研究者学術情報データベース

ナカヤマ　リョウヘイ
中山　良平
NAKAYAMA RYOHEI

所属理工学部電子情報工学科

職名教授

論文
1.	2023/02	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 │ in accepted (共著)
2.	2022/10	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 │ in accepted (共著)
3.	2022/08	Pseudocontinuous Arterial Spin Labeling: Clinical Applications and Usefulness in Head and Neck Entities │ Cancers │ 14 (16),1-17頁 (共著)
4.	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) │ in accepted (共著)
5.	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 │ 142 (5),550-556頁 (共著)
6.	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)
7.	2022/05	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 │ Radiological Physics and Technology │ 15,170-176頁 (共著)
8.	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)
9.	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)
10.	2022/04	Semiautomated Segmentation and Volume Measurements of Cervical Carotid High-Signal Plaques Using 3D Turbo Spin-Echo T1-Weighted Black-Blood Vessel Wall Imaging: A Preliminary Study │ Diagnostics │ 12 (4) (共著)
11.	2022/04	Tumor blood flow and apparent diffusion coefficient histogram analysis for differentiating malignant salivary tumors from pleomorphic adenomas and Warthin’s tumors │ Scientific Reports │ 12,1-10頁 (共著)
12.	2022/01	A novel strategy to develop deep learning for image super-resolution using original ultra-high-resolution computed tomography images of lung as training dataset. │ Jpn J Radiol │ 40 (1),38-47頁 (共著)
13.	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 │ 62 (5),1193-1199頁 (共著)
14.	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)
15.	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)
16.	2021/01	Diagnostic performance of coronal view in comparison with transverse view of three-dimensional automated breast ultrasound. │ Acta Radiol. │ 62 (1),27-33頁 (共著)
17.	2021/01	Evaluation of placental oxygenation index using blood oxygen level-dependent magnetic resonance imaging (BOLD-MRI) during normal late pregnancy │ J Matern Fetal Neonatal Med │ ,1-13頁 (共著)
18.	2020/04	Improving Image Resolution of Whole-Heart Coronary MRA Using Convolutional Neural Network. │ Journal of Digital Imaging. │ 33 (2),497-503 (共著)
19.	2020/03	Usefulness of dictionary learning-based processing for improving image quality of sub-millisievert low-dose chest CT: initial experience. │ Jpn J Radiol. │ 38 (3),215-221 (共著)
20.	2019/07	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 (共著)
21.	2019/04	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)
22.	2019/03	Computerized evaluation scheme to detect metastasis in sentinel lymph nodes using contrast-enhanced computed tomography before breast cancer surgery. │ Radiological Physics and Technology │ 12,55–60 (共著)
23.	2018/07	Computer-Aided Diagnosis Scheme for Determining Histological Classification of Breast Lesions on Ultrasonographic Images Using Convolutional Neural Network. │ Diagnostics │ 25 (8),1-9 (共著)
24.	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 (共著)
25.	2016/08	Respiratory-gated time-of-flight PET/CT during whole-body scan for lung lesions: feasibility in a routine clinical setting and quantitative analysis. │ Annals of Nuclear Medicine │ 30,722-730 (共著)
26.	2016/07	Computerized Scheme for Histological Classification of Masses with Architectural Distortions in Ultrasonographic Images │ Journal of Biomedical Science and Engineering │ 9,399-409 (共著)
27.	2016/07	The usefulness of a computer-aided diagnosis scheme for improving the performance of clinicians to diagnose non-mass lesions on breast ultrasonographic images. │ Journal of Medical Ultrasonics │ 43,387-394 (共著)
