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1,672 results

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Improving the Quality of Synthetic FLAIR Images with Deep Learning Using a Conditional Generative Adversarial Network for Pixel-by-Pixel Image Translation.
Hagiwara A, Otsuka Y, Hori M, Tachibana Y, Yokoyama K, Fujita S, Andica C, Kamagata K, Irie R, Koshino S, Maekawa T, Chougar L, Wada A, Takemura MY, Hattori N, Aoki S. Hagiwara A, et al. Among authors: otsuka y. AJNR Am J Neuroradiol. 2019 Feb;40(2):224-230. doi: 10.3174/ajnr.A5927. Epub 2019 Jan 10. AJNR Am J Neuroradiol. 2019. PMID: 30630834 Free PMC article.
Diagnostic accuracy of 3D deep-learning-based fully automated estimation of patient-level minimum fractional flow reserve from coronary computed tomography angiography.
Kumamaru KK, Fujimoto S, Otsuka Y, Kawasaki T, Kawaguchi Y, Kato E, Takamura K, Aoshima C, Kamo Y, Kogure Y, Inage H, Daida H, Aoki S. Kumamaru KK, et al. Among authors: otsuka y. Eur Heart J Cardiovasc Imaging. 2020 Apr 1;21(4):437-445. doi: 10.1093/ehjci/jez160. Eur Heart J Cardiovasc Imaging. 2020. PMID: 31230076
Convolutional neural network-based segmentation can help in assessing the substantia nigra in neuromelanin MRI.
Le Berre A, Kamagata K, Otsuka Y, Andica C, Hatano T, Saccenti L, Ogawa T, Takeshige-Amano H, Wada A, Suzuki M, Hagiwara A, Irie R, Hori M, Oyama G, Shimo Y, Umemura A, Hattori N, Aoki S. Le Berre A, et al. Among authors: otsuka y. Neuroradiology. 2019 Dec;61(12):1387-1395. doi: 10.1007/s00234-019-02279-w. Epub 2019 Aug 10. Neuroradiology. 2019. PMID: 31401723 Free PMC article.
A Novel Deep Learning Approach with a 3D Convolutional Ladder Network for Differential Diagnosis of Idiopathic Normal Pressure Hydrocephalus and Alzheimer's Disease.
Irie R, Otsuka Y, Hagiwara A, Kamagata K, Kamiya K, Suzuki M, Wada A, Maekawa T, Fujita S, Kato S, Nakajima M, Miyajima M, Motoi Y, Abe O, Aoki S. Irie R, et al. Among authors: otsuka y. Magn Reson Med Sci. 2020 Dec 1;19(4):351-358. doi: 10.2463/mrms.mp.2019-0106. Epub 2020 Jan 22. Magn Reson Med Sci. 2020. PMID: 31969525 Free PMC article.
Comparison of Brain Volume Measurements Made with 0.3- and 3-T MR Imaging.
Murata S, Hagiwara A, Kaga H, Someya Y, Nemoto K, Goto M, Kamagata K, Irie R, Hori M, Andica C, Wada A, Kumamaru KK, Shimoji K, Otsuka Y, Hoshito H, Tamura Y, Kawamori R, Watada H, Aoki S. Murata S, et al. Among authors: otsuka y. Magn Reson Med Sci. 2022 Jul 1;21(3):517-524. doi: 10.2463/mrms.tn.2020-0034. Epub 2021 Jul 22. Magn Reson Med Sci. 2022. PMID: 34305081 Free PMC article.
Use of a deep-learning-based lumen extraction method to detect significant stenosis on coronary computed tomography angiography in patients with severe coronary calcification.
Inage H, Tomizawa N, Otsuka Y, Aoshima C, Kawaguchi Y, Takamura K, Matsumori R, Kamo Y, Nozaki Y, Takahashi D, Kudo A, Hiki M, Kogure Y, Fujimoto S, Minamino T, Aoki S. Inage H, et al. Among authors: otsuka y. Egypt Heart J. 2022 May 21;74(1):43. doi: 10.1186/s43044-022-00280-y. Egypt Heart J. 2022. PMID: 35596813 Free PMC article.
1,672 results