Hiroshi Fujita

According to our database1, Hiroshi Fujita
  • authored at least 121 papers between 1992 and 2018.
  • has a "Dijkstra number"2 of four.

Timeline

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Bibliography

2018
Performance evaluation of 2D and 3D deep learning approaches for automatic segmentation of multiple organs on CT images.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018

Similarity estimation for reference image retrieval in mammograms using convolutional neural network.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018

2017
Classification of teeth in cone-beam CT using deep convolutional neural network.
Comp. in Bio. and Med., 2017

Normal model construction for statistical image analysis of torso FDG-PET images based on anatomical standardization by CT images from FDG-PET/CT devices.
Int. J. Computer Assisted Radiology and Surgery, 2017

Automated segmentation of 3D anatomical structures on CT images by using a deep convolutional network based on end-to-end learning approach.
Proceedings of the Medical Imaging 2017: Image Processing, 2017

Automated assessment of breast tissue density in non-contrast 3D CT images without image segmentation based on a deep CNN.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017

Automated detection of nerve fiber layer defects on retinal fundus images using fully convolutional network for early diagnosis of glaucoma.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017

Tooth labeling in cone-beam CT using deep convolutional neural network for forensic identification.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017

Automated analysis of whole skeletal muscle for muscular atrophy detection of ALS in whole-body CT images: preliminary study.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017

Automated detection of masses on whole breast volume ultrasound scanner: false positive reduction using deep convolutional neural network.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017

Evaluation of age-related changes with cross-sectional CT imaging of teeth.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017

Retinal biometrics based on Iterative Closest Point algorithm.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
Breast mass classification on mammograms using radial local ternary patterns.
Comp. in Bio. and Med., 2016

Quantitative assessment of mandibular cortical erosion on dental panoramic radiographs for screening osteoporosis.
Int. J. Computer Assisted Radiology and Surgery, 2016

Three-Dimensional CT Image Segmentation by Combining 2D Fully Convolutional Network with 3D Majority Voting.
Proceedings of the Deep Learning and Data Labeling for Medical Applications, 2016

Automatic quantification of mammary glands on non-contrast x-ray CT by using a novel segmentation approach.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016

Automated detection of retinal nerve fiber layer defects on fundus images: false positive reduction based on vessel likelihood.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016

Automated recognition of the iliac muscle and modeling of muscle fiber direction in torso CT images.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016

Automated blood vessel extraction using local features on retinal images.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016

A Hybrid Detection Scheme of Architectural Distortion in Mammograms Using Iris Filter and Gabor Filter.
Proceedings of the Breast Imaging, 2016

Automated Analysis of Breast Tumour in the Breast DCE-MR Images Using Level Set Method and Selective Enhancement of Invasive Regions.
Proceedings of the Breast Imaging, 2016

Similar Image Retrieval of Breast Masses on Ultrasonography Using Subjective Data and Multidimensional Scaling.
Proceedings of the Breast Imaging, 2016

Preliminary study on the automated skull fracture detection in CT images using black-hat transform.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Quantitative evaluation of alveolar bone resorption on dental panoramic radiographs by standardized dentition image transformation and probability estimation.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Artery and vein diameter ratio measurement based on improvement of arteries and veins segmentation on retinal images.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
Blind Image Quality Assessment Using the Joint Statistics of Generalized Local Binary Pattern.
IEEE Signal Process. Lett., 2015

Eigenspace Template Matching for Detection of Lacunar Infarcts on MR Images.
J. Digital Imaging, 2015

Effective staging of fibrosis by the selected texture features of liver: Which one is better, CT or MR imaging?
Comp. Med. Imag. and Graph., 2015

Automatic anatomy partitioning of the torso region on CT images by using multiple organ localizations with a group-wise calibration technique.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

Automated detection of lung tumors in PET/CT images using active contour filter.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

Semi-automated measurements of heart-to-mediastinum ratio on 123I-MIBG myocardial scintigrams by using image fusion method with chest X-ray images.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

Automated classification of mandibular cortical bone on dental panoramic radiographs for early detection of osteoporosis.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

Preliminary study on the automated detection of breast tumors using the characteristic features from unenhanced MR images.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

An automated method for detecting architectural distortions on mammograms using direction analysis of linear structures.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Hybrid method for the detection of pulmonary nodules using positron emission tomography/computed tomography: a preliminary study.
Int. J. Computer Assisted Radiology and Surgery, 2014