28.	2016/06	Computer-Aided Diagnosis Scheme for Distinguishing Between Benign and Malignant Masses in Breast DCE-MRI. │ Journal of Digital Imaging. │ 29,388-393 (共著)
29.	2016/06	Underestimation of myocardial blood flow by dynamic perfusion CT: Explanations by two-compartment model analysis and limited temporal sampling of dynamic CT. │ J Cardiovasc Comput Tomogr │ 10,207-214 (共著)
30.	2014/06	Potential usefulness of presentation of histological classifications with computer-aided diagnosis (CAD) scheme in differential diagnosis of clustered microcalcifications on mammograms. │ Breast Imaging, Lecture Notes in Computer Science. │ 8539,115-120 (共著)
31.	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. │ 26,958-970 (共著)
32.	2013/04	Improved Differential Diagnosis of Breast Masses on Ultrasonographic Images with a Computer-aided Diagnosis Scheme for Determining Histological Classifications. │ Academic Radiology. │ 20,471-477 (共著)
33.	2012/06	Computerized Segmentation Method for Individual Calcifications within Clustered Microcalcifications while Maintaining Their Shapes on Magnification Mammograms. │ Journal of Digital Imaging. │ 25,377-386 (共著)
34.	2012/02	Computer-aided Detection Scheme for Sentinel Lymph Nodes in Lymphoscintigrams Using Symmetrical Property around Mapped Injection Point. │ Journal of Digital Imaging. │ 25,148-154 (共著)
35.	2011/02	Evaluation of Objective Similarity Measures for Selecting Similar Images of Mammographic Lesions. │ Journal of Digital Imaging. │ 24,75-85 (共著)
36.	2009/12	Potential Usefulness of Similar Images in the Differential Diagnosis of Clustered Microcalcifications on Mammograms. │ Radiology. │ 253,625-631 (共著)
37.	2007/12	An Improved Computer-Aided Diagnosis Scheme Using the Nearest Neighbour Criterion for Determining Histological Classification of Clustered Microcalcifications. │ Methods of Information in Medicine. │ 46,716-722 (共著)
38.	2006/10	Computer-aided Diagnosis Scheme for Identifying Histological Classification of Clustered Microcalcifications by use of Follow-up Magnification Mammograms. │ Academic Radiology. │ 13,1219-1228 (共著)
39.	2006/06	Potential Usefulness of Multiple-Mammographic Views in Computer-aided Diagnosis Scheme for Identifying Histological Classification of Clustered Microcalcification. │ Digital Mammography, Lecture Notes in Computer Science. │ 4046,229-236 (共著)
40.	2006/02	Computer-aided Diagnosis Scheme using a Filter Bank for Detection of Microcalcification Clusters in Mammograms. │ IEEE Transactions on Biomedical Engineering. │ 53,273-283 (共著)
41.	2005/09	乳房X線写真における微小石灰化クラスタのコンピュータ検出支援システムの高度化－フィルタバンクを用いた偽陽性削除－． │ 生体医工学 │ 43,406-415 (共著)
42.	2004/08	周産期の精神保健活動の新しい試み－インターネットを用いた啓蒙活動および支援－． │ 臨床精神医学 │ 33,1027-1033 (共著)
43.	2004/04	Computer-aided Diagnosis Scheme for histological Classification of Clustered Microcalcifications on Magnification Mammograms. │ Medical Physics. │ 31,789-799 (共著)
44.	2004/01	フィルタバンクを用いた乳房X線写真における早期段階の微小石灰化クラスタ検出． │ 電子情報通信学会論文誌 │ J87-D-II,186-196 (共著)
45.	2004/01	医用画像における円形・線状パターン検出のためのフィルタバンクの構築． │ 電子情報通信学会論文誌 │ J87-D-II,176-185 (共著)
46.	2003/06	Server Side Scriptを用いた医療情報学会論文投稿査読システムの構築と評価． │ 医療情報学 │ 23,127-136 (共著)
47.	2002/04	情報共有制御機能を備えた電子カルテ情報ネットワークシステムの構築． │ 医療情報学 │ 22,27-34 (共著)
48.	2000/03	マンモグラムにおける微細石灰化クラスタの良悪性鑑別システムの開発． │ 日本放射線技術学会雑誌 │ 56,391-397 (共著)
49.	1999/11	Discrimination of malignant and benign micro-calcification clusters on mammograms. │ コンピュータ支援画像診断学会論文誌 │ 3,17-23 (共著)