Researcher Database

HIZUKURI AKIYOSHI

Department / Course College of Science and Engineering Department of Electronic and Computer Engineering

Title / Position Lecturer

Academic conference presentation
1.	2023/01	Computerized Classification Method for Molecular Subtypes of Low-Grade Glioma in Brain MRI Images Using 3D-Attention Branch Networks with Additive Angular Margin Penalty (Proc. International Workshop on Advanced Image Technology (IWAIT))
2.	2022/12	Anomaly Detection for Lung CT image Using Efficient GAN with Learning Stabilizations (Proc. Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems (SCIS&ISIS2022))
3.	2022/12	Semantic Segmentation Method for Tooth Type with Data Augmentation Using Alpha-Blending (Proc. Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems (SCIS&ISIS2022))
4.	2022/10	Anomaly Detection for Lung CT Images Using SVDD-AE (Proc. IEEE 11th Global Conference on Consumer Electronics (GCCE))
5.	2020/05/22	Computerized classification scheme for distinguishing between benign and malignant masses by analyzing multiple MRI sequences with convolutional neural network (Proc. SPIE 11513, 15th International Workshop on Breast Imaging (IWBI2020))
6.	2020/02	Construction of virtual normal dose CT images from ultra-low dose CT images using dilated residual networks (Proc. of SPIE Medical Imaging)
7.	2019/09/03	Determination of hyper-parameters in convolutional neural network for medical image applications using Bayesian optimization method
8.	2019/09/03	Improvement of frame rate in cine MRI using deep learning
9.	2018/12	Optimization Method of Hyper-Parameters in Convolutional Neural Network for Medical Image Application (104th RSNA Scientific Assembly and Annual Meeting (RSNA2018))
10.	2018/07	Application of Artificial Intelligence to Medical Imaging（招待講演） (Asia Pacific Society for Computing and Information Technology 2018 Annual Meeting)
11.	2018/06	Improving image resolution of whole heart coronary magnetic resonance angiography using 3-dimentional super-resolution technique (International journal of computer asisted radiology and surgery (CARS2018))
12.	2017/07	Detection and Tracking Method for Cells Using Adaptive Thresholding (International Symposium on Imaging Frontier (ISIF2017))
13.	2017/05	Development of a classification method for a crack on a pavement surface images using machine learning (Proc. of SPIE Thirteenth International Conference on Quality Control by Artificial Vision (QCAV2017))
14.	2016/06	Orthogonalized coupled learning and application for face hallucination (Proc. of IEEE Mechatronics (MECATRONICS) /17th International Conference on Research and Education in Mechatronics (REM), 2016 11th France-Japan & 9th Europe-Asia Congress)
15.	2012/12	Improved Differential Diagnosis of Breast Masses on Ultrasonographic Images with CAD Scheme for Determining Histological Classifications (Radiological Society of North America, 97st Scientific Assembly and Annual Meeting (RSNA2012))
16.	2012/12	Usefulness of Computer-aided Diagnosis Scheme for Determining Histological Classifications of Breast Masses on Ultrasonographic Images (Radiological Society of North America 2012 97st Scientific Assembly and Annual Meeting (RSNA2012))
17.	2012/11	Computerized Classification Method for Histological Classification of Masses using Objective Features Based on Clinicians' Subjective Impresions (Proc. of International Conference The 6th International Conference on Soft Computing and Intelligent Systems, The 13th International Symposium on Advanced Intelligent Systems (SCIS-ISIS 2012))
18.	2012/11	Determination Scheme for Histological Classification of Breast Masses by Objective Features Based on Clinical Features and Statistical Features (Proc. of the 2nd International Symposium for Sustainability by Engineering at MIU)
19.	2012/10	Computer-aided Diagnosis Scheme for Determining Histological Classification of Breast Masses using Clinical Features and Texture Features,” (Proc. of the four-international workshop on regional innovation studies)
20.	2012/06	Computer-aided detection scheme for clustered microcalcifications in telediagnostic system via telemedicine network (Proc. of Computer Assisted Radiology and Surgery (CARS2012))
21.	2012/06	Improvement of Computer-aided Diagnosis (CAD) Scheme for Histological Classification of Masses on Ultrasonographic Images by Using Objective Features Based on Clinicians’ Subjective Impressions (Proc. of Computer Assisted Radiology and Surgery (CARS2012))
22.	2011/12	Computer-aided Diagnosis Scheme for Determining Histological Classifications of Breast Masses Using Objective Features Based on Clinicians’ Subjective Impressions on Ultrasonographic Images (Radiological Society of North America 2011 96st Scientific Assembly and Annual Meeting (RSNA2011))
23.	2011/12	Construction of Telediagnostic System via Telemedicine Network with Computer-aided Diagnosis (CAD) Scheme for Determining Histological Classification of Clustered Microcalcifications in Mammograms (Radiological Society of North America 2011 96st Scientific Assembly and Annual Meeting (RSNA2011))
24.	2011/12	Introduction of Computer-aided Detection (CAD) Scheme for Clustered Microcalcifications in Mammograms to Telediagnostic System via Telemedicine Network (Radiological Society of North America 2011 96st Scientific Assembly and Annual Meeting (RSNA2011))
25.	2011/10	Computerized Quantification Method for Objective Features based on Clinicians’ Subjective Ratings of Breast Masses on Ultrasonographic Images (Proc. of the Third International Workshop on Regional Innovation Studies)
26.	2011/06	Computer-aided diagnosis scheme based on histological classifications of breast masses on ultrasonographic images (Proc. of Computer Assisted Radiology and Surgery (CARS2011))
27.	2010/12	Computer-aided Diagnosis Scheme for Determing Histological Classifications of Breast Masses on Ultrasonographic Image (Radiological Society of North America 2010 95th Scientific Assembly and Annual Metting (RSNA2010))
28.	2010/10	Computerized identification method for current dental intraoral radiographs based on the arranged previous dental intraoral radiographs (Proc. of the Second International Workshop on Regional Innovation Studies)
29.	2010/10	Introduction of Computerized Detection Method to Breast Cancer Screening in Mie Prefecture (Proc. of the Second International Workshop on Regional Innovation Studies)
30.	2010/06	Computer-Aided diagnosis (CAD) scheme for detection of sentinel lymph nodes on lymphoscintigrams based on symmetry of mapped injection site (Proc. of Computer Assisted Radiology and Surgery (CARS2010))
31.	2010/06	Computerized segmentation method of calcifications within clustered microcalcifications on mammograms using multiresolution analysis (Proc. of Computer Assisted Radiology and Surgery (CARS2010))
32.	2009/10	Computer-aided Detection Scheme for Sentinel Lymph Nodes (Proc. of the First International Workshop on Regional Innovation Studies)
33.	2009/10	Computerized Extraction Method of Hepatic Vessels in Contrasted Abdominal X-ray CT Images (Proc. of the First International Workshop on Regional Innovation Studies)
34.	2009/10	Computerized Segmentation Method of Calcifications within Clustered Microcalcifications on Mammograms (Proc. of the First International Workshop on Regional Innovation Studies - Biomedical Engineering)