Masahiro Oda - RankMe

220 papers A 1B 24Misc 1Journal 83Unranked 111

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Fully automated segmentation of substantia nigra toward longitudinal analysis of Parkinson's disease. Int. J. Comput. Assist. Radiol. Surg. Tao Hu, Hayato Itoh, Masahiro Oda, Shinji Saiki, Koji Kamagata, Keiichi Ishikawa, Wataru Sako, Nobutaka Hattori, Shigeki Aoki, Kensaku Mori
2026	J	`jnl`	Left-right relationship-aware 3D volume classification method. Int. J. Comput. Assist. Radiol. Surg. Masahiro Oda, Yuichiro Hayashi, Yoshito Otake, Masahiro Hashimoto, Toshiaki Akashi, Shigeki Aoki, Kensaku Mori
2026	J	`jnl`	Synthetic data generation with Worley-Perlin diffusion for robust subarachnoid hemorrhage detection in imbalanced CT Datasets. Int. J. Comput. Assist. Radiol. Surg. Zhongyang Lu, Tao Hu, Masahiro Oda, Yutaro Fuse, Ryuta Saito, Masahiro Jinzaki, Kensaku Mori
2026	J	`jnl`	WSI-INR: Implicit Neural Representations for Lesion Segmentation in Whole-Slide Images. CoRR Yunheng Wu, Wenqi Huang, Liangyi Wang, Masahiro Oda, Yuichiro Hayashi, Daniel Rueckert, Kensaku Mori
2025	J	`jnl`	Adaptive sensitivity-fisher regularization for heterogeneous transfer learning of vascular segmentation in laparoscopic videos. Int. J. Comput. Assist. Radiol. Surg. Xinkai Zhao, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Kensaku Mori
2025	J	`jnl`	Diffusion-driven distillation and contrastive learning for class-incremental semantic segmentation of laparoscopic images. Int. J. Comput. Assist. Radiol. Surg. Xinkai Zhao, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kensaku Mori
2025	—	`conf`	Domain-Specific Pretraining and Fine-Tuning with Contrastive Learning for Fluorescence Microscopic Image Segmentation. AMAI@MICCAI Yunheng Wu, Liangyi Wang, Zhongyang Lu, Masahiro Oda, Yuichiro Hayashi, Shuntaro Kawamura, Takanori Takebe, Kensaku Mori
2025	J	`jnl`	Double-mix pseudo-label framework: enhancing semi-supervised segmentation on category-imbalanced CT volumes. Int. J. Comput. Assist. Radiol. Surg. Luyang Zhang, Yuichiro Hayashi, Masahiro Oda, Kensaku Mori
2025	—	`conf`	Enforcing Geometric Constraints of Surface Normal and Pose for Self-supervised Monocular Depth Estimation on Laparoscopic Images. MICCAI (9) Wenda Li, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Kensaku Mori
2025	J	`jnl`	Enhanced self-supervised monocular depth estimation with self-attention and joint depth-pose loss for laparoscopic images. Int. J. Comput. Assist. Radiol. Surg. Wenda Li, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Kensaku Mori
2025	J	`jnl`	Enhancing YOLO for laparoscopic tool detection: novel data augmentation and structural modifications addressing mis-detection of bifurcated targets. Int. J. Comput. Assist. Radiol. Surg. Yuzhang Liu, Yuichiro Hayashi, Masahiro Oda, Kensaku Mori
2025	J	`jnl`	GPU-accelerated deformation mapping in hybrid organ models for real-time simulation. Int. J. Comput. Assist. Radiol. Surg. Rintaro Miyazaki, Yuichiro Hayashi, Masahiro Oda, Kensaku Mori
2025	J	`jnl`	Multi-dimensional consistency learning between 2D Swin U-Net and 3D U-Net for intestine segmentation from CT volume. Int. J. Comput. Assist. Radiol. Surg. Qin An, Hirohisa Oda, Yuichiro Hayashi, Takayuki Kitasaka, Hiroo Uchida, Akinari Hinoki, Kojiro Suzuki, Aitaro Takimoto, Masahiro Oda, Kensaku Mori
2025	—	`conf`	SIGMA: Auto-Regressive VLM for Automated Radiology Report Generation from Longitudinal 3D CT Volumes. ELAMI@MICCAI Khang C. Nguyen, Cheng Wang, Zong X. Shi, Yue Heng, Chuan Y. Qi, Masahiro Oda, Kensaku Mori
2025	J	`jnl`	Semantic segmentation dataset authoring with simplified labels. Int. J. Comput. Assist. Radiol. Surg. Leo Uramoto, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kensaku Mori
2025	J	`jnl`	Skeleton-guided 3D convolutional neural network for tubular structure segmentation. Int. J. Comput. Assist. Radiol. Surg. Ruiyun Zhu, Masahiro Oda, Yuichiro Hayashi, Takayuki Kitasaka, Kazunari Misawa, Michitaka Fujiwara, Kensaku Mori
2025	—	`conf`	Spiking MU-Net: Toward Low-Power and Efficient Microscopic Image Segmentation. EMA4MICCAI Liangyi Wang, Yunheng Wu, Masahiro Oda, Yuichiro Hayashi, Kensaku Mori
2024	—	`conf`	A Bayesian Approach to Weakly-Supervised Laparoscopic Image Segmentation. MICCAI (6) Zhou Zheng, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kensaku Mori
2024	J	`jnl`	A Bayesian Approach to Weakly-supervised Laparoscopic Image Segmentation. CoRR Zhou Zheng, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kensaku Mori
2024	—	`conf`	A Deployable Microscopic Image Segmentation Look-Up Table Based on A Dilated CNN. MOVI@MICCAI Yunheng Wu, Jiazhen Pan, Shuntaro Kawamura, Masahiro Oda, Yuichiro Hayashi, Takanori Takebe, Daniel Rueckert, Kensaku Mori
2024	J	`jnl`	Anatomical attention can help to segment the dilated pancreatic duct in abdominal CT. Int. J. Comput. Assist. Radiol. Surg. Chen Shen, Holger R. Roth, Yuichiro Hayashi, Masahiro Oda, Gen Sato, Tadaaki Miyamoto, Daniel Rueckert, Kensaku Mori
2024	—	`conf`	CLSMI2T3: 3D CLSM Vasculature Volume Reconstruction from A Single 2D Slice by Off-Focal Plane Signal Using Synthetic Data. MOVI@MICCAI Yunheng Wu, Martin J. Menten, Linus Kreitner, Shuntaro Kawamura, Masahiro Oda, Yuichiro Hayashi, Takanori Takebe, Daniel Rueckert, Kensaku Mori
2024	—	`conf`	EndoSelf: Self-supervised Monocular 3D Scene Reconstruction of Deformable Tissues with Neural Radiance Fields on Endoscopic Videos. MICCAI (6) Wenda Li, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Kensaku Mori
2024	J	`jnl`	Federated Learning with Partially Labeled Data: A Conditional Distillation Approach. CoRR Pochuan Wang, Chen Shen, Masahiro Oda, Chiou-Shann Fuh, Kensaku Mori, Weichung Wang, Holger R. Roth
2024	—	`conf`	HTSeg: Hybrid Two-Stage Segmentation Framework for Intestine Segmentation from CT Volumes. CLIP@MICCAI Qin An, Hirohisa Oda, Yuichiro Hayashi, Takayuki Kitasaka, Aitaro Takimoto, Akinari Hinoki, Hiroo Uchida, Kojiro Suzuki, Masahiro Oda, Kensaku Mori
2024	J	`jnl`	Preliminary study of substantia nigra analysis by tensorial feature extraction. Int. J. Comput. Assist. Radiol. Surg. Hayato Itoh, Masahiro Oda, Shinji Saiki, Koji Kamagata, Wataru Sako, Keiichi Ishikawa, Nobutaka Hattori, Shigeki Aoki, Kensaku Mori
2024	J	`jnl`	SGSR: style-subnets-assisted generative latent bank for large-factor super-resolution with registered medical image dataset. Int. J. Comput. Assist. Radiol. Surg. Tong Zheng, Hirohisa Oda, Yuichiro Hayashi, Shota Nakamura, Masaki Mori, Hirotsugu Takabatake, Hiroshi Natori, Masahiro Oda, Kensaku Mori
2024	—	`conf`	Semi-supervised Tubular Structure Segmentation with Cross Geometry and Hausdorff Distance Consistency. MICCAI (8) Ruiyun Zhu, Masahiro Oda, Yuichiro Hayashi, Takayuki Kitasaka, Kensaku Mori
2023	—	`conf`	A semantic segmentation method for laparoscopic images using semantically similar groups. Image-Guided Procedures Leo Uramoto, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Kensaku Mori
