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Kazunari Misawa
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2020 – today
- 2024
- [j20]Songtao Liu, Jacinto Colan, Yaonan Zhu, Taisuke Kobayashi, Kazunari Misawa, Masaru Takeuchi, Yasuhisa Hasegawa:
Latent regression based model predictive control for tissue triangulation. Adv. Robotics 38(5): 283-306 (2024) - [c41]Wenda Li, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Kensaku Mori:
EndoSelf: Self-supervised Monocular 3D Scene Reconstruction of Deformable Tissues with Neural Radiance Fields on Endoscopic Videos. MICCAI (6) 2024: 241-251 - 2023
- [j19]Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori:
Database-driven patient-specific registration error compensation method for image-guided laparoscopic surgery. Int. J. Comput. Assist. Radiol. Surg. 18(1): 63-69 (2023) - [j18]Ruiyun Zhu, Masahiro Oda, Yuichiro Hayashi, Takayuki Kitasaka, Kazunari Misawa, Michitaka Fujiwara, Kensaku Mori:
A skeleton context-aware 3D fully convolutional network for abdominal artery segmentation. Int. J. Comput. Assist. Radiol. Surg. 18(3): 461-472 (2023) - [j17]Khusniddin Fozilov, Jacinto Colan, Ana Davila, Kazunari Misawa, Jie Qiu, Yuichiro Hayashi, Kensaku Mori, Yasuhisa Hasegawa:
Endoscope Automation Framework with Hierarchical Control and Interactive Perception for Multi-Tool Tracking in Minimally Invasive Surgery. Sensors 23(24): 9865 (2023) - [c40]Wenda Li, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Kensaku Mori:
Multi-view Guidance for Self-supervised Monocular Depth Estimation on Laparoscopic Images via Spatio-Temporal Correspondence. MICCAI (9) 2023: 429-439 - [c39]Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori:
Surgical area recognition from laparoscopic images in laparoscopic gastrectomy for gastric cancer using label smoothing and uncertainty. Image-Guided Procedures 2023 - [c38]Leo Uramoto, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Kensaku Mori:
A semantic segmentation method for laparoscopic images using semantically similar groups. Image-Guided Procedures 2023 - 2022
- [j16]Wenda Li, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Kensaku Mori:
Spatially variant biases considered self-supervised depth estimation based on laparoscopic videos. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 10(3): 274-282 (2022) - [c37]Zhou Zheng, Masahiro Oda, Kazunari Misawa, Kensaku Mori:
Taking full advantage of uncertainty estimation: an uncertainty-assisted two-stage pipeline for multi-organ segmentation. Computer-Aided Diagnosis 2022 - [c36]Wenda Li, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Kensaku Mori:
Geometric Constraints for Self-supervised Monocular Depth Estimation on Laparoscopic Images with Dual-task Consistency. MICCAI (4) 2022: 467-477 - [c35]Wenda Li, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Kensaku Mori:
Self-supervised depth estimation with uncertainty-weight joint loss function based on laparoscopic videos. Image-Guided Procedures 2022 - [c34]Chen Shen, Holger R. Roth, Vishwesh Nath, Yuichiro Hayashi, Masahiro Oda, Kazunari Misawa, Kensaku Mori:
Effective hyperparameter optimization with proxy data for multi-organ segmentation. Image Processing 2022 - [i13]Masahiro Oda, Tomoaki Suito, Yuichiro Hayashi, Takayuki Kitasaka, Kazuhiro Furukawa, Ryoji Miyahara, Yoshiki Hirooka, Hidemi Goto, Gen Iinuma, Kazunari Misawa, Shigeru Nawano, Kensaku Mori:
Semi-automated Virtual Unfolded View Generation Method of Stomach from CT Volumes. CoRR abs/2201.05331 (2022) - 2021
- [j15]Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori:
Station number assignment to abdominal lymph node for assisting gastric cancer surgery. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 9(4): 357-362 (2021) - [c33]Wenda Li, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Kensaku Mori:
