大内 翔平

Deep-Learning-Based Magnetic Resonance Simultaneous Multislice Imaging Using Holographic Image Decoding 

2024 IEEE International Conference on Image Processing (ICIP) 2852-2857 2024年10月27日  査読有り

Simultaneously Multi-slice Imaging by the Fusion of Reconstruction and Collecting Under-sampled Signal with Deep Learning (FoCUS) 

International Society of Magnetic Resonance in Medicine 2024 Scientific Meeting 2024年5月  査読有り

Efficient complex-valued image reconstruction for compressed sensing MRI using single real-valued convolutional neural network 

Magnetic Resonance Imaging 101 13-24 2023年9月  査読有り

Overview of Complex-valued Image Reconstruction for CS-MRI Using Real-valued CNN with Symmetrical Signal Under-Sampling 

International Society of Magnetic Resonance in Medicine 31th Scientific Meeting 2023年6月  査読有り筆頭著者

Multi-channel and multi-group-based CNN Image Reconstruction using Equal-sized Multi-resolution Image Decomposition 

International Society of Magnetic Resonance in Medicine 29th Scientific Meeting 1750 2021年5月  査読有り

Parallelized Blind MR Image Denoising using Deep Convolutional Neural Network 

International Society of Magnetic Resonance in Medicine 29th Scientific Meeting 2628 2021年5月  査読有り

Multi-Channel Grouped CNN-Based Image Reconstruction For Reduced Sampled Complex MR Signal 

2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI) 2021年4月13日  査読有り

Comparison of Reconstruction Performances Between Deep Learning and Iterative Methods in MR Compressed Sensing 

IFMBE Proceedings 249-254 2021年3月19日  査読有り

Introducing Swish and Parallelized Blind Removal Improves the Performance of a Convolutional Neural Network in Denoising MR Images 

Magnetic Resonance in Medical Sciences 20(4) 410-424 2021年  査読有り

Reconstruction of Compressed-sensing MR Imaging Using Deep Residual Learning in the Image Domain 

Magnetic Resonance in Medical Sciences 20(2) 190-203 2021年  査読有り

Deep-Learning-based MR Compressed Sensing using Non-randomly Under-sampled Signal in Nonlinear Phase Encoding Imaging 

2020 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) 2020年12月  査読有り

Efficient Phase-varied Image Reconstruction using Single Deep Convolutional Neural Network without Estimation of Phase Distribution 

International Society of Magnetic Resonance in Medicine 28th Scientific Meeting 3608 2020年8月  査読有り

Deep Learning based Compressed Sensing Image Reconstruction Robust to Phase Variation 

Proceedings of International Society of Magnetic Resonance in Medicine Japanese Chapter Meeting 2019年12月