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Dynamic Image Prediction Using Principal Component and Multi-Channel Singular Spectral Analysis: A Feasibility Study

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Open Journal of Medical Imaging 2015年第3期5卷 133-142页

作者： Ritu Bhusal Chhatkuli Kazuyuki Demachi Naoki Miyamoto mitsuru uesaka Akihiro Haga Department of Bioengineering The University of Tokyo Tokyo Japan Nuclear Professional School The University of Tokyo Tokyo Japan Department of Medical Physics Hokkaido University Hospital Sapporo Japan Department of Radiology The University of Tokyo Hospital Tokyo Japan

Respiratory motion induces the limit in delivery accuracy due to the lack of the consideration of the anatomy motion in the treatment planning. Therefore, image-guided radiation therapy (IGRT) system plays an essential role in respiratory motion management and real-time tumor tracking in external beam radiation therapy. The objective of this research is the prediction of dynamic time-series images considering the motion and the deformation of the tumor and to compensate the delay that occurs between the motion of the tumor and the beam delivery. For this, we propose a prediction algorithm for dynamic time-series images. Prediction is performed using principal component analysis (PCA) and multi-channel singular spectral analysis (MSSA). Using PCA, the motion can be denoted as a vector function and it can be estimated by its principal component which is the linear combination of eigen vectors corresponding to the largest eigen values. Time-series set of 320-detector-row CT images from lung cancer patient and kilovolt (kV) fluoroscopic images from a moving phantom were used for the evaluation of the algorithm, and both image sets were successfully predicted by the proposed algorithm. The accuracy of prediction was quite high, more than 0.999 for CT images, whereas 0.995 for kV fluoroscopic images in cross-correlation coefficient value. This algorithm for image prediction makes it possible to predict the tumor images over the next breathing period with significant accuracy.

关键词： Radiation Therapy Lung Tumor Markerless Image Prediction Tracking

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日本站前广场的建设特征及对我国的启示

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都市快轨交通 2024年第3期37卷 170-177页

作者：马飞太田充徐畅日本筑波大学系统情报工学院日本筑波北京大学城市规划与设计学院广东深圳518055

随着中国轨道交通和城市化进程的不断发展,单一功能的站前广场规划已无法满足当下多样化的城市建设需求。本研究通过对日本站前广场的建设历史和相关规划标准的梳理,针对日本多个不同级别城市的站前广场进行实地调研,并且分析代表性案... 详细信息

随着中国轨道交通和城市化进程的不断发展,单一功能的站前广场规划已无法满足当下多样化的城市建设需求。本研究通过对日本站前广场的建设历史和相关规划标准的梳理,针对日本多个不同级别城市的站前广场进行实地调研,并且分析代表性案例的空间规划和开发方式,总结出日本站前广场的规划经验:重视站前广场在站城一体化开发中的空间调节作用,根据规划需求调整广场的城市功能;广场建设要结合站点周边地区发展特点,注重广场的灵活布局和多样化利用;广场规划各阶段设立合作组织,注重广场各建设部门的相互沟通和责任划分以及制定持续的利用者参与机制和完善的广场运营制度等,以期为中国轨道交通可持续发展和合理的城市空间规划提供参考和借鉴。

关键词：日本铁路公共交通城市空间站点开发站前广场

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Temporal variation in modal properties of a base-isolated building during an earthquake

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Journal of Zhejiang University-Science A(Applied Physics & Engineering) 2010年第1期11卷 1-8页

作者： Izuru TAKEWAKI mitsuru NAKAMURA Department of Urban and Environmental Engineering Graduate School of EngineeringKyoto University Technical Research Institute Obayashi Corporation

Temporal variation of dynamical modal properties of a base-isolated building is investigated using earthquake records in the building. A batch processing least-squares estimation method is applied to segment-wise time-series data. To construct an input-output system,an auto-regressive model with exogenous input (ARX) of second-order including a forgetting coefficient as a weighting coefficient is used for the estimation of modal parameters. The fundamental and second natural frequencies and the damping ratios of the fundamental and second natural modes of the base-isolated building are identified in the time domain. The identified results are consistent with the results obtained from the micro-tremor vibration data,forced-vibration test data and earthquake records in the present base-isolated building in the case of taking into account the amplitude-dependency of the isolators and viscous dampers. It is finally pointed out that several factors,e.g.,amplitude dependency of the isolator and damper system and special characteristics of the series-type viscous damper system,may be related complicatedly with the temporal variation in modal properties of the above-mentioned system.