A universal approach for automatic organ segmentations on 3D CT images based on organ localization and 3D GrabCut.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014

An automatic early stage alveolar-bone-resorption evaluation method on digital dental panoramic radiographs.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014

Toward early diagnosis of arteriosclerotic diseases: collaborative detection of carotid artery calcifications by computer and dentists on dental panoramic radiographs.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014

Preliminary study on differentiation between glaucomatous and non-glaucomatous eyes on stereo fundus images using cup gradient models.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014

Automated Detection of Architectural Distortion Using Improved Adaptive Gabor Filter.
Proceedings of the Breast Imaging - 12th International Workshop, IWDM 2014, Gifu City, Japan, June 29, 2014

Basic Study on the Development of a High-Resolution Breast CT.
Proceedings of the Breast Imaging - 12th International Workshop, IWDM 2014, Gifu City, Japan, June 29, 2014

Differentiation of Malignant and Benign Masses on Mammograms Using Radial Local Ternary Pattern.
Proceedings of the Breast Imaging - 12th International Workshop, IWDM 2014, Gifu City, Japan, June 29, 2014

Improved automated optic cup segmentation based on detection of blood vessel bends in retinal fundus images.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Representation of Lesion Similarity by Use of Multidimensional Scaling for Breast Masses on Mammograms.
J. Digital Imaging, 2013

An Automatic Detection Method for Carotid Artery Calcifications Using Top-Hat Filter on Dental Panoramic Radiographs.
IEICE Transactions, 2013

Model-Based Approach to Recognize the Rectus Abdominis Muscle in CT Images.
IEICE Transactions, 2013

Particle System Based Adaptive Sampling on Spherical Parameter Space to Improve the MDL Method for Construction of Statistical Shape Models.
Comp. Math. Methods in Medicine, 2013

A Hybrid Method for Pancreas Extraction from CT Image Based on Level Set Methods.
Comp. Math. Methods in Medicine, 2013

Liver Segmentation Based on Snakes Model and Improved GrowCut Algorithm in Abdominal CT Image.
Comp. Math. Methods in Medicine, 2013

Fast lung nodule detection in chest CT images using cylindrical nodule-enhancement filter.
Int. J. Computer Assisted Radiology and Surgery, 2013

Automated measurement of mandibular cortical width on dental panoramic radiographs.
Int. J. Computer Assisted Radiology and Surgery, 2013

No reference image quality assessment based on local binary pattern statistics.
Proceedings of the 2013 Visual Communications and Image Processing, 2013

Automated microaneurysm detection method based on eigenvalue analysis using hessian matrix in retinal fundus images.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Local binary pattern statistics feature for reduced reference image quality assessment.
Proceedings of the Digital Photography IX, 2013

2012
Computer-Aided Diagnosis for Detection of Lacunar Infarcts on MR Images: ROC Analysis of Radiologists' Performance.
J. Digital Imaging, 2012

Automatic localization of solid organs on 3D CT images by a collaborative majority voting decision based on ensemble learning.
Comp. Med. Imag. and Graph., 2012

Automatic organ segmentation on torso CT images by using content-based image retrieval.
Proceedings of the Medical Imaging 2012: Image Processing, 2012

Correspondence among Subjective and Objective Similarities and Pathologic Types of Breast Masses on Digital Mammography.
Proceedings of the Breast Imaging, 2012

Medical image processing and computer-aided detection/diagnosis (CAD).
Proceedings of the International Conference on Computerized Healthcare, 2012

Glaucoma risk assessment based on clinical data and automated nerve fiber layer defects detection.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Automated microaneurysm detection method based on double-ring filter and feature analysis in retinal fundus images.
Proceedings of CBMS 2012, 2012

2011
A Fast and Fully Automatic Method for Cerebrovascular Segmentation on Time-of-Flight (TOF) MRA Image.
J. Digital Imaging, 2011

Automated segmentation of optic disc region on retinal fundus photographs: Comparison of contour modeling and pixel classification methods.
Computer Methods and Programs in Biomedicine, 2011

Automated selection of major arteries and veins for measurement of arteriolar-to-venular diameter ratio on retinal fundus images.
Comp. Med. Imag. and Graph., 2011

