Akinobu Shimizu
Orcid: 0000-0002-2719-5923
According to our database1,
Akinobu Shimizu
authored at least 95 papers
between 1994 and 2024.
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Bibliography
2024
Bone marrow edema detection for diagnostic support of axial spondyloarthritis using MRI.
Int. J. Comput. Assist. Radiol. Surg., September, 2024
Performance changes due to differences among annotating radiologists for training data in computerized lesion detection.
Int. J. Comput. Assist. Radiol. Surg., August, 2024
Detection support of lesions in patients with prostate cancer using <sup>18</sup> F-PSMA 1007 PET/CT.
Int. J. Comput. Assist. Radiol. Surg., April, 2024
Multi-factor Component Tree Loss Function: A Topology-Preserving Method for Skeleton Segmentation from Bone Scintigrams.
Proceedings of the Topology- and Graph-Informed Imaging Informatics, 2024
2023
Int. J. Comput. Assist. Radiol. Surg., February, 2023
2021
Classification of large-scale image database of various skin diseases using deep learning.
Int. J. Comput. Assist. Radiol. Surg., 2021
Extraction of metastasis hotspots in a whole-body bone scintigram based on bilateral asymmetry.
Int. J. Comput. Assist. Radiol. Surg., 2021
From classical to deep learning: review on cartilage and bone segmentation techniques in knee osteoarthritis research.
Artif. Intell. Rev., 2021
Augmented Radiology: Feature Space Transfer Model for Prostate Cancer Stage Prediction.
IEEE Access, 2021
Statistical Modeling of Pulmonary Vasculatures with Topological Priors in CT Volumes.
Proceedings of the Interpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data, 2021
2020
Bleeding Classification of Enhanced Wireless Capsule Endoscopy Images using Deep Convolutional Neural Network.
J. Inf. Sci. Eng., 2020
Correction to: Automated measurement of bone scan index from a whole-body bone scintigram.
Int. J. Comput. Assist. Radiol. Surg., 2020
Int. J. Comput. Assist. Radiol. Surg., 2020
2019
Medical Image Anal., 2019
Liver segmentation from low-radiation-dose pediatric computed tomography using patient-specific, statistical modeling.
Int. J. Comput. Assist. Radiol. Surg., 2019
Robust 3D image reconstruction of pancreatic cancer tumors from histopathological images with different stains and its quantitative performance evaluation.
Int. J. Comput. Assist. Radiol. Surg., 2019
Int. J. Comput. Assist. Radiol. Surg., 2019
HoTPiG: a novel graph-based 3-D image feature set and its applications to computer-assisted detection of cerebral aneurysms and lung nodules.
Int. J. Comput. Assist. Radiol. Surg., 2019
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures, 2019
2018
Disorder Development Onset Prediction Based on Spatiotemporal Statistical Shape Model.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018
Proceedings of the Shape in Medical Imaging, 2018
Construction of a Spatiotemporal Statistical Shape Model of Pediatric Liver from Cross-Sectional Data.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the 2018 International Conference on Image and Vision Computing New Zealand, 2018
2017
Automatic detection of over 100 anatomical landmarks in medical CT images: A framework with independent detectors and combinatorial optimization.
Medical Image Anal., 2017
IEICE Trans. Inf. Syst., 2017
Int. J. Comput. Assist. Radiol. Surg., 2017
Automated liver segmentation from a postmortem CT scan based on a statistical shape model.
Int. J. Comput. Assist. Radiol. Surg., 2017
Fast approximation for joint optimization of segmentation, shape, and location priors, and its application in gallbladder segmentation.
Int. J. Comput. Assist. Radiol. Surg., 2017
Int. J. Comput. Assist. Radiol. Surg., 2017
Landmark-guided diffeomorphic demons algorithm and its application to automatic segmentation of the whole spine and pelvis in CT images.
Int. J. Comput. Assist. Radiol. Surg., 2017
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
2016
Joint optimization of segmentation and shape prior from level-set-based statistical shape model, and its application to the automated segmentation of abdominal organs.
Medical Image Anal., 2016
2015
HoTPiG: A Novel Geometrical Feature for Vessel Morphometry and Its Application to Cerebral Aneurysm Detection.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
2014
A conditional statistical shape model with integrated error estimation of the conditions; Application to liver segmentation in non-contrast CT images.
Medical Image Anal., 2014
An Automated Segmentation Algorithm for CT Volumes of Livers with Atypical Shapes and Large Pathological Lesions.
IEICE Trans. Inf. Syst., 2014
Int. J. Comput. Assist. Radiol. Surg., 2014
2013
Multi-shape graph cuts with neighbor prior constraints and its application to lung segmentation from a chest CT volume.
Medical Image Anal., 2013
Ensemble Learning Based Segmentation of Metastatic Liver Tumours in Contrast-Enhanced Computed Tomography.
IEICE Trans. Inf. Syst., 2013
Proceedings of the Abdominal Imaging. Computation and Clinical Applications, 2013
Proceedings of the First International Symposium on Computing and Networking, 2013
2012
Prediction of object manipulation using tactile sensor information by a humanoid robot.
Proceedings of the IEEE International Symposium on Robotic and Sensors Environments Proceedings, 2012
Online learning of optimal robot behavior for object manipulation using mode switching.
