研究者学術情報データベース

ヒズクリ　アキヨシ
檜作　彰良
HIZUKURI AKIYOSHI

所属理工学部電子情報工学科

職名講師

論文
1.	2024/03	Computerized Segmentation Method for Nonmasses on Breast DCE-MRI Images Using ResUNet++ with Slice Sequence Learning and Cross-Phase Convolution │ Journal of Imaging Informatics in Medicine │ ,1-12頁 (共著)
2.	2023/10	Semantic Face Segmentation Using Convolutional Neural Networks with a Supervised Attention Module │ IEEE Access │ 11,116892-116902頁 (共著)
3.	2023/05	マルチシーケンス脳MRIを用いたMulti-scale 3D-Attention Branch Networksによるグリオーマ分子サブタイプ分類 │ 電気学会論文誌C │ 143 (5),539-545頁 (共著)
4.	2023/01	Two-Stream 3D Convolutional Neural Networks-v2を用いた万引き行動の自動検知手法の高速化 │ 情報処理学会論文誌 │ 64 (1),229-235頁 (共著)
5.	2022/06	Computerized Classification Method for 1p/19q Codeletion in Low Grade Gliomas from Brain MRI Images Using Three Dimensional Radiomics Features │ Journal of the Institute of Image Electronics Engineers of Japan (IIEEJ) │ 10 (1),120-126頁 (共著)
6.	2022/06	Tooth detection for each tooth type by application of faster R-CNNs to divided analysis areas of dental panoramic X-ray images │ Radiological Physics and Technology │ 15 (2),170-176頁 (共著)
7.	2022/05	Attention Mechanismを導入したMulti-scale 3D-CNNsによる脳MRI画像の低悪性度グリオーマの1p/19q共欠損分類 │ 電気学会論文誌C │ 142 (5),550-556頁 (共著)
8.	2022/05	ROI Poolingを用いたCNNによる乳房超音波画像上の腫瘤病変の病理組織型分類 │ 電気学会論文誌C │ 142 (5),586-592頁 (共著)
9.	2022/05	各顔パーツを対象とした複数CNNモデルによる顔画像の高解像度化 │ 情報処理学会論文誌 │ 63 (5),1216-1224頁 (共著)
10.	2022/04	Generalized Dice Lossを用いたEncoder-Multiple Decoders U-Netによる顔パーツのセマンティックセグメンテーション │ 画像電子学会誌 │ 51 (2),150-156頁 (共著)
11.	2021/05	Cross Modality Pre-Trainingを用いたTwo-Stream 3D Convolutional Neural Networksによる万引き行動の自動検知 │ 情報処理学会論文誌 │ (共著)
12.	2021/03	Segmentation of Teeth in Panoramic Dental X-ray Images Using U-Net with a Loss Function Weighted on the Tooth Edge │ Radiological Physics and Technology │ 14 (1),64-69頁 (共著)
13.	2021/02	Computer-Aided Diagnosis Scheme for Distinguishing between Benign and Malignant Masses on Breast DCE-MRI Images using Deep Convolutional Neural Network with Bayesian Optimization │ Journal of Digital Imaging │ 34 (1),116-123頁 (共著)
14.	2020/04	Improving Image Resolution of Whole-Heart Coronary MRA Using Convolutional Neural Network │ Journal of Digital Imaging │ 33 (2),497-503頁 (共著)
15.	2019/12	事例ベース超解像技術を用いた歯科パノラマX線画像の高画質化 │ 医用画像情報学会雑誌 │ 36 (4),162-172頁 (共著)
16.	2019/06	病理組織画像解析の研究動向 │ 医用画像情報学会雑誌 │ 36,53-58頁 (共著)
17.	2018/07	Computer-aided Diagnosis Scheme for Determining Histological Classification of Breast Masses on Ultrasonographic Images using Convolutional Neural Network │ Diagnostics (Basel) │ 25 (8),1-9. (共著)
18.	2017/04	Segmentation Method of Breast Masses on Ultrasonographic Images Using Level Set Method Based on Statistical Model │ Journal of Biomedical Science and Engineering │ 10,149-162頁 (共著)
19.	2016/07	Computerized Scheme for Histological Classification of Masses with Architectural Distortions in Ultrasonographic Images │ Journal of Biomedical Science and Engineering │ 9 (8),399-409頁 (共著)
20.	2013/10	Computerized Determination Scheme for Histological Classification of Breast Mass using Objective Features Corresponding to Clinicians’ Subjective Impressions on Ultrasonographic Images │ Journal of Digital Imaging │ 26 (5) (共著)
21.	2013/04	Improved Differential Diagnosis of Breast Masses on Ultrasonographic Images with a Computer-Aided Diagnosis Scheme for Determining Histological Classifications │ Academic Radiology │ 20 (4),471-477頁 (共著)
22.	2012/06	Computerized Segmentation Method for Individual Calcifications within Clustered Microcalcifications while Maintaining Their Shapes on Magnification Mammograms, │ Journal of Digital Imaging │ 23 (3),377-386頁 (共著)
23.	2012/02	Computer-aided Detection Scheme for Sentinel Lymph Nodes in Lymphoscintigrams Using Symmetrical Property around Mapped Injection Point │ Journal of Digital Imaging │ 25 (1),148-154頁 (共著)