关键词： System identification Shear building model Modal parameters Batch processing least-squares estimation method Forgetting coefficient Auto-regressive model with exogenous input (ARX) model

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Advances in traction methods for endoscopic submucosal dissection:What is the best traction method and traction direction?

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World Journal of Gastroenterology 2022年第1期28卷 1-22页

作者： mitsuru Nagata Department of Endoscopy Shonan Fujisawa Tokushukai HospitalKanagawa 251-0041Japan

Endoscopic submucosal dissection(ESD)has been developed as a treatment for superficial gastrointestinal neoplasms,which can achieve en bloc resection regardless of the lesion ***,ESD is technically difficult because endoscopists cannot bring their hand into the gastrointestinal tract,unlike surgeons in regular *** is difficult to obtain sufficient tension in the dissection plane and a good field of ***,ESD is associated with a long procedure time and a high risk of adverse events in comparison with endoscopic mucosal *** methods have been developed to provide sufficient tension for the dissection plane and a good field of vision during the ESD ***,traction direction is limited in most traction methods,resulting in insufficient effect in some *** traction direction is considered important,there have been few investigations of its *** the first half of this review,important traction methods are discussed,including traction *** second half,appropriate traction methods for each organ are *** important considerations for traction method,such as ability to adjust traction strength,interference between traction device and endoscope,and the need for specialized devices are also discussed.

关键词： Endoscopic submucosal dissection Traction method Countertraction Traction direction Vertical traction

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Spermatogonial stem cells： progress and prospects

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Asian Journal of Andrology 2015年第5期17卷 771-775,I0007-I0008页

作者： mitsuru Komeya Takehiko Ogawa Department of Urology Graduate School of Medicine Yokohama City University Yokohama 236-0004 Japan Laboratory of Proteomics Institute of Molecular Medicine and Life Science Yokohama City University Association of Medical Science Yokohama 236-0004 Japan

Twenty years ago, the transplantation of spermatogonial stem cells （SSCs） from a mouse to other recipient mice was shown to be feasible, which clearly demonstrated the functional identity of SSCs. Since then, several important new findings and other technical developments have followed, which included a new hypothesis on their cell kinetics and spermatogonial hierarchy in the testis, a culture method allowing their self-renewal and proliferation, a testis tissue organ culture method, which induced their complete differentiation up to sperm, and the in vitro induction of germ cells from embryonic stem cells and induced pluripotent stem cells. These advancements reinforced or advanced our understanding of this unique cell. Nonetheless, there are many unresolved questions in the study of spermatogonial stem cells and a long road remains until these cells can be used clinically in reproductive medicine.

关键词： in vitro spermatogenesis male infertility organ culture

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Functionalization of silica nanoparticles for nucleic acid delivery

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Nano Research 2018年第10期11卷 5219-5239页

作者： Rimpei Kamegawa mitsuru Naito Kanjiro Miyata Department of Materials Engineering Graduate School of Engineering The University of Tokyo Tokyo 113-8656 Japan Center for Disease Biology and Integrative Medicine Graduate School of Medicine The University of Tokyo Tokyo 113-0033 Japan

Silica nanoparticles （SiNPs） have been widely engineered for biomedical applications, such as bioimaging and drug delivery, because of their high tunability, which allows them to perform specific functions. In this review, we discuss the functionalization and performance of SiNPs for nucleic acid delivery. Nucleic acids, including plasmid DNA （pDNA） and small interfering RNA （siRNA）, constitute the next generation molecular drugs for the treatment of intractable diseases. However, their low bioavailability requires delivery systems that can circumvent nuclease attack and kidney filtration to ensure efficient access to the target cell cytoplasm or nucleus. First, we discussed the biological significance of nucleic acids and the parameters required for their successful delivery. Next, we reviewed SiNP designing for nucleic acid delivery with respect to nucleic acid loading and release, cellular uptake, endosomal escape, and biocompatibility. In addition, we discussed the co-delivery potential of SiNPs. Finally, we analyzed the current challenges and future directions of SiNPs for advanced nucleic acid delivery.