2023	J	`jnl`	A skeleton context-aware 3D fully convolutional network for abdominal artery segmentation. Int. J. Comput. Assist. Radiol. Surg. Ruiyun Zhu, Masahiro Oda, Yuichiro Hayashi, Takayuki Kitasaka, Kazunari Misawa, Michitaka Fujiwara, Kensaku Mori
2023	J	`jnl`	Anatomy aware-based 2.5D bronchoscope tracking for image-guided bronchoscopic navigation. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Cheng Wang, Masahiro Oda, Yuichiro Hayashi, Takayuki Kitasaka, Hayato Itoh, Hirotoshi Honma, Hirotsugu Takebatake, Masaki Mori, Hiroshi Natori, Kensaku Mori
2023	J	`jnl`	Boundary-aware feature and prediction refinement for polyp segmentation. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Jie Qiu, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kensaku Mori
2023	J	`jnl`	Class-wise confidence-aware active learning for laparoscopic images segmentation. Int. J. Comput. Assist. Radiol. Surg. Jie Qiu, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kensaku Mori
2023	—	`conf`	Classification of COVID-19 cases from chest CT volumes using hybrid model of 3D CNN and 3D MLP-mixer. Computer-Aided Diagnosis Masahiro Oda, Tong Zheng, Yuichiro Hayashi, Yoshito Otake, Masahiro Hashimoto, Toshiaki Akashi, Shigeki Aoki, Kensaku Mori
2023	—	`conf`	ConDistFL: Conditional Distillation for Federated Learning from Partially Annotated Data. ISIC/Care-AI/MedAGI/DeCaF@MICCAI Pochuan Wang, Chen Shen, Weichung Wang, Masahiro Oda, Chiou-Shann Fuh, Kensaku Mori, Holger R. Roth
2023	J	`jnl`	ConDistFL: Conditional Distillation for Federated Learning from Partially Annotated Data. CoRR Pochuan Wang, Chen Shen, Weichung Wang, Masahiro Oda, Chiou-Shann Fuh, Kensaku Mori, Holger R. Roth
2023	J	`jnl`	Correction to: Gaussian affinity and GIoU-based loss for perforation detection and localization from colonoscopy videos. Int. J. Comput. Assist. Radiol. Surg. Kai Jiang, Hayato Itoh, Masahiro Oda, Taishi Okumura, Yuichi Mori, Masashi Misawa, Takemasa Hayashi, Shin-Ei Kudo, Kensaku Mori
2023	J	`jnl`	Gaussian affinity and GIoU-based loss for perforation detection and localization from colonoscopy videos. Int. J. Comput. Assist. Radiol. Surg. Kai Jiang, Hayato Itoh, Masahiro Oda, Taishi Okumura, Yuichi Mori, Masashi Misawa, Takemasa Hayashi, Shin-Ei Kudo, Kensaku Mori
2023	J	`jnl`	Identifying Suspicious Regions of Covid-19 by Abnormality-Sensitive Activation Mapping. CoRR Ryo Toda, Hayato Itoh, Masahiro Oda, Yuichiro Hayashi, Yoshito Otake, Masahiro Hashimoto, Toshiaki Akashi, Shigeki Aoki, Kensaku Mori
2023	—	`conf`	Improved method for COVID-19 classification of complex-architecture CNN from chest CT volumes using orthogonal ensemble networks. Computer-Aided Diagnosis Ryo Toda, Masahiro Oda, Yuichiro Hayashi, Yoshito Otake, Masahiro Hashimoto, Toshiaki Akashi, Shigeki Aoki, Kensaku Mori
2023	J	`jnl`	KST-Mixer: Kinematic Spatio-Temporal Data Mixer For Colon Shape Estimation. CoRR Masahiro Oda, Kazuhiro Furukawa, Nassir Navab, Kensaku Mori
2023	J	`jnl`	KST-Mixer: kinematic spatio-temporal data mixer for colon shape estimation. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Masahiro Oda, Kazuhiro Furukawa, Nassir Navab, Kensaku Mori
2023	B	`conf`	L-former: a lightweight transformer for realistic medical image generation and its application to super-resolution. Image Processing Tong Zheng, Hirohisa Oda, Yuichiro Hayashi, Shota Nakamura, Masaki Mori, Hirotsugu Takabatake, Hiroshi Natori, Masahiro Oda, Kensaku Mori
2023	—	`conf`	M U-Net: Intestine Segmentation Using Multi-dimensional Features for Ileus Diagnosis Assistance. AMAI@MICCAI Qin An, Hirohisa Oda, Yuichiro Hayashi, Takayuki Kitasaka, Akinari Hinoki, Hiroo Uchida, Kojiro Suzuki, Aitaro Takimoto, Masahiro Oda, Kensaku Mori
2023	—	`conf`	Masked Frequency Consistency for Domain-Adaptive Semantic Segmentation of Laparoscopic Images. MICCAI (1) Xinkai Zhao, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kensaku Mori
2023	—	`conf`	Multi-view Guidance for Self-supervised Monocular Depth Estimation on Laparoscopic Images via Spatio-Temporal Correspondence. MICCAI (9) Wenda Li, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Kensaku Mori
2023	B	`conf`	Octree cube constraints in PBD method for high resolution surgical simulation. Image Processing Rintaro Miyazaki, Yuichiro Hayashi, Masahiro Oda, Kensaku Mori
2023	J	`jnl`	Oesophagus Achalasia Diagnosis from Esophagoscopy Based on a Serial Multi-scale Network. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Kai Jiang, Masahiro Oda, Yuichiro Hayashi, Hironari Shiwaku, Masashi Misawa, Kensaku Mori
2023	B	`conf`	Priority attention network with Bayesian learning for fully automatic segmentation of substantia nigra from neuromelanin MRI. Image Processing Tao Hu, Hayato Itoh, Masahiro Oda, Shinji Saiki, Nobutaka Hattori, Koji Kamagata, Shigeki Aoki, Kensaku Mori
2023	—	`conf`	Real bronchoscopic images-based bronchial nomenclature: a preliminary study. Image-Guided Procedures Cheng Wang, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Hirotsugu Takabatake, Masaki Mori, Hirotoshi Honma, Hiroshi Natori, Kensaku Mori
2023	—	`conf`	Thrombosis region extraction and quantitative analysis in confocal laser scanning microscopic image sequence in in-vivo imaging. Biomedical Applications in Molecular, Structural, and Functional Imaging Yunheng Wu, Masahiro Oda, Yuichiro Hayashi, Shuntaro Kawamura, Takanori Takebe, Kensaku Mori
2022	J	`jnl`	A cascaded fully convolutional network framework for dilated pancreatic duct segmentation. Int. J. Comput. Assist. Radiol. Surg. Chen Shen, Holger R. Roth, Yuichiro Hayashi, Masahiro Oda, Tadaaki Miyamoto, Gen Sato, Kensaku Mori
2022	J	`jnl`	Aorta-aware GAN for non-contrast to artery contrasted CT translation and its application to abdominal aortic aneurysm detection. Int. J. Comput. Assist. Radiol. Surg. Tao Hu, Masahiro Oda, Yuichiro Hayashi, Zhongyang Lu, Kanako Kunishima Kumamaru, Toshiaki Akashi, Shigeki Aoki, Kensaku Mori
2022	—	`conf`	Automated classification method of COVID-19 cases from chest CT volumes using 2D and 3D hybrid CNN for anisotropic volumes. Computer-Aided Diagnosis Masahiro Oda, Tong Zheng, Yuichiro Hayashi, Yoshito Otake, Masahiro Hashimoto, Toshiaki Akashi, Shigeki Aoki, Kensaku Mori
2022	—	`conf`	Blood Vessel Segmentation from Low-Contrast and Wide-Field Optical Microscopic Images of Cranial Window by Attention-Gate-Based Network. CVPR Workshops Yunheng Wu, Masahiro Oda, Yuichiro Hayashi, Takanori Takebe, Shogo Nagata, Cheng Wang, Kensaku Mori
2022	—	`conf`	Bronchial orifice tracking-based branch level estimation for bronchoscopic navigation. Image-Guided Procedures Cheng Wang, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Hitotsugu Takabatake, Masaki Mori, Hirotoshi Honma, Hiroshi Natori, Kensaku Mori
2022	J	`jnl`	COVID-19 Infection Segmentation from Chest CT Images Based on Scale Uncertainty. CoRR Masahiro Oda, Tong Zheng, Yuichiro Hayashi, Yoshito Otake, Masahiro Hashimoto, Toshiaki Akashi, Shigeki Aoki, Kensaku Mori
