Shigeki Aoki
Orcid: 0000-0002-8491-0698
According to our database1,
Shigeki Aoki
authored at least 31 papers
between 2003 and 2024.
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Bibliography
2024
Int. J. Comput. Assist. Radiol. Surg., November, 2024
Revolutionizing MRI Data Processing Using FSL: Preliminary Findings with the Fugaku Supercomputer.
CoRR, 2024
CORTEX: Large-Scale Brain Simulator Utilizing Indegree Sub-Graph Decomposition on Fugaku Supercomputer.
CoRR, 2024
Optimizing graph neural network architectures for schizophrenia spectrum disorder prediction using evolutionary algorithms.
Comput. Methods Programs Biomed., 2024
Comput. Electr. Eng., 2024
Enhancing Large Scale Brain Simulation with Optimized Parallel Algorithms on Fugaku Supercomputer.
Proceedings of the IEEE International Conference on Cluster Computing, 2024
2023
Identifying Suspicious Regions of Covid-19 by Abnormality-Sensitive Activation Mapping.
CoRR, 2023
Priority attention network with Bayesian learning for fully automatic segmentation of substantia nigra from neuromelanin MRI.
Proceedings of the Medical Imaging 2023: Image Processing, 2023
Improved method for COVID-19 classification of complex-architecture CNN from chest CT volumes using orthogonal ensemble networks.
Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, San Diego, 2023
Classification of COVID-19 cases from chest CT volumes using hybrid model of 3D CNN and 3D MLP-mixer.
Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, San Diego, 2023
2022
Hypothalamic interaction with reward-related regions during subjective evaluation of foods.
NeuroImage, 2022
Rigid real-time prospective motion-corrected three-dimensional multiparametric mapping of the human brain.
NeuroImage, 2022
Aorta-aware GAN for non-contrast to artery contrasted CT translation and its application to abdominal aortic aneurysm detection.
Int. J. Comput. Assist. Radiol. Surg., 2022
Substantia nigra analysis by tensor decomposition of T2-weighted images for Parkinson's disease diagnosis.
Proceedings of the Medical Imaging 2022: Image Processing, 2022
Size-reweighted cascaded fully convolutional network for substantia nigra segmentation from T2 MRI.
Proceedings of the Medical Imaging 2022: Image Processing, 2022
Pattern Analysis of Substantia Nigra in Parkinson Disease by Fifth-Order Tensor Decomposition and Multi-sequence MRI.
Proceedings of the Multiscale Multimodal Medical Imaging - Third International Workshop, 2022
Enhancing Model Generalization for Substantia Nigra Segmentation Using a Test-time Normalization-Based Method.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Automated classification method of COVID-19 cases from chest CT volumes using 2D and 3D hybrid CNN for anisotropic volumes.
Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, San Diego, 2022
2021
Proceedings of the Clinical Image-Based Procedures, Distributed and Collaborative Learning, Artificial Intelligence for Combating COVID-19 and Secure and Privacy-Preserving Machine Learning, 2021
2020
Connectivity-based localization of human hypothalamic nuclei in functional images of standard voxel size.
NeuroImage, 2020
Usefulness of fine-tuning for deep learning based multi-organ regions segmentation method from non-contrast CT volumes using small training dataset.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020
2019
The utility of a convolutional neural network for generating a myelin volume index map from rapid simultaneous relaxometry imaging.
CoRR, 2019
2017
Functional subdivisions of the hypothalamus using areal parcellation and their signal changes related to glucose metabolism.
NeuroImage, 2017
2012
Repeatability of Measured Brain Volume by Atlas-Based Method Using T1-Weighted Image.
J. Digit. Imaging, 2012
2009
Structural and diffusional brain abnormality related to relatively low level alcohol consumption.
NeuroImage, 2009
2006
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
2005
Learning and recognizing behavioral patterns using position and posture of human body and its application to detection of irregular states.
Syst. Comput. Jpn., 2005
Building Statistical Atlas of White Matter Fiber Tract Based on Vector/Tensor Field Reconstruction in Diffusion Tensor MRI.
Proceedings of the Advances in Visual Computing, First International Symposium, 2005
2004
Abnormal association between reduced magnetic mismatch field to speech sounds and smaller left planum temporale volume in schizophrenia.
NeuroImage, 2004
Proceedings of the 17th International Conference on Pattern Recognition, 2004
2003
EPI distortion correction for MR-DTI by using texture memory on graphics hardware.
Proceedings of the CARS 2003. Computer Assisted Radiology and Surgery. Proceedings of the 17th International Congress and Exhibition, 2003