@book{CTT100888650, author = {Zarshenas A. and Suzuki K.}, title = {Deep Learning for Medical Image Processing: Bones and Soft Tissue Separation in Chest Radiographs}, publisher = {IOP Publishing}, year = 2019, } @book{CTT100828315, author = {Liao H. and Balocco S. and Wang G. and Zhang F. and Liu Y. and Ding Z. and Duong L. and Phellan R. and Zahnd G. and Breininger K. and Albarqouni S. and Moriconi S. and Lee S.-L. and Demirci S. and Suzuki K. and Greenspan H. and Wang Q. and van Ginneken B. and Zhou L.}, title = {Machine Learning and Medical Engineering for Cardiovascular Health and Intravascular Imaging and Computer Assisted Stenting}, publisher = {Springer}, year = 2019, } @book{CTT100828317, author = {Greenspan H. and Tanno R. and Erdt M. and Arbel T. and Baumgartner C. and Dalca A. and Sudre C.H. and Wells III W.M. and Drechsler K. and Linguraru M.G. and Oyarzun Laura C. and Shekhar R. and Wesarg S. and González Ballester M.Á. and Suzuki K. and Liao H. and Wang Q. and van Ginneken B. and Zhou L.}, title = {Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures}, publisher = {Springer}, year = 2019, } @book{CTT100828314, author = {Suzuki K. and Reyes M. and Syeda-Mahmood T. and Konukoglu E. and Glocker B. and Wiest R. and Gur Y. and Greenspan H. and Madabhushi A.}, title = {Interpretability of Machine Intelligence in Medical Image Computing and Multimodal Learning for Clinical Decision Support}, publisher = {Springer}, year = 2019, } @article{CTT100828316, author = {Zarshenas A. and Liu J. and Forti P. and Kenji Suzuki}, title = {Separation of bones from soft tissue in chest radiographs: Anatomy-specific orientation-frequency-specific deep neural network convolution}, journal = {Medical Physics}, year = 2019, } @article{CTT100828313, author = {Shi, Z. and Hao, H. and Zhao, M. and Feng, Y. and He, L. and Wang, Y. and Kenji Suzuki}, title = {A deep CNN based transfer learning method for false positive reduction}, journal = {Multimedia Tools and Applications}, year = 2019, } @inproceedings{CTT100828644, author = {Taiguang Yuan and Ze Jin and Tokuda Y. and Naoi Y. and Tomiyama N. and Kenji Suzuki}, title = {Discovery of MR Imaging Biomarkers for Prediction of Pathological Complete Responses to Chemotherapy for Breast Cancer}, booktitle = {Proceeding of 4th International Symposium on Biomedical Engineering (ISBE2019)}, year = 2019, } @inproceedings{CTT100828645, author = {Yuchen Wang and Ze Jin and Tokuda Y. and Naoi Y. and Tomiyama N. and Kenji Suzuki}, title = {Neural Network Convolution Deep Learning for Semantic Segmentation of Breast Tumor in MRI}, booktitle = {Proceeding of 4th International Symposium on Biomedical Engineering (ISBE2019)}, year = 2019, } @inproceedings{CTT100844632, author = {Zhao Y. and Zarshenas A. and Higaki T. and Awai K. and Suzuki K.}, title = {Radiation dose reduction in chest CT at a micro-dose (mD) level by noise simulation and noise-specific anatomic neural network convolution (NNC) deep-learning (DL) with K-means clustering}, booktitle = {}, year = 2019, } @inproceedings{CTT100828646, author = {Zarshenas, A. and Kenji Suzuki}, title = {Deep Neural Network Convolution for Natural Image Denoising}, booktitle = {Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018}, year = 2019, } @inproceedings{CTT100828647, author = {Taiguang Yuan and Ze Jin and Tokuda, Y. and Naoi, Y. and Tomiyama, N. and Kenji Suzuki}, title = {Development of deep-learning segmentation for breast cancer in mr images based on neural network convolution}, booktitle = {Proceedings of the 2019 8th International Conference on Computing and Pattern Recognition}, year = 2019, } @inproceedings{CTT100828649, author = {Zarshenas, A. and Liu, J. and Forti, P. and Kenji Suzuki}, title = {Mixture of Deep-Learning Experts for Separation of Bones from Soft Tissue in Chest Radiographs}, booktitle = {Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018}, year = 2019, } @inproceedings{CTT100806380, author = {Hiroki Imai and Tomoya Nakamura and Kenji Suzuki and Masahiro Yamaguchi and Tokiya Abe and Akinori Hashiguchi and Michiie Sakamoto}, title = {H&E染色組織標本に対するブロックベース深層学習による肝細胞癌識別手法の検討}, booktitle = {第18回デジタルパソロジー研究会総会 抄録集}, year = 2019, } @inproceedings{CTT100828648, author = {Martinez-Garcia, M. and Zhang, Y. and Kenji Suzuki and Zhang, Y.}, title = {Measuring system entropy with a deep recurrent neural network model}, booktitle = {IEEE International Conference on Industrial Informatics (INDIN)}, year = 2019, } @misc{CTT100828318, author = {Kenji Suzuki}, title = {人工知能(AI)最新動向 – 画像処理}, year = 2019, } @misc{CTT100828348, author = {Kenji Suzuki}, title = {大腸CTにおけるAI支援画像診断}, year = 2019, } @misc{CTT100842102, author = {Kenji Suzuki and TAKASHI OBI and HIROYUKI SUZUKI}, title = {染色画像推定器学習装置、画像処理装置、染色画像推定器学習方法、画像処理方法、染色画像推定器学習プログラム、及び、画像処理プログラム}, howpublished = {PublishedPatent}, year = 2020, month = {}, note = {特願2019-041046(2019/03/06), 特開2020-144012(2020/09/10)} }