Context encoder guided self-supervised siamese depth estimation based on stereo laparoscopic images. Image-Guided Procedures 2021 - 2020
- [c32]Yuichiro Hayashi, Chen Shen, Holger R. Roth, Masahiro Oda, Kazunari Misawa, Masahiro Jinzaki, Masahiro Hashimoto, Kanako K. Kumamaru, Shigeki Aoki, Kensaku Mori:
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 2020 - [c31]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:
Automated Pancreas Segmentation Using Multi-institutional Collaborative Deep Learning. DART/DCL@MICCAI 2020: 192-200 - [c30]Chen Shen, Chenglong Wang, Holger R. Roth, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori:
Spatial information-embedded fully convolutional networks for multi-organ segmentation with improved data augmentation and instance normalization. Image Processing 2020: 1131316 - [i12]Masahiro Oda, Natsuki Shimizu, Kenichi Karasawa, Yukitaka Nimura, Takayuki Kitasaka, Kazunari Misawa, Michitaka Fujiwara, Daniel Rueckert, Kensaku Mori:
Regression Forest-Based Atlas Localization and Direction Specific Atlas Generation for Pancreas Segmentation. CoRR abs/2005.03345 (2020) - [i11]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:
Automated Pancreas Segmentation Using Multi-institutional Collaborative Deep Learning. CoRR abs/2009.13148 (2020)
2010 – 2019
- 2019
- [j14]Masahiro Oda, Holger R. Roth, Takayuki Kitasaka, Kazunari Misawa, Michitaka Fujiwara, Kensaku Mori:
Abdominal artery segmentation method from CT volumes using fully convolutional neural network. Int. J. Comput. Assist. Radiol. Surg. 14(12): 2069-2081 (2019) - [j13]Liang Chen, Paul Bentley, Kensaku Mori, Kazunari Misawa, Michitaka Fujiwara, Daniel Rueckert:
Self-supervised learning for medical image analysis using image context restoration. Medical Image Anal. 58 (2019) - [c29]Liang Chen, Paul Bentley, Kensaku Mori, Kazunari Misawa, Michitaka Fujiwara, Daniel Rueckert:
Intelligent Image Synthesis to Attack a Segmentation CNN Using Adversarial Learning. SASHIMI@MICCAI 2019: 90-99 - [c28]Chen Shen, Fausto Milletari, Holger R. Roth, Hirohisa Oda, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori:
Improving V-Nets for multi-class abdominal organ segmentation. Image Processing 2019: 109490B - [i10]Liang Chen, Paul Bentley, Kensaku Mori, Kazunari Misawa, Michitaka Fujiwara, Daniel Rueckert:
Intelligent image synthesis to attack a segmentation CNN using adversarial learning. CoRR abs/1909.11167 (2019) - 2018
- [j12]Holger R. Roth, Hirohisa Oda, Xiangrong Zhou, Natsuki Shimizu, Ying Yang, Yuichiro Hayashi, Masahiro Oda, Michitaka Fujiwara, Kazunari Misawa, Kensaku Mori:
An application of cascaded 3D fully convolutional networks for medical image segmentation. Comput. Medical Imaging Graph. 66: 90-99 (2018) - [j11]Liang Chen, Paul Bentley, Kensaku Mori, Kazunari Misawa, Michitaka Fujiwara, Daniel Rueckert:
DRINet for Medical Image Segmentation. IEEE Trans. Medical Imaging 37(11): 2453-2462 (2018) - [c27]Holger R. Roth, Chen Shen, Hirohisa Oda, Takaaki Sugino, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori:
A Multi-scale Pyramid of 3D Fully Convolutional Networks for Abdominal Multi-organ Segmentation. MICCAI (4) 2018: 417-425 - [c26]Holger Roth, Masahiro Oda, Natsuki Shimizu, Hirohisa Oda, Yuichiro Hayashi, Takayuki Kitasaka, Michitaka Fujiwara, Kazunari Misawa, Kensaku Mori:
Towards dense volumetric pancreas segmentation in CT using 3D fully convolutional networks. Image Processing 2018: 105740B - [i9]Chen Shen, Holger R. Roth, Hirohisa Oda, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori:
