Deep Learning for Visual Segmentation: A Review. - Jiaxing Sun; Yujie Li 001; Huimin Lu 001; Tohru Kamiya; Seiichi Serikawa (COMPSAC, 2020)

Automatic Classification of Respiratory Sounds Based on Convolutional Neural Network with Multi Images. - Koki Minami; Huimin Lu 001; Tohru Kamiya; Shingo Mabu; Shoji Kido (ICBSP, 2020)

Detection of Abnormal Opacity on Chest CT Images Using A 3D-CNN. - Yuichiro Koizumi; Tohru Kamiya; Takatoshi Aoki; Shoji Kido (ICBBE, 2021)

Compare Derived U-Nets Using For Retinal Vessels Segmentation. - Guangxu Li; Xin Wang; Zhen Wang; Jiaqi Wu; Tohru Kamiya (ICBSP, 2021)

Unsupervised survival prediction model from CT images of patients with COVID-19. - Tomoki Uemura; Janne J. Näppi; Chinatsu Watari; Tohru Kamiya; Hiroyuki Yoshida (Computer-Aided Diagnosis, 2021)

A generative flow-based model for volumetric data augmentation in 3D deep learning for computed tomographic colonography. - Tomoki Uemura; Janne J. Näppi; Yasuji Ryu; Chinatsu Watari; Tohru Kamiya; Hiroyuki Yoshida (Int. J. Comput. Assist. Radiol. Surg., 2021)

Classification of respiratory sounds using improved convolutional recurrent neural network. - Naoki Asatani; Tohru Kamiya; Shingo Mabu; Shoji Kido (Comput. Electr. Eng., 2021)

Weakly unsupervised conditional generative adversarial network for image-based prognostic prediction for COVID-19 patients based on chest CT. - Tomoki Uemura; Janne J. Näppi; Chinatsu Watari; Toru Hironaka; Tohru Kamiya; Hiroyuki Yoshida (Medical Image Anal., 2021)

Construction of a Hierarchical Feature Enhancement Network and Its Application in Fault Recognition. - Zhe Chen 004; Huimin Lu 001; Shiqing Tian; Junlin Qiu; Tohru Kamiya; Seiichi Serikawa; Lizhong Xu (IEEE Trans. Ind. Informatics, 2021)

Grasp Position Estimation from Depth Image Using Stacked Hourglass Network Structure. - Keisuke Hamamoto; Huimin Lu 001; Yujie Li 001; Tohru Kamiya; Yoshihisa Nakatoh; Seiichi Serikawa (COMPSAC, 2022)

Segmentation of liver tumors in multiphase computed tomography images using hybrid method. - Jiaqi Wu; Muki Furuzuki; Guangxu Li; Tohru Kamiya; Shingo Mabu; Masahiro Tanabe; Katsuyoshi Ito; Shoji Kido (Comput. Electr. Eng., 2022)

Segmentation of Lung Nodules on CT Images Using a Nested Three-Dimensional Fully Connected Convolutional Network. - Shoji Kido; Shunske Kidera; Yasushi Hirano; Shingo Mabu; Tohru Kamiya; Nobuyuki Tanaka; Yuki Suzuki; Yanagawa Masahiro; Noriyuki Tomiyama (Frontiers Artif. Intell., 2022)

Facial Symmetry Analysis Using Temporal Change in Landmark from A Video Image of 3D Point Cloud. - Narumi Kihara; Namiko Kimura-Nomoto; Takako Okawachi; Guangxu Li; Norifumi Nakamura; Tohru Kamiya (ICBBE, 2023)

Res BCDU-SCB Net: A Lung CT Image Segmentation based on SC-BLSTM. - Tianwen Wang; Guangxu Li; Chunming Tang; Tohru Kamiya (ICBIP, 2023)

Research on adaptive formation control of mobile robot based on improved virtual spring method. - Yimei Chen; Bingqi Li; Tohru Kamiya; Xiaofan Shi (ICCAI, 2023)

Volumetric choroidal segmentation using 3D residual U-Net. - Guangxu Li; Kang Wang 007; Xin Wang; Bin Sun; Kailu Wang; Yicheng Gao; Shaowei Sun; Tohru Kamiya; Yining Dai (ICCAI, 2023)

Research on Semantic segmentation co-evolutionary method for Automated Driving Haze Images. - Chunming Tang; Yu Wang 312; Tohru Kamiya (ICCAI, 2023)

Multidimensional Deformable Object Manipulation Based on DN-Transporter Networks. - Yadong Teng; Huimin Lu 001; Yujie Li 001; Tohru Kamiya; Yoshihisa Nakatoh; Seiichi Serikawa; Pengxiang Gao (IEEE Trans. Intell. Transp. Syst., 2023)

Pose Estimation of Point Sets Using Residual MLP in Intelligent Transportation Infrastructure. - Yujie Li 001; Zhiyun Yin; Yuchao Zheng; Huimin Lu 001; Tohru Kamiya; Yoshihisa Nakatoh; Seiichi Serikawa (IEEE Trans. Intell. Transp. Syst., 2023)

Classification of Histological Types of Primary Lung Cancer from CT Images Using Clinical Information. - Naoya Honda; Tohru Kamiya; Shoji Kido (ICBET, 2024)

Optimization of Corneal Parameters in Refractive Surgery. - Liheng Wang; Guangxu Li; Zhanglin Liu; Yue Huang; Boya Shi; Tohru Kamiya (ICCAI, 2024)

Retinal Layer 3D Segmentation in Wide-Field OCT images using Self-Supervised Pre-Training of Swin Transformers. - Yiqing Ye; Guangxu Li; Yining Dai; Kailu Wang; Kang Wang 007; Zhina Wang; Jiajia Liu; Tohru Kamiya (ICCPR, 2024)

Super Resolution of Remote Sensing Image Using Improved SwinIR. - Shun Matsumoto; Tohru Kamiya (SCIS/ISIS, 2024)

Registration Method for Head CT and MR Images Based on TransMorph Incorporated ASPP. - Tomoaki Murakami; Akiyoshi Yamamoto; Tohru Kamiya (SCIS/ISIS, 2024)

Registration of Spinal Region on CT Images Based on SuperPoint with Convolutional Block Attention Module. - Kenta Nabeshima; Takashi Terasawa; Tohru Kamiya; Takatoshi Aoki (SCIS/ISIS, 2024)

A Denoising Method from Low-dose CT Images Based on Improved U-Net with Attention Mechanism. - Shuji Sawada; Guangxu Li; Seiichi Murakami; Tohru Kamiya (SCIS/ISIS, 2024)

Detection of Temporal Changes from Satellite Images Based on Improved SNUNet-CD. - Yudai Watanabe; Tohru Kamiya (SCIS/ISIS, 2024)

Multi-robot navigation based on velocity obstacle prediction in dynamic crowded environments. - Yimei Chen; Yixin Wang; Baoquan Li; Tohru Kamiya (Ind. Robot, 2024)

Detection of Lung Regions from LDCT Images and 3D Image Registration Using FFD. - Chika Tanaka; Tohru Kamiya; Takashi Terasawa; Takatoshi Aoki (ICBEA, 2025)

Physics-Based Optical Coherence Tomography Angiography (OCTA) Image Correction for Shadow Compensation. - Guangxu Li; Kang Wang 007; Yining Dai; Dongping Zheng; Kailu Wang; Lizhen Zhang; Tohru Kamiya (IEEE Trans. Biomed. Eng., 2025)