2022	B	`conf`	Coarse-to-fine cascade framework for cross-modality super-resolution on clinical/micro CT dataset. Image Processing Tong Zheng, Hirohisa Oda, Yuichiro Hayashi, Shota Nakamura, Masaki Mori, Hirotsugu Takabatake, Hiroshi Natori, Masahiro Oda, Kensaku Mori
2022	J	`jnl`	Depth Estimation from Single-shot Monocular Endoscope Image Using Image Domain Adaptation And Edge-Aware Depth Estimation. CoRR Masahiro Oda, Hayato Itoh, Kiyohito Tanaka, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Kensaku Mori
2022	J	`jnl`	Depth estimation from single-shot monocular endoscope image using image domain adaptation and edge-aware depth estimation. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Masahiro Oda, Hayato Itoh, Kiyohito Tanaka, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Kensaku Mori
2022	B	`conf`	Effective hyperparameter optimization with proxy data for multi-organ segmentation. Image Processing Chen Shen, Holger R. Roth, Vishwesh Nath, Yuichiro Hayashi, Masahiro Oda, Kazunari Misawa, Kensaku Mori
2022	—	`conf`	Enhancing Model Generalization for Substantia Nigra Segmentation Using a Test-time Normalization-Based Method. MICCAI (8) Tao Hu, Hayato Itoh, Masahiro Oda, Yuichiro Hayashi, Zhongyang Lu, Shinji Saiki, Nobutaka Hattori, Koji Kamagata, Shigeki Aoki, Kanako K. Kumamaru, Toshiaki Akashi, Kensaku Mori
2022	—	`conf`	Geometric Constraints for Self-supervised Monocular Depth Estimation on Laparoscopic Images with Dual-task Consistency. MICCAI (4) Wenda Li, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Kensaku Mori
2022	—	`conf`	Joint Multi Organ and Tumor Segmentation from Partial Labels Using Federated Learning. DeCaF/FAIR@MICCAI Chen Shen, Pochuan Wang, Dong Yang, Daguang Xu, Masahiro Oda, Po-Ting Chen, Kao-Lang Liu, Wei-Chih Liao, Chiou-Shann Fuh, Kensaku Mori, Weichung Wang, Holger R. Roth
2022	J	`jnl`	Lung infection and normal region segmentation from CT volumes of COVID-19 cases. CoRR Masahiro Oda, Yuichiro Hayashi, Yoshito Otake, Masahiro Hashimoto, Toshiaki Akashi, Kensaku Mori
2022	—	`conf`	Multi-class prediction for improving intestine segmentation on non-fecal-tagged CT volume. Computer-Aided Diagnosis Hirohisa Oda, Yuichiro Hayashi, Takayuki Kitasaka, Aitaro Takimoto, Akinari Hinoki, Hiroo Uchida, Kojiro Suzuki, Masahiro Oda, Kensaku Mori
2022	—	`conf`	Pattern Analysis of Substantia Nigra in Parkinson Disease by Fifth-Order Tensor Decomposition and Multi-sequence MRI. MMMI@MICCAI Hayato Itoh, Tao Hu, Masahiro Oda, Shinji Saiki, Koji Kamagata, Nobutaka Hattori, Shigeki Aoki, Kensaku Mori
2022	J	`jnl`	Positive-gradient-weighted object activation mapping: visual explanation of object detector towards precise colorectal-polyp localisation. Int. J. Comput. Assist. Radiol. Surg. Hayato Itoh, Masashi Misawa, Yuichi Mori, Shin-Ei Kudo, Masahiro Oda, Kensaku Mori
2022	—	`conf`	Real-time esophagus achalasia detection method for esophagoscopy assistance. Computer-Aided Diagnosis Kai Jiang, Masahiro Oda, Hironari Shiwaku, Masashi Misawa, Kensaku Mori
2022	J	`jnl`	Realistic Endoscopic Image Generation Method Using Virtual-to-real Image-domain Translation. CoRR Masahiro Oda, Kiyohito Tanaka, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Kensaku Mori
2022	—	`conf`	Self-supervised depth estimation with uncertainty-weight joint loss function based on laparoscopic videos. Image-Guided Procedures Wenda Li, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Kensaku Mori
2022	J	`jnl`	Semi-automated Virtual Unfolded View Generation Method of Stomach from CT Volumes. CoRR Masahiro Oda, Tomoaki Suito, Yuichiro Hayashi, Takayuki Kitasaka, Kazuhiro Furukawa, Ryoji Miyahara, Yoshiki Hirooka, Hidemi Goto, Gen Iinuma, Kazunari Misawa, Shigeru Nawano, Kensaku Mori
2022	B	`conf`	Size-reweighted cascaded fully convolutional network for substantia nigra segmentation from T2 MRI. Image Processing Tao Hu, Hayato Itoh, Masahiro Oda, Shinji Saiki, Nobutaka Hattori, Koji Kamagata, Shigeki Aoki, Kensaku Mori
2022	B	`conf`	Spatial label smoothing via aleatoric uncertainty for bleeding region segmentation from laparoscopic videos. Image Processing Jie Qiu, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Nobuyoshi Takeshita, Masaaki Ito, Kensaku Mori
2022	J	`jnl`	Spatially variant biases considered self-supervised depth estimation based on laparoscopic videos. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Wenda Li, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Kensaku Mori
2022	B	`conf`	Substantia nigra analysis by tensor decomposition of T2-weighted images for Parkinson's disease diagnosis. Image Processing Hayato Itoh, Masahiro Oda, Shinji Saiki, Nobutaka Hattori, Koji Kamagata, Shigeki Aoki, Kensaku Mori
2022	—	`conf`	Taking full advantage of uncertainty estimation: an uncertainty-assisted two-stage pipeline for multi-organ segmentation. Computer-Aided Diagnosis Zhou Zheng, Masahiro Oda, Kazunari Misawa, Kensaku Mori
2022	—	`conf`	TriMix: A General Framework for Medical Image Segmentation from Limited Supervision. ACCV (6) Zhou Zheng, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kensaku Mori
2022	J	`jnl`	Uncertainty meets 3D-spatial feature in colonoscopic polyp-size determination. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Hayato Itoh, Masahiro Oda, Kai Jiang, Yuichi Mori, Masashi Misawa, Shin-Ei Kudo, Kenichiro Imai, Sayo Ito, Kinichi Hotta, Kensaku Mori
2021	—	`conf`	Attention-Guided Pancreatic Duct Segmentation from Abdominal CT Volumes. CLIP/DCL/LL-COVID19/PPML@MICCAI Chen Shen, Holger R. Roth, Yuichiro Hayashi, Masahiro Oda, Tadaaki Miyamoto, Gen Sato, Kensaku Mori
2021	J	`jnl`	Binary polyp-size classification based on deep-learned spatial information. Int. J. Comput. Assist. Radiol. Surg. Hayato Itoh, Masahiro Oda, Kai Jiang, Yuichi Mori, Masashi Misawa, Shin-Ei Kudo, Kenichiro Imai, Sayo Ito, Kinichi Hotta, Kensaku Mori
2021	—	`conf`	Bronchial orifice segmentation on bronchoscopic video frames based on generative adversarial depth estimation. Image-Guided Procedures Cheng Wang, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Hirotoshi Honma, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Kensaku Mori
2021	—	`conf`	COVID-19 Infection Segmentation from Chest CT Images Based on Scale Uncertainty. CLIP/DCL/LL-COVID19/PPML@MICCAI Masahiro Oda, Tong Zheng, Yuichiro Hayashi, Yoshito Otake, Masahiro Hashimoto, Toshiaki Akashi, Shigeki Aoki, Kensaku Mori
2021	—	`conf`	Context encoder guided self-supervised siamese depth estimation based on stereo laparoscopic images. Image-Guided Procedures Wenda Li, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Kensaku Mori
2021	—	`conf`	Dense-layer-based YOLO-v3 for detection and localization of colon perforations. Computer-Aided Diagnosis Kai Jiang, Hayato Itoh, Masahiro Oda, Taishi Okumura, Yuichi Mori, Masashi Misawa, Takemasa Hayashi, Shin-Ei Kudo, Kensaku Mori
