelligence-enabled electrocardiogram analysis model for the classification of reduced left ventricular function.
Katsushika S, Kodera S, Sawano S, Shinohara H, Setoguchi N, Tanabe K, Higashikuni Y, Takeda N, Fujiu K, Daimon M, Akazawa H, Morita H, Komuro I. Katsushika S, et al. Eur Heart J Digit Health. 2023 Apr 17;4(3):254-264. doi: 10.1093/ehjdh/ztad027. eCollection 2023 May. Eur Heart J Digit Health. 2023. PMID: 37265859 Free PMC article.
Deep Learning Models for Predicting Left Heart Abnormalities From Single-Lead Electrocardiogram for the Development of Wearable Devices.
Sato M, Kodera S, Setoguchi N, Tanabe K, Kushida S, Kanda J, Saji M, Nanasato M, Maki H, Fujita H, Kato N, Watanabe H, Suzuki M, Takahashi M, Sawada N, Yamasaki M, Sawano S, Katsushika S, Shinohara H, Takeda N, Fujiu K, Daimon M, Akazawa H, Morita H, Komuro I. Sato M, et al. Among authors: katsushika s. Circ J. 2023 Dec 25;88(1):146-156. doi: 10.1253/circj.CJ-23-0216. Epub 2023 Nov 14. Circ J. 2023. PMID: 37967949 Free article.
36 results