Proceedings of the IEEE International Symposium on Robotic and Sensors Environments Proceedings, 2012
Relaxed Conditional Statistical Shape Models and Their Application to Non-contrast Liver Segmentation.
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2012
2010
Discrimination of Breast Tumors in Ultrasonic Images Using an Ensemble Classifier Based on the AdaBoost Algorithm With Feature Selection.
IEEE Trans. Medical Imaging, 2010
A cost-sensitive extension of AdaBoost with markov random field priors for automated segmentation of breast tumors in ultrasonic images.
Int. J. Comput. Assist. Radiol. Surg., 2010
Automated pancreas segmentation from three-dimensional contrast-enhanced computed tomography.
Int. J. Comput. Assist. Radiol. Surg., 2010
Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2010
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
2009
IEEE Trans. Medical Imaging, 2009
A pilot study of architectural distortion detection in mammograms based on characteristics of line shadows.
Int. J. Comput. Assist. Radiol. Surg., 2009
2008
Medical image analysis of 3D CT images based on extension of Haralick texture features.
Comput. Medical Imaging Graph., 2008
2007
Int. J. Comput. Assist. Radiol. Surg., 2007
2006
Improvement of tumor detection performance in mammograms by feature selection from a large number of features and proposal of fast feature selection method.
Syst. Comput. Jpn., 2006
Texture Analysis of Hepatocellular Carcinoma and Liver Cysts in CT Images.
Proceedings of the IASTED International Conference on Signal Processing, 2006
Artificial Intelligence Methods Application in Liver Diseases Classification from CT Images.
Proceedings of the Pattern Recognition in Information Systems, 2006
Proceedings of the Digital Mammography, 2006
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006
Proceedings of the 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 2006
2005
Development of an automated extraction method for liver tumors in three-dimensional multiphase multislice images.
Syst. Comput. Jpn., 2005
An interval change detection method for two chest X-ray images with different rotation angles of the human body and its performance evaluation.
Syst. Comput. Jpn., 2005
IEICE Trans. Inf. Syst., 2005
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005
2004
Improvement of performance to discriminate malignant tumors from normal tissue on mammograms by feature selection and evaluation of feature selection criteria.
Syst. Comput. Jpn., 2004
IEICE Trans. Inf. Syst., 2004
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
Applying ICA Mixture Analysis for Segmenting Liver from Multi-phase Abdominal CT Images.
Proceedings of the Medical Imaging and Augmented Reality: Second International Workshop, 2004
Proceedings of the 17th International Conference on Pattern Recognition, 2004
Proceedings of the Third International Conference on Image and Graphics, 2004
Three-Dimensional Object Recognition Using a Modified Exoskeleton and Extended Hausdorff Distance Matching Algorithm.
Proceedings of the Image Analysis and Recognition: International Conference, 2004
Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2004), 2004
Preliminary report of competition for liver region extraction algorithms from three-dimensional CT images.
Proceedings of the CARS 2004. Computer Assisted Radiology and Surgery. Proceedings of the 18th International Congress and Exhibition, 2004
Registration method for interval change detection between two chest X-ray images with different rotation angles.
Proceedings of the CARS 2004. Computer Assisted Radiology and Surgery. Proceedings of the 18th International Congress and Exhibition, 2004
2003
Development of extraction method of kidneys from abdominal CT images using a three-dimensional deformable model.
Syst. Comput. Jpn., 2003
Pattern Recognit., 2003
Neurocomputing, 2003
A Modified Exoskeleton and a Hausdorff Distance Matching Algorithm for Shape-Based Object Recognition.
Proceedings of the International Conference on Imaging Science, Systems and Technology, 2003
Development of computer-aided diagnosis system for 3D multi-detector row CT images of livers.
Proceedings of the CARS 2003. Computer Assisted Radiology and Surgery. Proceedings of the 17th International Congress and Exhibition, 2003
2002
Automatic detection method of lung cancers including ground-glass opacities from chest x-ray CT images.
Proceedings of the Medical Imaging 2002: Image Processing, 2002
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002
A Methodology for 3D Shape Recognition Using Modified Exoskeleton.
Proceedings of the 6th Joint Conference on Information Science, 2002
Proceedings of the 16th International Conference on Pattern Recognition, 2002
Proceedings of the IEEE International Conference on Acoustics, 2002
2001
3D IMPRESS vision expert system for automated construction of three-dimensional image processing procedures and its performance evaluation.
Syst. Comput. Jpn., 2001
A tracking algorithm for extracting ridge lines in three-dimensional gray images using curvature of four-dimensional hypersurface.
Syst. Comput. Jpn., 2001
Proceedings of the 2001 International Conference on Image Processing, 2001
2000
Proceedings of the 15th International Conference on Pattern Recognition, 2000
Automated Construction of Image Processing Procedure Based on Misclassification Condition.
Proceedings of the 15th International Conference on Pattern Recognition, 2000
Proceedings of the Discovery Science, 2000
1999
Automatic Acquisition of Image Processing Procedures from Sample Sets of Classified Images Based on Requirement of Misclassification Rate.
Proceedings of the Discovery Science, 1999
1995
Characteristics of rotatory second order difference filter for computer aided diagnosis of medical images.
Syst. Comput. Jpn., 1995
1994
Characteristics of minimum directional difference filter which extracts circumscribed shadows in chest X-ray images.
Syst. Comput. Jpn., 1994