2021	J	`jnl`	Depth-based branching level estimation for bronchoscopic navigation. Int. J. Comput. Assist. Radiol. Surg. Cheng Wang, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Hirotsugu Takabatake, Masaki Mori, Hirotoshi Honma, Hiroshi Natori, Kensaku Mori
2021	—	`conf`	Extraction of lung and lesion regions from COVID-19 CT volumes using 3D fully convolutional networks. Computer-Aided Diagnosis Yuichiro Hayashi, Masahiro Oda, Chen Shen, Masahiro Hashimoto, Yoshito Otake, Toshiaki Akashi, Kensaku Mori
2021	—	`conf`	Extremely imbalanced subarachnoid hemorrhage detection based on DenseNet-LSTM network with class-balanced loss and transfer learning. Computer-Aided Diagnosis Zhongyang Lu, Masahiro Oda, Yuichiro Hayashi, Tao Hu, Hayato Itoh, Takeyuki Watadani, Osamu Abe, Masahiro Hashimoto, Masahiro Jinzaki, Kensaku Mori
2021	—	`conf`	Graph Cuts Loss to Boost Model Accuracy and Generalizability for Medical Image Segmentation. ICCVW Zhou Zheng, Masahiro Oda, Kensaku Mori
2021	—	`conf`	Intestinal region reconstruction of ileus cases from 3D CT images based on graphical representation and its visualization. Computer-Aided Diagnosis Hirohisa Oda, Yuichiro Hayashi, Takayuki Kitasaka, Yudai Tamada, Aitaro Takimoto, Akinari Hinoki, Hiroo Uchida, Kojiro Suzuki, Hayato Itoh, Masahiro Oda, Kensaku Mori
2021	—	`conf`	Intestine Segmentation with Small Computational Cost for Diagnosis Assistance of Ileus and Intestinal Obstruction. CLIP/DCL/LL-COVID19/PPML@MICCAI Hirohisa Oda, Yuichiro Hayashi, Takayuki Kitasaka, Aitaro Takimoto, Akinari Hinoki, Hiroo Uchida, Kojiro Suzuki, Masahiro Oda, Kensaku Mori
2021	—	`conf`	Lung infection and normal region segmentation from CT volumes of COVID-19 cases. Computer-Aided Diagnosis Masahiro Oda, Yuichiro Hayashi, Yoshito Otake, Masahiro Hashimoto, Toshiaki Akashi, Kensaku Mori
2021	—	`conf`	Multi-task Federated Learning for Heterogeneous Pancreas Segmentation. CLIP/DCL/LL-COVID19/PPML@MICCAI Chen Shen, Pochuan Wang, Holger R. Roth, Dong Yang, Daguang Xu, Masahiro Oda, Weichung Wang, Chiou-Shann Fuh, Po-Ting Chen, Kao-Lang Liu, Wei-Chih Liao, Kensaku Mori
2021	J	`jnl`	Multi-task Federated Learning for Heterogeneous Pancreas Segmentation. CoRR Chen Shen, Pochuan Wang, Holger R. Roth, Dong Yang, Daguang Xu, Masahiro Oda, Weichung Wang, Chiou-Shann Fuh, Po-Ting Chen, Kao-Lang Liu, Wei-Chih Liao, Kensaku Mori
2021	—	`conf`	Single-shot three-dimensional reconstruction for colonoscopic image analysis. Image-Guided Procedures Hayato Itoh, Masahiro Oda, Yuichi Mori, Masashi Misawa, Shin-Ei Kudo, Kinichi Hotta, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Kensaku Mori
2021	—	`conf`	Super-Resolution by Latent Space Exploration: Training with Poorly-Aligned Clinical and Micro CT Image Dataset. SASHIMI@MICCAI Tong Zheng, Hirohisa Oda, Yuichiro Hayashi, Shota Nakamura, Masahiro Oda, Kensaku Mori
2021	J	`jnl`	Synthetic laparoscopic video generation for machine learning-based surgical instrument segmentation from real laparoscopic video and virtual surgical instruments. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Takuya Ozawa, Yuichiro Hayashi, Hirohisa Oda, Masahiro Oda, Takayuki Kitasaka, Nobuyoshi Takeshita, Masaaki Ito, Kensaku Mori
2021	J	`jnl`	Unsupervised colonoscopic depth estimation by domain translations with a Lambertian-reflection keeping auxiliary task. Int. J. Comput. Assist. Radiol. Surg. Hayato Itoh, Masahiro Oda, Yuichi Mori, Masashi Misawa, Shin-Ei Kudo, Kenichiro Imai, Sayo Ito, Kinichi Hotta, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Kensaku Mori
2021	B	`conf`	Unsupervised segmentation of COVID-19 infected lung clinical CT volumes using image inpainting and representation learning. Image Processing Tong Zheng, Masahiro Oda, Chenglong Wang, Takayasu Moriya, Yuichiro Hayashi, Yoshito Otake, Masahiro Hashimoto, Toshiaki Akashi, Masaki Mori, Hirotsugu Takabatake, Hiroshi Natori, Kensaku Mori
2020	J	`jnl`	A visual SLAM-based bronchoscope tracking scheme for bronchoscopic navigation. Int. J. Comput. Assist. Radiol. Surg. Cheng Wang, Masahiro Oda, Yuichiro Hayashi, Benjamin Villard, Takayuki Kitasaka, Hirotsugu Takabatake, Masaki Mori, Hirotoshi Honma, Hiroshi Natori, Kensaku Mori
2020	—	`conf`	Automated Pancreas Segmentation Using Multi-institutional Collaborative Deep Learning. DART/DCL@MICCAI Pochuan Wang, Chen Shen, Holger R. Roth, Dong Yang, Daguang Xu, Masahiro Oda, Kazunari Misawa, Po-Ting Chen, Kao-Lang Liu, Wei-Chih Liao, Weichung Wang, Kensaku Mori
2020	J	`jnl`	Automated Pancreas Segmentation Using Multi-institutional Collaborative Deep Learning. CoRR Pochuan Wang, Chen Shen, Holger R. Roth, Dong Yang, Daguang Xu, Masahiro Oda, Kazunari Misawa, Po-Ting Chen, Kao-Lang Liu, Wei-Chih Liao, Weichung Wang, Kensaku Mori
2020	—	`conf`	Automated eye disease classification method from anterior eye image using anatomical structure focused image classification technique. Computer-Aided Diagnosis Masahiro Oda, Takefumi Yamaguchi, Hideki Fukuoka, Yuta Ueno, Kensaku Mori
2020	J	`jnl`	Automated eye disease classification method from anterior eye image using anatomical structure focused image classification technique. CoRR Masahiro Oda, Takefumi Yamaguchi, Hideki Fukuoka, Yuta Ueno, Kensaku Mori
2020	J	`jnl`	Colon Shape Estimation Method for Colonoscope Tracking using Recurrent Neural Networks. CoRR Masahiro Oda, Holger R. Roth, Takayuki Kitasaka, Kazuhiro Furukawa, Ryoji Miyahara, Yoshiki Hirooka, Hidemi Goto, Nassir Navab, Kensaku Mori
2020	J	`jnl`	Colonoscope tracking method based on shape estimation network. CoRR Masahiro Oda, Holger R. Roth, Takayuki Kitasaka, Kazuhiro Furukawa, Ryoji Miyahara, Yoshiki Hirooka, Nassir Navab, Kensaku Mori
2020	—	`conf`	Improved visual SLAM for bronchoscope tracking and registration with pre-operative CT images. Image-Guided Procedures Cheng Wang, Masahiro Oda, Yuichiro Hayashi, Takayuki Kitasaka, Hirotoshi Honma, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Kensaku Mori
2020	J	`jnl`	Micro CT Image-Assisted Cross Modality Super-Resolution of Clinical CT Images Utilizing Synthesized Training Dataset. CoRR Tong Zheng, Hirohisa Oda, Masahiro Oda, Shota Nakamura, Masaki Mori, Hirotsugu Takabatake, Hiroshi Natori, Kensaku Mori
2020	B	`conf`	Multi-modality super-resolution loss for GAN-based super-resolution of clinical CT images using micro CT image database. Image Processing Tong Zheng, Hirohisa Oda, Takayasu Moriya, Takaaki Sugino, Shota Nakamura, Masahiro Oda, Masaki Mori, Hirotsugu Takabatake, Hiroshi Natori, Kensaku Mori
2020	J	`jnl`	Organ Segmentation From Full-size CT Images Using Memory-Efficient FCN. CoRR Chenglong Wang, Masahiro Oda, Kensaku Mori
2020	—	`conf`	Organ segmentation from full-size CT images using memory-efficient FCN. Computer-Aided Diagnosis Chenglong Wang, Masahiro Oda, Kensaku Mori
2020	J	`jnl`	Regression Forest-Based Atlas Localization and Direction Specific Atlas Generation for Pancreas Segmentation. CoRR Masahiro Oda, Natsuki Shimizu, Kenichi Karasawa, Yukitaka Nimura, Takayuki Kitasaka, Kazunari Misawa, Michitaka Fujiwara, Daniel Rueckert, Kensaku Mori