A decision support scheme for vertebral geometry on body CT scans.
Proceedings of the Medical Imaging 2011: Image Processing, 2011

A computerized scheme for localization of vertebral bodies on body CT scans.
Proceedings of the Medical Imaging 2011: Image Processing, 2011

Morlet-RBF SVM Model for Medical Images Classification.
Proceedings of the Advances in Neural Networks - ISNN 2011, 2011

Automated lesion detection in retinal images.
Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, 2011

An automatic detection method for carotid artery calcifications using top-hat filter on dental panoramic radiographs.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Computerized detection of peripapillary chorioretinal atrophy by texture analysis.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Automatic measurement of cup to disc ratio based on line profile analysis in retinal images.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
Retinopathy Online Challenge: Automatic Detection of Microaneurysms in Digital Color Fundus Photographs.
IEEE Trans. Med. Imaging, 2010

Comparing and combining algorithms for computer-aided detection of pulmonary nodules in computed tomography scans: The ANODE09 study.
Medical Image Analysis, 2010

Automated extraction method for the center line of spinal canal and its application to the spinal curvature quantification in torso X-ray CT images.
Proceedings of the Medical Imaging 2010: Image Processing, 2010

Automatic Measurement of Vertical Cup-to-Disc Ratio on Retinal Fundus Images.
Proceedings of the Medical Biometrics, Second International Conference, 2010

State-of-the-Art of Computer-Aided Detection/Diagnosis (CAD).
Proceedings of the Medical Biometrics, Second International Conference, 2010

Introducing a Novel Image Quality Measure for Digital Phase-Contrast-Image Evaluation.
Proceedings of the Digital Mammography, 2010

Classifying Breast Masses in Volumetric Whole Breast Ultrasound Data: A 2.5-Dimensional Approach.
Proceedings of the Digital Mammography, 2010

2009
Automated analysis of breast parenchymal patterns in whole breast ultrasound images: preliminary experience.
Int. J. Computer Assisted Radiology and Surgery, 2009

3D open-surface shape correspondence for statistical shape modeling: Identifying topologically consistent landmarks.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

2008
Automated Estimation of the Upper Surface of the Diaphragm in 3-D CT Images.
IEEE Trans. Biomed. Engineering, 2008

Computer-aided diagnosis: The emerging of three CAD systems induced by Japanese health care needs.
Computer Methods and Programs in Biomedicine, 2008

Automated segmentation of mammary gland regions in non-contrast X-ray CT images.
Comp. Med. Imag. and Graph., 2008

Preliminary Evaluation of a Phase Contrast Imaging with Digital Mammography.
Proceedings of the Digital Mammography, 2008

Classification of Benign and Malignant Masses in Ultrasound Breast Image Based on Geometric and Echo Features.
Proceedings of the Digital Mammography, 2008

Computerized Classification of Mammary Gland Patterns in Whole Breast Ultrasound Images.
Proceedings of the Digital Mammography, 2008

Development of Whole Breast Ultrasound Viewer and Automated Mass Detection System.
Proceedings of the Digital Mammography, 2008

A Novel Method for Extraction of Spleen by Using Thin-plate Splines (TPS) Deformation and Edge Detection from Abdominal CT Images.
Proceedings of the 2008 International Conference on BioMedical Engineering and Informatics, 2008

2007
Development of an Automated Method for the Detection of Chronic Lacunar Infarct Regions in Brain MR Images.
IEICE Transactions, 2007

CAD on Liver Using CT and MRI.
Proceedings of the Medical Imaging and Informatics, 2nd International Conference, 2007

CAD on Brain, Fundus, and Breast Images.
Proceedings of the Medical Imaging and Informatics, 2nd International Conference, 2007

Automated Solder Inspection Method by Means of X-ray Oblique Computed Tomography.
Proceedings of the International Conference on Image Processing, 2007

K-means Clustering for Classifying Unlabelled MRI Data.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2007

A Fast 3D Correspondence Method for Statistical Shape Modeling.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
Automatic segmentation and recognition of anatomical lung structures from high-resolution chest CT images.
Comp. Med. Imag. and Graph., 2006

Constructing a Probabilistic Model for Automated Liver Region Segmentation Using Non-contrast X-Ray Torso CT images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

