Y. Otsuka

Deep Learning Approach for Generating MRA Images From 3D Quantitative Synthetic MRI Without Additional Scans.

O. Abe, S. Aoki, K. Hwang, 2020, Investigative radiology.

Improving the Quality of Synthetic FLAIR Images with Deep Learning Using a Conditional Generative Adversarial Network for Pixel-by-Pixel Image Translation

N. Hattori, M. Hori, R. Irie, 2019, American Journal of Neuroradiology.

Diagnostic accuracy of 3D deep-learning-based fully automated estimation of patient-level minimum fractional flow reserve from coronary computed tomography angiography.

K. Kumamaru, H. Daida, Shigeki Aoki, 2019, European heart journal cardiovascular Imaging.

Convolutional neural network-based segmentation can help in assessing the substantia nigra in neuromelanin MRI

S. Aoki, G. Oyama, N. Hattori, 2019, Neuroradiology.

Development and Validation of a Modified Three-Dimensional U-Net Deep-Learning Model for Automated Detection of Lung Nodules on Chest CT Images From the Lung Image Database Consortium and Japanese Datasets.

K. Kumamaru, Shigeki Aoki, Y. Otsuka, 2020, Academic radiology.

Use of a deep-learning-based lumen extraction method to detect significant stenosis on coronary computed tomography angiography in patients with severe coronary calcification

M. Hiki, R. Matsumori, Shigeki Aoki, 2022, The Egyptian Heart Journal.

A preliminary study of commercially available general-purpose chest radiography artificial intelligence-based software for detecting airspace opacity lesions in COVID-19 patients

Y. Otsuka, M. Suzuki, A. Niimura, 2021, medRxiv.

Comparison of Brain Volume Measurements Made with 0.3- and 3-T MR Imaging

K. Kumamaru, M. Goto, M. Hori, 2021, Magnetic resonance in medical sciences : MRMS : an official journal of Japan Society of Magnetic Resonance in Medicine.

Deep Learning for MR Angiography Synthesis using 3D Quantitative Synthetic MR Imaging [Presidential Award Proceedings]

K. Hwang, M. Hori, R. Irie, 2020, Japanese Journal of Magnetic Resonance in Medicine.

A Novel Deep Learning Approach with a 3D Convolutional Ladder Network for Differential Diagnosis of Idiopathic Normal Pressure Hydrocephalus and Alzheimer’s Disease

O. Abe, S. Aoki, M. Miyajima, 2020, Magnetic resonance in medical sciences : MRMS : an official journal of Japan Society of Magnetic Resonance in Medicine.

Differentiation between multiple sclerosis and neuromyelitis optica spectrum disorders by multiparametric quantitative MRI using convolutional neural network

S. Aoki, N. Hattori, M. Hori, 2021, Journal of Clinical Neuroscience.