2020	J	`jnl`	Robust endocytoscopic image classification based on higher-order symmetric tensor analysis and multi-scale topological statistics. Int. J. Comput. Assist. Radiol. Surg. Hayato Itoh, Yukitaka Nimura, Yuichi Mori, Masashi Misawa, Shin-Ei Kudo, Kinichi Hotta, Kazuo Ohtsuka, Shoichi Saito, Yutaka Saito, Hiroaki Ikematsu, Yuichiro Hayashi, Masahiro Oda, Kensaku Mori
2020	B	`conf`	Spatial information-embedded fully convolutional networks for multi-organ segmentation with improved data augmentation and instance normalization. Image Processing Chen Shen, Chenglong Wang, Holger R. Roth, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori
2020	J	`jnl`	Super-resolution of clinical CT volumes with modified CycleGAN using micro CT volumes. CoRR Tong Zheng, Hirohisa Oda, Takayasu Moriya, Takaaki Sugino, Shota Nakamura, Masahiro Oda, Masaki Mori, Hirotsugu Takabatake, Hiroshi Natori, Kensaku Mori
2020	J	`jnl`	Tensor-cut: A tensor-based graph-cut blood vessel segmentation method and its application to renal artery segmentation. Medical Image Anal. Chenglong Wang, Masahiro Oda, Yuichiro Hayashi, Yasushi Yoshino, Tokunori Yamamoto, Alejandro F. Frangi, Kensaku Mori
2020	—	`conf`	Usefulness of fine-tuning for deep learning based multi-organ regions segmentation method from non-contrast CT volumes using small training dataset. Computer-Aided Diagnosis Yuichiro Hayashi, Chen Shen, Holger R. Roth, Masahiro Oda, Kazunari Misawa, Masahiro Jinzaki, Masahiro Hashimoto, Kanako K. Kumamaru, Shigeki Aoki, Kensaku Mori
2020	—	`conf`	Visualising decision-reasoning regions in computer-aided pathological pattern diagnosis of endoscytoscopic images based on CNN weights analysis. Computer-Aided Diagnosis Hayato Itoh, Zhongyang Lu, Yuichi Mori, Masashi Misawa, Masahiro Oda, Shin-Ei Kudo, Kensaku Mori
2020	—	`conf`	Visualizing intestines for diagnostic assistance of ileus based on intestinal region segmentation from 3D CT images. Computer-Aided Diagnosis Hirohisa Oda, Kohei Nishio, Takayuki Kitasaka, Hizuru Amano, Aitaro Takimoto, Hiroo Uchida, Kojiro Suzuki, Hayato Itoh, Masahiro Oda, Kensaku Mori
2020	J	`jnl`	Visualizing intestines for diagnostic assistance of ileus based on intestinal region segmentation from 3D CT images. CoRR Hirohisa Oda, Kohei Nishio, Takayuki Kitasaka, Hizuru Amano, Aitaro Takimoto, Hiroo Uchida, Kojiro Suzuki, Hayato Itoh, Masahiro Oda, Kensaku Mori
2019	J	`jnl`	Abdominal artery segmentation method from CT volumes using fully convolutional neural network. Int. J. Comput. Assist. Radiol. Surg. Masahiro Oda, Holger R. Roth, Takayuki Kitasaka, Kazunari Misawa, Michitaka Fujiwara, Kensaku Mori
2019	—	`conf`	Colonoscope tracking method based on shape estimation network. Image-Guided Procedures Masahiro Oda, Holger R. Roth, Takayuki Kitasaka, Kazuhiro Furukawa, Ryoji Miyahara, Yoshiki Hirooka, Nassir Navab, Kensaku Mori
2019	B	`conf`	Improving V-Nets for multi-class abdominal organ segmentation. Image Processing Chen Shen, Fausto Milletari, Holger R. Roth, Hirohisa Oda, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori
2019	J	`jnl`	Multi-modality super-resolution loss for GAN-based super-resolution of clinical CT images using micro CT image database. CoRR Tong Zheng, Hirohisa Oda, Takayasu Moriya, Shota Nakamura, Masahiro Oda, Masaki Mori, Hirotsugu Takabatake, Hiroshi Natori, Kensaku Mori
2019	—	`conf`	Polyp-size classification with RGB-D features for colonoscopy. Computer-Aided Diagnosis Hayato Itoh, Holger R. Roth, Yuichi Mori, Masashi Misawa, Masahiro Oda, Shin-Ei Kudo, Kensaku Mori
2019	J	`jnl`	Precise Estimation of Renal Vascular Dominant Regions Using Spatially Aware Fully Convolutional Networks, Tensor-Cut and Voronoi Diagrams. CoRR Chenglong Wang, Holger R. Roth, Takayuki Kitasaka, Masahiro Oda, Yuichiro Hayashi, Yasushi Yoshino, Tokunori Yamamoto, Naoto Sassa, Momokazu Goto, Kensaku Mori
2019	J	`jnl`	Precise estimation of renal vascular dominant regions using spatially aware fully convolutional networks, tensor-cut and Voronoi diagrams. Comput. Medical Imaging Graph. Chenglong Wang, Holger R. Roth, Takayuki Kitasaka, Masahiro Oda, Yuichiro Hayashi, Yasushi Yoshino, Tokunori Yamamoto, Naoto Sassa, Momokazu Goto, Kensaku Mori
2019	—	`conf`	Scanning, registration, and fiber estimation of rabbit hearts using micro-focus and refraction-contrast x-ray CT. Biomedical Applications in Molecular, Structural, and Functional Imaging Hirohisa Oda, Holger R. Roth, Takaaki Sugino, Naoki Sunaguchi, Noriko Usami, Masahiro Oda, Daisuke Shimao, Shu Ichihara, Tetsuya Yuasa, Masami Ando, Toshiaki Akita, Yuji Narita, Kensaku Mori
2019	—	`conf`	Spaciousness Filters for Non-contrast CT Volume Segmentation of the Intestine Region for Emergency Ileus Diagnosis. UNSURE/CLIP@MICCAI Hirohisa Oda, Kohei Nishio, Takayuki Kitasaka, Benjamin Villard, Hizuru Amano, Kosuke Chiba, Akinari Hinoki, Hiroo Uchida, Kojiro Suzuki, Hayato Itoh, Masahiro Oda, Kensaku Mori
2019	—	`conf`	Tubular Structure Segmentation Using Spatial Fully Connected Network with Radial Distance Loss for 3D Medical Images. MICCAI (6) Chenglong Wang, Yuichiro Hayashi, Masahiro Oda, Hayato Itoh, Takayuki Kitasaka, Alejandro F. Frangi, Kensaku Mori
2019	—	`conf`	Unsupervised Segmentation of Micro-CT Images of Lung Cancer Specimen Using Deep Generative Models. MICCAI (6) Takayasu Moriya, Hirohisa Oda, Midori Mitarai, Shota Nakamura, Holger R. Roth, Masahiro Oda, Kensaku Mori
2019	—	`conf`	Unsupervised segmentation of micro-CT images based on a hybrid of variational inference and adversarial learning. Biomedical Applications in Molecular, Structural, and Functional Imaging Takayasu Moriya, Holger R. Roth, Shota Nakamura, Hirohisa Oda, Masahiro Oda, Kensaku Mori
2019	—	`conf`	Visual SLAM for bronchoscope tracking and bronchus reconstruction in bronchoscopic navigation. Image-Guided Procedures Cheng Wang, Masahiro Oda, Yuichiro Hayashi, Takayuki Kitasaka, Hirotoshi Honma, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Kensaku Mori
2019	—	`conf`	Weakly-supervised deep learning of interstitial lung disease types on CT images. Computer-Aided Diagnosis Chenglong Wang, Takayasu Moriya, Yuichiro Hayashi, Holger Roth, Le Lu, Masahiro Oda, Hirotugu Ohkubo, Kensaku Mori
2018	J	`jnl`	3D FCN Feature Driven Regression Forest-Based Pancreas Localization and Segmentation. CoRR Masahiro Oda, Natsuki Shimizu, Holger R. Roth, Kenichi Karasawa, Takayuki Kitasaka, Kazunari Misawa, Michitaka Fujiwara, Daniel Rueckert, Kensaku Mori
2018	—	`conf`	A Multi-scale Pyramid of 3D Fully Convolutional Networks for Abdominal Multi-organ Segmentation. MICCAI (4) Holger R. Roth, Chen Shen, Hirohisa Oda, Takaaki Sugino, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori
2018	J	`jnl`	A multi-scale pyramid of 3D fully convolutional networks for abdominal multi-organ segmentation. CoRR Holger R. Roth, Chen Shen, Hirohisa Oda, Takaaki Sugino, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori
2018	J	`jnl`	An application of cascaded 3D fully convolutional networks for medical image segmentation. Comput. Medical Imaging Graph. Holger R. Roth, Hirohisa Oda, Xiangrong Zhou, Natsuki Shimizu, Ying Yang, Yuichiro Hayashi, Masahiro Oda, Michitaka Fujiwara, Kazunari Misawa, Kensaku Mori
2018	J	`jnl`	An application of cascaded 3D fully convolutional networks for medical image segmentation. CoRR Holger R. Roth, Hirohisa Oda, Xiangrong Zhou, Natsuki Shimizu, Ying Yang, Yuichiro Hayashi, Masahiro Oda, Michitaka Fujiwara, Kazunari Misawa, Kensaku Mori
2018	—	`conf`	Automatic segmentation of eyeball structures from micro-CT images based on sparse annotation. Biomedical Applications in Molecular, Structural, and Functional Imaging Takaaki Sugino, Holger R. Roth, Masahiro Oda, Seiji Omata, Shinya Sakuma, Fumihito Arai, Kensaku Mori
2018	—	`conf`	BESNet: Boundary-Enhanced Segmentation of Cells in Histopathological Images. MICCAI (2) Hirohisa Oda, Holger R. Roth, Kosuke Chiba, Jure Sokolic, Takayuki Kitasaka, Masahiro Oda, Akinari Hinoki, Hiroo Uchida, Julia A. Schnabel, Kensaku Mori
2018	—	`conf`	Cascade classification of endocytoscopic images of colorectal lesions for automated pathological diagnosis. Computer-Aided Diagnosis Hayato Itoh, Yuichi Mori, Masashi Misawa, Masahiro Oda, Shin-Ei Kudo, Kensaku Mori
2018	—	`conf`	Colon Shape Estimation Method for Colonoscope Tracking Using Recurrent Neural Networks. MICCAI (4) Masahiro Oda, Holger R. Roth, Takayuki Kitasaka, Kazuhiro Furukawa, Ryoji Miyahara, Yoshiki Hirooka, Hidemi Goto, Nassir Navab, Kensaku Mori
2018	J	`jnl`	Deep learning and its application to medical image segmentation. CoRR Holger R. Roth, Chen Shen, Hirohisa Oda, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori
2018	—	`conf`	Dense volumetric detection and segmentation of mediastinal lymph nodes in chest CT images. Computer-Aided Diagnosis Hirohisa Oda, Holger R. Roth, Kanwal K. Bhatia, Masahiro Oda, Takayuki Kitasaka, Shingo Iwano, Hirotoshi Honma, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Julia A. Schnabel, Kensaku Mori
2018	—	`conf`	Discriminative Feature Selection by Optimal Manifold Search for Neoplastic Image Recognition. ECCV Workshops (4) Hayato Itoh, Yuichi Mori, Masashi Misawa, Masahiro Oda, Shin-Ei Kudo, Kensaku Mori
2018	B	`conf`	Fine segmentation of tiny blood vessel based on fully-connected conditional random field. Image Processing Chenglong Wang, Masahiro Oda, Yasushi Yoshino, Tokunori Yamamoto, Kensaku Mori
2018	—	`conf`	Fully Convolutional Network-Based Eyeball Segmentation from Sparse Annotation for Eye Surgery Simulation Model. POCUS/BIVPCS/CuRIOUS/CPM@MICCAI Takaaki Sugino, Holger R. Roth, Masahiro Oda, Kensaku Mori
2018	—	`conf`	Machine learning-based colon deformation estimation method for colonoscope tracking. Image-Guided Procedures Masahiro Oda, Takayuki Kitasaka, Kazuhiro Furukawa, Ryoji Miyahara, Yoshiki Hirooka, Hidemi Goto, Nassir Navab, Kensaku Mori
2018	J	`jnl`	Machine learning-based colon deformation estimation method for colonoscope tracking. CoRR Masahiro Oda, Takayuki Kitasaka, Kazuhiro Furukawa, Ryoji Miyahara, Yoshiki Hirooka, Hidemi Goto, Nassir Navab, Kensaku Mori
2018	J	`jnl`	On the influence of Dice loss function in multi-class organ segmentation of abdominal CT using 3D fully convolutional networks. CoRR Chen Shen, Holger R. Roth, Hirohisa Oda, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori
2018	—	`conf`	Towards Automated Colonoscopy Diagnosis: Binary Polyp Size Estimation via Unsupervised Depth Learning. MICCAI (2) Hayato Itoh, Holger R. Roth, Le Lu, Masahiro Oda, Masashi Misawa, Yuichi Mori, Shin-Ei Kudo, Kensaku Mori
2018	B	`conf`	Towards dense volumetric pancreas segmentation in CT using 3D fully convolutional networks. Image Processing Holger Roth, Masahiro Oda, Natsuki Shimizu, Hirohisa Oda, Yuichiro Hayashi, Takayuki Kitasaka, Michitaka Fujiwara, Kazunari Misawa, Kensaku Mori
2018	J	`jnl`	Unsupervised Pathology Image Segmentation Using Representation Learning with Spherical K-means. CoRR Takayasu Moriya, Holger R. Roth, Shota Nakamura, Hirohisa Oda, Kai Nagara, Masahiro Oda, Kensaku Mori
2018	J	`jnl`	Unsupervised Segmentation of 3D Medical Images Based on Clustering and Deep Representation Learning. CoRR Takayasu Moriya, Holger R. Roth, Shota Nakamura, Hirohisa Oda, Kai Nagara, Masahiro Oda, Kensaku Mori
2018	—	`conf`	Unsupervised pathology image segmentation using representation learning with spherical k-means. Digital Pathology Takayasu Moriya, Holger R. Roth, Shota Nakamura, Hirohisa Oda, Kai Nagara, Masahiro Oda, Kensaku Mori
2018	—	`conf`	Unsupervised segmentation of 3D medical images based on clustering and deep representation learning. Biomedical Applications in Molecular, Structural, and Functional Imaging Takayasu Moriya, Holger R. Roth, Shota Nakamura, Hirohisa Oda, Kai Nagara, Masahiro Oda, Kensaku Mori
2017	—	`conf`	3D FCN Feature Driven Regression Forest-Based Pancreas Localization and Segmentation. DLMIA/ML-CDS@MICCAI Masahiro Oda, Natsuki Shimizu, Holger R. Roth, Kenichi Karasawa, Takayuki Kitasaka, Kazunari Misawa, Michitaka Fujiwara, Daniel Rueckert, Kensaku Mori
2017	J	`jnl`	Accuracy of computer-aided diagnosis based on narrow-band imaging endocytoscopy for diagnosing colorectal lesions: comparison with experts. Int. J. Comput. Assist. Radiol. Surg. Masashi Misawa, Shin-Ei Kudo, Yuichi Mori, Kenichi Takeda, Yasuharu Maeda, Shinichi Kataoka, Hiroki Nakamura, Toyoki Kudo, Kunihiko Wakamura, Takemasa Hayashi, Atsushi Katagiri, Toshiyuki Baba, Fumio Ishida, Haruhiro Inoue, Yukitaka Nimura, Masahiro Oda, Kensaku Mori
2017	—	`conf`	Airway extraction from 3D chest CT volumes based on iterative extension of VOI enhanced by cavity enhancement filter. Computer-Aided Diagnosis Qier Meng, Takayuki Kitasaka, Masahiro Oda, Kensaku Mori
2017	J	`jnl`	Airway segmentation from 3D chest CT volumes based on volume of interest using gradient vector flow. CoRR Qier Meng, Takayuki Kitasaka, Masahiro Oda, Junji Ueno, Kensaku Mori
2017	J	`jnl`	Automatic anatomical labeling of arteries and veins using conditional random fields. Int. J. Comput. Assist. Radiol. Surg. Takayuki Kitasaka, Mitsuru Kagajo, Yukitaka Nimura, Yuichiro Hayashi, Masahiro Oda, Kazunari Misawa, Kensaku Mori
2017	J	`jnl`	Automatic segmentation of airway tree based on local intensity filter and machine learning technique in 3D chest CT volume. Int. J. Comput. Assist. Radiol. Surg. Qier Meng, Takayuki Kitasaka, Yukitaka Nimura, Masahiro Oda, Junji Ueno, Kensaku Mori
2017	—	`conf`	Automatic segmentation of head anatomical structures from sparsely-annotated images. CBS Takaaki Sugino, Holger R. Roth, Mohammad Eshghi, Masahiro Oda, Min Suk Chung, Kensaku Mori
2017	J	`jnl`	Comparison of the Deep-Learning-Based Automated Segmentation Methods for the Head Sectioned Images of the Virtual Korean Human Project. CoRR Mohammad Eshghi, Holger R. Roth, Masahiro Oda, Min Suk Chung, Kensaku Mori