On the influence of Dice loss function in multi-class organ segmentation of abdominal CT using 3D fully convolutional networks. CoRR abs/1801.05912 (2018) - [i8]Holger R. Roth, Hirohisa Oda, Xiangrong Zhou, Natsuki Shimizu, Ying Yang, Yuichiro Hayashi, Masahiro Oda, Michitaka Fujiwara, Kazunari Misawa, Kensaku Mori:
An application of cascaded 3D fully convolutional networks for medical image segmentation. CoRR abs/1803.05431 (2018) - [i7]Holger R. Roth, Chen Shen, Hirohisa Oda, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori:
Deep learning and its application to medical image segmentation. CoRR abs/1803.08691 (2018) - [i6]Ozan Oktay, Jo Schlemper, Loïc Le Folgoc, Matthew C. H. Lee, Mattias P. Heinrich, Kazunari Misawa, Kensaku Mori, Steven G. McDonagh, Nils Y. Hammerla, Bernhard Kainz, Ben Glocker, Daniel Rueckert:
Attention U-Net: Learning Where to Look for the Pancreas. CoRR abs/1804.03999 (2018) - [i5]Holger R. Roth, Chen Shen, Hirohisa Oda, Takaaki Sugino, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori:
A multi-scale pyramid of 3D fully convolutional networks for abdominal multi-organ segmentation. CoRR abs/1806.02237 (2018) - [i4]Masahiro Oda, Natsuki Shimizu, Holger R. Roth, Kenichi Karasawa, Takayuki Kitasaka, Kazunari Misawa, Michitaka Fujiwara, Daniel Rueckert, Kensaku Mori:
3D FCN Feature Driven Regression Forest-Based Pancreas Localization and Segmentation. CoRR abs/1806.03019 (2018) - 2017
- [j10]Takayuki Kitasaka, Mitsuru Kagajo, Yukitaka Nimura, Yuichiro Hayashi, Masahiro Oda, Kazunari Misawa, Kensaku Mori:
Automatic anatomical labeling of arteries and veins using conditional random fields. Int. J. Comput. Assist. Radiol. Surg. 12(6): 1041-1048 (2017) - [j9]Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori:
Optimal port placement planning method for laparoscopic gastrectomy. Int. J. Comput. Assist. Radiol. Surg. 12(10): 1677-1684 (2017) - [j8]Kenichi Karasawa, Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Michitaka Fujiwara, Chengwen Chu, Guoyan Zheng, Daniel Rueckert, Kensaku Mori:
Multi-atlas pancreas segmentation: Atlas selection based on vessel structure. Medical Image Anal. 39: 18-28 (2017) - [j7]Fahdi Kanavati, Tong Tong, Kazunari Misawa, Michitaka Fujiwara, Kensaku Mori, Daniel Rueckert, Ben Glocker:
Supervoxel classification forests for estimating pairwise image correspondences. Pattern Recognit. 63: 561-569 (2017) - [c25]Cheng Wang, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Holger Roth, Kensaku Mori:
Motion Vector for Outlier Elimination in Feature Matching and Its Application in SLAM Based Laparoscopic Tracking. CARE/CLIP@MICCAI 2017: 60-69 - [c24]Fahdi Kanavati, Kazunari Misawa, Michitaka Fujiwara, Kensaku Mori, Daniel Rueckert, Ben Glocker:
Joint Supervoxel Classification Forest for Weakly-Supervised Organ Segmentation. MLMI@MICCAI 2017: 79-87 - [c23]Masahiro Oda, Natsuki Shimizu, Holger R. Roth, Kenichi Karasawa, Takayuki Kitasaka, Kazunari Misawa, Michitaka Fujiwara, Daniel Rueckert, Kensaku Mori:
3D FCN Feature Driven Regression Forest-Based Pancreas Localization and Segmentation. DLMIA/ML-CDS@MICCAI 2017: 222-230 - [i3]Holger R. Roth, Hirohisa Oda, Yuichiro Hayashi, Masahiro Oda, Natsuki Shimizu, Michitaka Fujiwara, Kazunari Misawa, Kensaku Mori:
Hierarchical 3D fully convolutional networks for multi-organ segmentation. CoRR abs/1704.06382 (2017) - [i2]Martin Rajchl, Lisa M. Koch, Christian Ledig, Jonathan Passerat-Palmbach, Kazunari Misawa, Kensaku Mori, Daniel Rueckert:
Employing Weak Annotations for Medical Image Analysis Problems. CoRR abs/1708.06297 (2017) - [i1]Holger Roth, Masahiro Oda, Natsuki Shimizu, Hirohisa Oda, Yuichiro Hayashi, Takayuki Kitasaka, Michitaka Fujiwara, Kazunari Misawa, Kensaku Mori:
Towards dense volumetric pancreas segmentation in CT using 3D fully convolutional networks. CoRR abs/1711.06439 (2017) - 2016
- [j6]Yuichiro Hayashi, Kazunari Misawa, Masahiro Oda, David J. Hawkes, Kensaku Mori:
Clinical application of a surgical navigation system based on virtual laparoscopy in laparoscopic gastrectomy for gastric cancer. Int. J. Comput. Assist. Radiol. Surg. 11(5): 827-836 (2016) - [j5]Yuichiro Hayashi, Kazunari Misawa, David J. Hawkes, Kensaku Mori:
Progressive internal landmark registration for surgical navigation in laparoscopic gastrectomy for gastric cancer. Int. J. Comput. Assist. Radiol. Surg. 11(5): 837-845 (2016) - [c22]Yoshihiko Nakamura, Yukitaka Nimura, Masahiro Oda, Takayuki Kitasaka, Kazuhiro Furukawa, Hidemi Goto, Michitaka Fujiwara, Kazunari Misawa, Kensaku Mori:
Ensemble lymph node detection from CT volumes combining local intensity structure analysis approach and appearance learning approach. Computer-Aided Diagnosis 2016: 97852X - [c21]Yukitaka Nimura, Yuichiro Hayashi, Takayuki Kitasaka, Kazunari Misawa, Kensaku Mori:
Automated torso organ segmentation from 3D CT images using conditional random field. Computer-Aided Diagnosis 2016: 97853M - [c20]Masahiro Oda, Natsuki Shimizu, Kenichi Karasawa, Yukitaka Nimura, Takayuki Kitasaka, Kazunari Misawa, Michitaka Fujiwara, Daniel Rueckert, Kensaku Mori:
Regression Forest-Based Atlas Localization and Direction Specific Atlas Generation for Pancreas Segmentation. MICCAI (2) 2016: 556-563 - 2015
- [j4]Tetsuro Matsuzaki, Masahiro Oda, Takayuki Kitasaka, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori:
Automated anatomical labeling of abdominal arteries and hepatic portal system extracted from abdominal CT volumes. Medical Image Anal. 20(1): 152-161 (2015) - [j3]Tong Tong, Robin Wolz, Zehan Wang, Qinquan Gao, Kazunari Misawa, Michitaka Fujiwara, Kensaku Mori, Joseph V. Hajnal, Daniel Rueckert:
Discriminative dictionary learning for abdominal multi-organ segmentation. Medical Image Anal. 23(1): 92-104 (2015) - [c19]Masahiro Oda, Tetsuro Matsuzaki, Yuichiro Hayashi, Takayuki Kitasaka, Kazunari Misawa, Kensaku Mori:
Automated branching pattern report generation for laparoscopic surgery assistance. Computer-Aided Diagnosis 2015: 94141T - [c18]Yoshihiko Nakamura, Yukitaka Nimura, Takayuki Kitasaka, Shinji Mizuno, Kazuhiro Furukawa, Hidemi Goto, Michitaka Fujiwara, Kazunari Misawa, Masaaki Ito, Shigeru Nawano, Kensaku Mori:
Investigation of optimal feature value set in false positive reduction process for automated abdominal lymph node detection method. Computer-Aided Diagnosis 2015: 94143N - [c17]Kenichi Karasawa, Takayuki Kitasaka, Masahiro Oda, Yukitaka Nimura, Yuichiro Hayashi, Michitaka Fujiwara, Kazunari Misawa, Daniel Rueckert, Kensaku Mori:
Structure Specific Atlas Generation and Its Application to Pancreas Segmentation from Contrasted Abdominal CT Volumes. MCV@MICCAI 2015: 47-56 - [c16]Fahdi Kanavati, Tong Tong, Kazunari Misawa, Michitaka Fujiwara, Kensaku Mori, Daniel Rueckert, Ben Glocker:
Supervoxel Classification Forests for Estimating Pairwise Image Correspondences. MLMI 2015: 94-101 - [c15]Kenichi Karasawa, Masahiro Oda, Yuichiro Hayashi, Yukitaka Nimura, Takayuki Kitasaka, Kazunari Misawa, Michitaka Fujiwara, Daniel Rueckert, Kensaku Mori:
Pancreas segmentation from 3D abdominal CT images using patient-specific weighted subspatial probabilistic atlases. Image Processing 2015: 94131A - 2014
- [c14]Yukitaka Nimura, Yuichiro Hayashi, Takayuki Kitasaka, Kazuhiro Furukawa, Kazunari Misawa, Kensaku Mori:
Automated abdominal lymph node segmentation based on RST analysis and SVM. Computer-Aided Diagnosis 2014: 90352U - [c13]Zehan Wang, Kanwal K. Bhatia, Ben Glocker, Antonio M. Simoes Monteiro de Marvao, Tim Dawes, Kazunari Misawa, Kensaku Mori, Daniel Rueckert:
Geodesic Patch-Based Segmentation. MICCAI (1) 2014: 666-673 - 2013
- [j2]Zhengang Jiang, Yukitaka Nimura, Yuichiro Hayashi, Takayuki Kitasaka, Kazunari Misawa, Michitaka Fujiwara, Yasukazu Kajita, Toshihiko Wakabayashi, Kensaku Mori:
Anatomical annotation on vascular structure in volume rendered images. Comput. Medical Imaging Graph. 37(2): 131-141 (2013) - [j1]Robin Wolz, Chengwen Chu, Kazunari Misawa, Michitaka Fujiwara, Kensaku Mori, Daniel Rueckert:
Automated Abdominal Multi-Organ Segmentation With Subject-Specific Atlas Generation. IEEE Trans. Medical Imaging 32(9): 1723-1730 (2013) - [c12]Yoshihiko Nakamura, Yukitaka Nimura, Takayuki Kitasaka, Shinji Mizuno, Kazuhiro Furukawa, Hidemi Goto, Michitaka Fujiwara, Kazunari Misawa, Masaaki Ito, Shigeru Nawano, Kensaku Mori:
Automatic abdominal lymph node detection method based on local intensity structure analysis from 3D x-ray CT images. Computer-Aided Diagnosis 2013: 86701K - [c11]Chengwen Chu, Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Michitaka Fujiwara, Yuichiro Hayashi, Yukitaka Nimura, Daniel Rueckert, Kensaku Mori:
Multi-organ Segmentation Based on Spatially-Divided Probabilistic Atlas from 3D Abdominal CT Images. MICCAI (2) 2013: 165-172 - [c10]Masahiro Oda, Tomoaki Suito, Yuichiro Hayashi, Takayuki Kitasaka, Kazuhiro Furukawa, Ryoji Miyahara, Yoshiki Hirooka, Hidemi Goto, Gen Iinuma, Kazunari Misawa, Shigeru Nawano, Kensaku Mori:
Semi-automated Virtual Unfolded View Generation Method of Stomach from CT Volumes. MICCAI (1) 2013: 332-339 - [c9]Chengwen Chu, Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Michitaka Fujiwara, Yuichiro Hayashi, Robin Wolz, Daniel Rueckert, Kensaku Mori:
Multi-organ segmentation from 3D abdominal CT images using patient-specific weighted-probabilistic atlas. Image Processing 2013: 86693Y - 2012
- [c8]Tomoaki Suito, Masahiro Oda, Takayuki Kitasaka, Gen Iinuma, Kazunari Misawa, Shigeru Nawano, Kensaku Mori:
Automated incision line determination for virtual unfolded view generation of the stomach from 3D abdominal CT images. Computer-Aided Diagnosis 2012: 83151M - [c7]Robin Wolz, Chengwen Chu, Kazunari Misawa, Kensaku Mori, Daniel Rueckert:
Multi-organ Abdominal CT Segmentation Using Hierarchically Weighted Subject-Specific Atlases. MICCAI (1) 2012: 10-17 - [c6]Masahiro Oda, Takayuki Kitasaka, Michitaka Fujiwara, Kazunari Misawa, Kensaku Mori:
Method for Detecting Enlarged Lymph Nodes from 3D Abdominal CT Images with a Multi-shape and Multi-scale Ellipsoidal Structure Detection Filter. Abdominal Imaging 2012: 238-245 - [c5]Masahiro Oda, Jia Di Qu, Yukitaka Nimura, Takayuki Kitasaka, Kazunari Misawa, Kensaku Mori:
Evaluation of deformation accuracy of a virtual pneumoperitoneum method based on clinical trials for patient-specific laparoscopic surgery simulator. Image-Guided Procedures 2012: 83160G - [c4]Masahiro Oda, Bui Huy Hoang, Takayuki Kitasaka, Kazunari Misawa, Michitaka Fujiwara, Kensaku Mori:
Automated anatomical labeling method for abdominal arteries extracted from 3D abdominal CT images. Image Processing 2012: 83142F - 2011
- [c3]Masahiro Oda, Teruhisa Nakaoka, Takayuki Kitasaka, Kazuhiro Furukawa, Kazunari Misawa, Michitaka Fujiwara, Kensaku Mori:
Organ Segmentation from 3D Abdominal CT Images Based on Atlas Selection and Graph Cut. Abdominal Imaging 2011: 181-188 - [c2]Bui Huy Hoang, Masahiro Oda, Zhengang Jiang, Takayuki Kitasaka, Kazunari Misawa, Michitaka Fujiwara, Kensaku Mori:
A study on automated anatomical labeling to arteries concerning with colon from 3D abdominal CT images. Image Processing 2011: 79623R - 2010
- [c1]Kensaku Mori, Masahiro Oda, Tomohiko Egusa, Zhengang Jiang, Takayuki Kitasaka, Michitaka Fujiwara, Kazunari Misawa:
Automated Nomenclature of Upper Abdominal Arteries for Displaying Anatomical Names on Virtual Laparoscopic Images. MIAR 2010: 353-362
Coauthor Index
aka: Holger R. Roth
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