Complementary Role of Computer Aided Detection in Mammography.
Proceedings of the Digital Mammography, 2006

Classifying Masses as Benign or Malignant Based on Co-occurrence Matrix Textures: A Comparison Study of Different Gray Level Quantizations.
Proceedings of the Digital Mammography, 2006

Automated Detection Method for Architectural Distortion with Spiculation Based on Distribution Assessment of Mammary Gland on Mammogram.
Proceedings of the Digital Mammography, 2006

Development of Breast Ultrasound CAD System for Screening.
Proceedings of the Digital Mammography, 2006

2004
Automatic Segmentation of Hepatic Tissue and 3D Volume Analysis of Cirrhosis in Multi-Detector Row CT Scans and MR Imaging.
IEICE Transactions, 2004

Automated contour extraction of mammographic mass shadow using an improved active contour model.
Proceedings of the CARS 2004. Computer Assisted Radiology and Surgery. Proceedings of the 18th International Congress and Exhibition, 2004

Novel method for detecting mammographic architectural distortion based on concentration of mammary gland.
Proceedings of the CARS 2004. Computer Assisted Radiology and Surgery. Proceedings of the 18th International Congress and Exhibition, 2004

Automated identification of thoracic cage region from X-ray CT images.
Proceedings of the CARS 2004. Computer Assisted Radiology and Surgery. Proceedings of the 18th International Congress and Exhibition, 2004

Development of an automated method for detecting abnormal blood vessels on retinal images.
Proceedings of the CARS 2004. Computer Assisted Radiology and Surgery. Proceedings of the 18th International Congress and Exhibition, 2004

2003
Lung structure recognition - a further study of thoracic organ recognitions based on CT Images.
Proceedings of the CARS 2003. Computer Assisted Radiology and Surgery. Proceedings of the 17th International Congress and Exhibition, 2003

Compute-aided differentiation of focal liver lisease in MR imaging.
Proceedings of the CARS 2003. Computer Assisted Radiology and Surgery. Proceedings of the 17th International Congress and Exhibition, 2003

Automated detection methods for architectural distortions around skinline and within mammary gland on mammograms.
Proceedings of the CARS 2003. Computer Assisted Radiology and Surgery. Proceedings of the 17th International Congress and Exhibition, 2003

Automated volume measurements of pulmonary emphysema on 3D chest CT images.
Proceedings of the CARS 2003. Computer Assisted Radiology and Surgery. Proceedings of the 17th International Congress and Exhibition, 2003

2001
Automated Detection of Pulmonary Nodules in Helical CT Images Based on an Improved Template-matching Technique.
IEEE Trans. Med. Imaging, 2001

Development of an Automated Method for Detection Mammographic Masses with a Partial Loss of Region.
IEEE Trans. Med. Imaging, 2001

An automated classification scheme for mammograms based on amount and distribution of fibroglandular breast tissue density.
Proceedings of the CARS 2001. Computer Assisted Radiology and Surgery. Proceedings of the 15th International Congress and Exhibition, 2001

An automated detection method of mammographic masses existing around thick-mammary-gland and near chest-wall regions.
Proceedings of the CARS 2001. Computer Assisted Radiology and Surgery. Proceedings of the 15th International Congress and Exhibition, 2001

Contrast correction method for detecting microcalcifications on mammograms by using step-wedge index.
Proceedings of the CARS 2001. Computer Assisted Radiology and Surgery. Proceedings of the 15th International Congress and Exhibition, 2001

1999
Acoustic Noise Analysis in Echo Planar Imaging: Multi-center Trial and Comparison With Other Pulse Sequences.
IEEE Trans. Med. Imaging, 1999

Automated Lesion Detection Methods for 2D and 3D Chest X-Ray Images.
Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999

1998
Development of a New Algorithm for Detection of Mammographic Masses.
Proceedings of the Digital Mammography, 1998

Performance Studies of a Computer-Aided Diagnostic System on Mammograms.
Proceedings of the Digital Mammography, 1998

Detection of Spicules on Mammograms Based on a Multistage Pendulum Filter.
Proceedings of the Digital Mammography, 1998

Automated Detection of Clustered Microcalcifications on Digitized Mammograms.
Proceedings of the Digital Mammography, 1998

1992
A simple method for determining the modulation transfer function in digital radiography.
IEEE Trans. Med. Imaging, 1992


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