2017	Misc	`conf`	Comparison of the deep-learning-based automated segmentation methods for the head sectioned images of the virtual Korean human project. MVA Mohammad Eshghi, Holger R. Roth, Masahiro Oda, Min Suk Chung, Kensaku Mori
2017	—	`conf`	Extracellular matrix directions estimation of the heart on micro-focus x-ray CT volumes. Biomedical Applications in Molecular, Structural, and Functional Imaging Hirohisa Oda, Masahiro Oda, Takayuki Kitasaka, Toshiaki Akita, Kensaku Mori
2017	—	`conf`	Extraction of membrane structure in eyeball from MR volumes. Biomedical Applications in Molecular, Structural, and Functional Imaging Masahiro Oda, Taichi Kin, Kensaku Mori
2017	—	`conf`	Hessian-assisted supervoxel: structure-oriented voxel clustering and application to mediastinal lymph node detection from CT volumes. Computer-Aided Diagnosis Hirohisa Oda, Kanwal K. Bhatia, Masahiro Oda, Takayuki Kitasaka, Shingo Iwano, Hirotoshi Honma, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Julia A. Schnabel, Kensaku Mori
2017	J	`jnl`	Hierarchical 3D fully convolutional networks for multi-organ segmentation. CoRR Holger R. Roth, Hirohisa Oda, Yuichiro Hayashi, Masahiro Oda, Natsuki Shimizu, Michitaka Fujiwara, Kazunari Misawa, Kensaku Mori
2017	B	`conf`	Influence of using 3D images and 3D-printed objects on spatial reasoning of experts and novices. CogSci Akihiro Maehigashi, Kazuhisa Miwa, Masahiro Oda, Yoshihiko Nakamura, Kensaku Mori, Tsuyoshi Igami
2017	—	`conf`	Micro-CT Guided 3D Reconstruction of Histological Images. Patch-MI@MICCAI Kai Nagara, Holger R. Roth, Shota Nakamura, Hirohisa Oda, Takayasu Moriya, Masahiro Oda, Kensaku Mori
2017	—	`conf`	Motion Vector for Outlier Elimination in Feature Matching and Its Application in SLAM Based Laparoscopic Tracking. CARE/CLIP@MICCAI Cheng Wang, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Holger Roth, Kensaku Mori
2017	J	`jnl`	Multi-atlas pancreas segmentation: Atlas selection based on vessel structure. Medical Image Anal. Kenichi Karasawa, Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Michitaka Fujiwara, Chengwen Chu, Guoyan Zheng, Daniel Rueckert, Kensaku Mori
2017	J	`jnl`	Multi-scale Image Fusion Between Pre-operative Clinical CT and X-ray Microtomography of Lung Pathology. CoRR Holger R. Roth, Kai Nagara, Hirohisa Oda, Masahiro Oda, Tomoshi Sugiyama, Shota Nakamura, Kensaku Mori
2017	J	`jnl`	Robust colonoscope tracking method for colon deformations utilizing coarse-to-fine correspondence findings. Int. J. Comput. Assist. Radiol. Surg. Masahiro Oda, Hiroaki Kondo, Takayuki Kitasaka, Kazuhiro Furukawa, Ryoji Miyahara, Yoshiki Hirooka, Hidemi Goto, Nassir Navab, Kensaku Mori
2017	—	`conf`	TBS: Tensor-Based Supervoxels for Unfolding the Heart. MICCAI (1) Hirohisa Oda, Holger R. Roth, Kanwal K. Bhatia, Masahiro Oda, Takayuki Kitasaka, Toshiaki Akita, Julia A. Schnabel, Kensaku Mori
2017	J	`jnl`	Towards dense volumetric pancreas segmentation in CT using 3D fully convolutional networks. CoRR Holger Roth, Masahiro Oda, Natsuki Shimizu, Hirohisa Oda, Yuichiro Hayashi, Takayuki Kitasaka, Michitaka Fujiwara, Kazunari Misawa, Kensaku Mori
2017	—	`conf`	Tracking and Segmentation of the Airways in Chest CT Using a Fully Convolutional Network. MICCAI (2) Qier Meng, Holger R. Roth, Takayuki Kitasaka, Masahiro Oda, Junji Ueno, Kensaku Mori
2016	B	`conf`	Accurate airway segmentation based on intensity structure analysis and graph-cut. Image Processing Qier Meng, Takayuki Kitasaka, Yukitaka Nimura, Masahiro Oda, Kensaku Mori
2016	—	`conf`	Cascade Registration of Micro CT Volumes Taken in Multiple Resolutions. MIAR Kai Nagara, Hirohisa Oda, Shota Nakamura, Masahiro Oda, Hirotoshi Honma, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Daniel Rueckert, Kensaku Mori
2016	J	`jnl`	Clinical application of a surgical navigation system based on virtual laparoscopy in laparoscopic gastrectomy for gastric cancer. Int. J. Comput. Assist. Radiol. Surg. Yuichiro Hayashi, Kazunari Misawa, Masahiro Oda, David J. Hawkes, Kensaku Mori
2016	—	`conf`	Ensemble lymph node detection from CT volumes combining local intensity structure analysis approach and appearance learning approach. Computer-Aided Diagnosis Yoshihiko Nakamura, Yukitaka Nimura, Masahiro Oda, Takayuki Kitasaka, Kazuhiro Furukawa, Hidemi Goto, Michitaka Fujiwara, Kazunari Misawa, Kensaku Mori
2016	B	`conf`	Influence of 3D images and 3D-printed objects on spatial reasoning. CogSci Akihiro Maehigashi, Kazuhisa Miwa, Masahiro Oda, Yoshihiko Nakamura, Kensaku Mori, Tsuyoshi Igami
2016	—	`conf`	Intensity targeted radial structure tensor analysis and its application for automated mediastinal lymph node detection from CT volumes. Computer-Aided Diagnosis Hirohisa Oda, Yukitaka Nimura, Masahiro Oda, Takayuki Kitasaka, Shingo Iwano, Hirotoshi Honma, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Kensaku Mori
2016	—	`conf`	Position-based adjustment of landmark-based correspondence finding in electromagnetic sensor-based colonoscope tracking method. Image-Guided Procedures Masahiro Oda, Hiroaki Kondo, Takayuki Kitasaka, Kazuhiro Furukawa, Ryoji Miyahara, Yoshiki Hirooka, Hidemi Goto, Nassir Navab, Kensaku Mori
2016	B	`conf`	Precise renal artery segmentation for estimation of renal vascular dominant regions. Image Processing Chenglong Wang, Mitsuru Kagajo, Yoshihiko Nakamura, Masahiro Oda, Yasushi Yoshino, Tokunori Yamamoto, Kensaku Mori
2016	—	`conf`	Regression Forest-Based Atlas Localization and Direction Specific Atlas Generation for Pancreas Segmentation. MICCAI (2) Masahiro Oda, Natsuki Shimizu, Kenichi Karasawa, Yukitaka Nimura, Takayuki Kitasaka, Kazunari Misawa, Michitaka Fujiwara, Daniel Rueckert, Kensaku Mori
2016	—	`conf`	Tensor-Based Graph-Cut in Riemannian Metric Space and Its Application to Renal Artery Segmentation. MICCAI (3) Chenglong Wang, Masahiro Oda, Yuichiro Hayashi, Yasushi Yoshino, Tokunori Yamamoto, Alejandro F. Frangi, Kensaku Mori
2015	—	`conf`	A study on improvement of airway segmentation using Hybrid method. ACPR Meng Qier, Takayuki Kitasaka, Yukitaka Nimura, Masahiro Oda, Kensaku Mori
2015	J	`jnl`	Automated anatomical labeling of abdominal arteries and hepatic portal system extracted from abdominal CT volumes. Medical Image Anal. Tetsuro Matsuzaki, Masahiro Oda, Takayuki Kitasaka, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori
2015	—	`conf`	Automated branching pattern report generation for laparoscopic surgery assistance. Computer-Aided Diagnosis Masahiro Oda, Tetsuro Matsuzaki, Yuichiro Hayashi, Takayuki Kitasaka, Kazunari Misawa, Kensaku Mori
2015	—	`conf`	Connection method of separated luminal regions of intestine from CT volumes. Computer-Aided Diagnosis Masahiro Oda, Takayuki Kitasaka, Kazuhiro Furukawa, Osamu Watanabe, Takafumi Ando, Yoshiki Hirooka, Hidemi Goto, Kensaku Mori
2015	B	`conf`	Pancreas segmentation from 3D abdominal CT images using patient-specific weighted subspatial probabilistic atlases. Image Processing Kenichi Karasawa, Masahiro Oda, Yuichiro Hayashi, Yukitaka Nimura, Takayuki Kitasaka, Kazunari Misawa, Michitaka Fujiwara, Daniel Rueckert, Kensaku Mori
2015	—	`conf`	Structure Specific Atlas Generation and Its Application to Pancreas Segmentation from Contrasted Abdominal CT Volumes. MCV@MICCAI Kenichi Karasawa, Takayuki Kitasaka, Masahiro Oda, Yukitaka Nimura, Yuichiro Hayashi, Michitaka Fujiwara, Kazunari Misawa, Daniel Rueckert, Kensaku Mori
2015	—	`conf`	Tracking Accuracy Evaluation of Electromagnetic Sensor-Based Colonoscope Tracking Method. CARE@MICCAI Masahiro Oda, Hiroaki Kondo, Takayuki Kitasaka, Kazuhiro Furukawa, Ryoji Miyahara, Yoshiki Hirooka, Hidemi Goto, Nassir Navab, Kensaku Mori
2014	—	`conf`	Colonoscope navigation system using colonoscope tracking method based on line registration. Image-Guided Procedures Masahiro Oda, Hiroaki Kondo, Takayuki Kitasaka, Kazuhiro Furukawa, Ryoji Miyahara, Yoshiki Hirooka, Hidemi Goto, Nassir Navab, Kensaku Mori
2014	B	`conf`	Development of automated extraction method of biliary tract from abdominal CT volumes based on local intensity structure analysis. Image Processing Kusuto Koga, Yuichiro Hayashi, Tomoaki Hirose, Masahiro Oda, Takayuki Kitasaka, Tsuyoshi Igami, Masato Nagino, Kensaku Mori
2013	B	`conf`	A method for automated anatomical labeling of abdominal veins extracted from 3D CT images. Image Processing Tetsuro Matsuzaki, Masahiro Oda, Takayuki Kitasaka, Yuichiro Hayashi, Kazunaru Misawa, Kensaku Mori
2013	J	`jnl`	Automated Ulcer Detection Method from CT Images for Computer Aided Diagnosis of Crohn's Disease. IEICE Trans. Inf. Syst. Masahiro Oda, Takayuki Kitasaka, Kazuhiro Furukawa, Osamu Watanabe, Takafumi Ando, Hidemi Goto, Kensaku Mori
2013	—	`conf`	Multi-organ Segmentation Based on Spatially-Divided Probabilistic Atlas from 3D Abdominal CT Images. MICCAI (2) Chengwen Chu, Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Michitaka Fujiwara, Yuichiro Hayashi, Yukitaka Nimura, Daniel Rueckert, Kensaku Mori
2013	B	`conf`	Multi-organ segmentation from 3D abdominal CT images using patient-specific weighted-probabilistic atlas. Image Processing Chengwen Chu, Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Michitaka Fujiwara, Yuichiro Hayashi, Robin Wolz, Daniel Rueckert, Kensaku Mori
2013	—	`conf`	Semi-automated Virtual Unfolded View Generation Method of Stomach from CT Volumes. MICCAI (1) Masahiro Oda, Tomoaki Suito, Yuichiro Hayashi, Takayuki Kitasaka, Kazuhiro Furukawa, Ryoji Miyahara, Yoshiki Hirooka, Hidemi Goto, Gen Iinuma, Kazunari Misawa, Shigeru Nawano, Kensaku Mori
2013	—	`conf`	Supine and prone registration of the colon for CT colonography based on dynamic programming technique. Computer-Aided Diagnosis Masahiro Oda, Eiichiro Fukano, Takayuki Kitasaka, Tetsuji Takayama, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Shigeru Nawano, Kensaku Mori
2012	—	`conf`	Automated Detection of Mediastinal Lymph Nodes for Assistance of Transbronchial Needle Aspiration. AE-CAI Takayuki Kitasaka, Mitsuhiro Kishimoto, Masahiro Oda, Shingo Iwano, Kensaku Mori
2012	B	`conf`	Automated anatomical labeling method for abdominal arteries extracted from 3D abdominal CT images. Image Processing Masahiro Oda, Bui Huy Hoang, Takayuki Kitasaka, Kazunari Misawa, Michitaka Fujiwara, Kensaku Mori
2012	—	`conf`	Automated incision line determination for virtual unfolded view generation of the stomach from 3D abdominal CT images. Computer-Aided Diagnosis Tomoaki Suito, Masahiro Oda, Takayuki Kitasaka, Gen Iinuma, Kazunari Misawa, Shigeru Nawano, Kensaku Mori
2012	—	`conf`	Evaluation of deformation accuracy of a virtual pneumoperitoneum method based on clinical trials for patient-specific laparoscopic surgery simulator. Image-Guided Procedures Masahiro Oda, Jia Di Qu, Yukitaka Nimura, Takayuki Kitasaka, Kazunari Misawa, Kensaku Mori
2012	—	`conf`	Method for Detecting Enlarged Lymph Nodes from 3D Abdominal CT Images with a Multi-shape and Multi-scale Ellipsoidal Structure Detection Filter. Abdominal Imaging Masahiro Oda, Takayuki Kitasaka, Michitaka Fujiwara, Kazunari Misawa, Kensaku Mori
2011	B	`conf`	A study on automated anatomical labeling to arteries concerning with colon from 3D abdominal CT images. Image Processing Bui Huy Hoang, Masahiro Oda, Zhengang Jiang, Takayuki Kitasaka, Kazunari Misawa, Michitaka Fujiwara, Kensaku Mori
2011	—	`conf`	Detection of longitudinal ulcer using roughness value for computer aided diagnosis of Crohn's disease. Computer-Aided Diagnosis Masahiro Oda, Takayuki Kitasaka, Kazuhiro Furukawa, Osamu Watanabe, Takafumi Ando, Hidemi Goto, Kensaku Mori
2011	—	`conf`	Organ Segmentation from 3D Abdominal CT Images Based on Atlas Selection and Graph Cut. Abdominal Imaging Masahiro Oda, Teruhisa Nakaoka, Takayuki Kitasaka, Kazuhiro Furukawa, Kazunari Misawa, Michitaka Fujiwara, Kensaku Mori
2010	—	`conf`	Automated Nomenclature of Upper Abdominal Arteries for Displaying Anatomical Names on Virtual Laparoscopic Images. MIAR Kensaku Mori, Masahiro Oda, Tomohiko Egusa, Zhengang Jiang, Takayuki Kitasaka, Michitaka Fujiwara, Kazunari Misawa
2010	—	`conf`	Development of CAD prototype system for Crohn's disease. Computer-Aided Diagnosis Masahiro Oda, Takayuki Kitasaka, Kazuhiro Furukawa, Osamu Watanabe, Takafumi Ando, Hidemi Goto, Kensaku Mori
2010	—	`conf`	Haustral fold registration in CT colonography and its application to registration of virtual stretched view of the colon. Computer-Aided Diagnosis Eiichiro Fukano, Masahiro Oda, Takayuki Kitasaka, Yasuhito Suenaga, Tetsuji Takayama, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Shigeru Nawano, Kensaku Mori
2010	—	`conf`	Synchronized Display of Virtual Colonoscopic Views in Supine and Prone CT Images. Virtual Colonoscopy and Abdominal Imaging Masahiro Oda, Eiichiro Fukano, Takayuki Kitasaka, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Shigeru Nawano, Kensaku Mori
2009	—	`conf`	Haustral fold detection method for CT colonography based on difference filter along colon centerline. Computer-Aided Diagnosis Masahiro Oda, Takayuki Kitasaka, Kensaku Mori, Yasuhito Suenaga, Tetsuji Takayama, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Shigeru Nawano
2008	—	`conf`	Digital bowel cleansing free detection method of colonic polyp from fecal tagging CT images. Computer-Aided Diagnosis Masahiro Oda, Takayuki Kitasaka, Kensaku Mori, Yasuhito Suenaga, Tetsuji Takayama, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Shigeru Nawano
2007	—	`conf`	A new method for detecting colonic polyps based on local intensity structure analysis from 3D abdominal CT images. Computer-Aided Diagnosis Masahiro Oda, Yuichi Nakada, Takayuki Kitasaka, Kensaku Mori, Yasuhito Suenaga, Tetsuji Takayama, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Shigeru Nawano
2005	A	`conf`	Development of a Navigation-Based CAD System for Colon. MICCAI Masahiro Oda, Takayuki Kitasaka, Yuichiro Hayashi, Kensaku Mori, Yasuhito Suenaga, Jun-ichiro Toriwaki