关键词： silica nanoparticle mesoporous silica silica coating nucleic acid drug delivery

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Enhancement of Antitumor Effect of Tegafur/Uracil(UFT) plus Leucovorin by Combined Treatment with Protein-Bound Polysaccharide,PSK,in Mouse Models

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Cellular & Molecular Immunology 2007年第4期4卷 295-299页

作者： Ryoji Katoh mitsuru Ooshiro Department of Surgery Toho University Sakura Medical CenterSakura-shiChibaJapan

We evaluated the antitumor effect of combined therapy with tegafur/uracil （UFT） plus leucovorin （LV）（UFT/LV） and protein-bound polysaccharide, PSK, in three mouse models of transplantable tumors. UFT/LV showed antitumor effect against Meth A sarcoma, and the antitumor effect was enhanced when PSK given concomitantly. UFT/LV showed antitumor effect to Lewis lung carcinoma and PSK alone also showed antitumor effect at high dose, but a combination of UFT/LV and PSK resulted in no enhanced antitumor effect. Colon 26 carcinoma was weakly responsive to UFT/LV, and no enhancement of antitumor effect was found even PSK was used in combination. In conclusion, while the effect of PSK varies depending on tumor, combined use of UFT/LV and PSK may be expected to augment the antitumor effect.

关键词： UFF leucovorin PSK Meth A Lewis lung carcinoma colon 26 antitumor effect

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Effects of Austenizing Temperature on Reprecipitation of BN

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Journal of Iron and Steel Research International 2013年第9期20卷 99-104页

作者： YIN Shi-ke A Rong mitsuru Tanino China Iron and Steel Research Institute Group Fundamental Research Laboratory Nippon Steel Co.

Most of BN was precipitated around the spherical MnS and formed the compound of MnS and BN during the isothermal treatment at 850 ℃ after austenizing at 950-1050 ℃. Most of MnS was transformed into polygon when austenized at 1 150 ℃ or above, which could not be the nuclei of BN anymore. During the insulation process at 850 ℃, MnS kept the state of monomer. The compound of MnS and BN at earlier time was of fine polycrystalline in spherality and BN was formed as a plate-like monocrystal on a certain part of the polycrystalline when its dimension reached 0.6 μm.

关键词： austenizing temperature BN repreeipitation isothermal treatment

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Index-based assessment of agricultural drought in a semi-arid region of Inner Mongolia, China

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Journal of Arid Land 2014年第1期6卷 3-15页

作者： Rui LI Atsushi TSUNEKAWA mitsuru TSUBO United Graduate School of Agricultural Sciences Koyama-Minami 4-101Tottori University Arid Land Research Center Tottori University

Agricultural drought is a type of natural disaster that seriously impacts food *** the relationships among short-term rainfall,soil moisture,and crop growth are complex,accurate identification of a drought situation is *** this study,using a conceptual model based on the relationship between water deficit and crop yield reduction,we evaluated the drought process in a typical rainfed agricultural region,Hailar county in Inner Mongolia autonomous region,*** quantify drought,we used the precipitation-based Standardized Precipitation Index(SPI),the soil moisture-based Crop Moisture Index(CMI),as well as the Normalized Difference Vegetation Index(NDVI).Correlation analysis was conducted to examine the relationships between dekad-scale drought indices during the growing season(May–September)and final yield,according to data collection from 2000 to *** results show that crop yield has positive relationships with CMI from mid-June to mid-July and with the NDVI anomaly throughout July,but no correlation with *** analysis of the relationship between the two drought indices shows that the NDVI anomaly responds to CMI with a lag of 1 dekad,particularly in *** examine the feasibility of employing these indices for monitoring the drought process at a dekad time scale,a detailed drought assessment was carried out for selected drought *** results confirm that the soil moisture-based vegetation indices in the late vegetative to early reproductive growth stages can be used to detect agricultural drought in the study ***,the framework of the conceptual model developed for drought monitoring can be employed to support drought mitigation in the rainfed agricultural region of Northern China.

关键词： drought assessment drought index dekad time scale rainfed agriculture

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Optimizing Deep Learning Parameters Using Genetic Algorithm for Object Recognition and Robot Grasping

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Journal of Electronic Science and Technology 2018年第1期16卷 11-15页

作者： Delowar Hossain Genci Capi mitsuru Jindai Graduate School of Science and Engineering for Education University of ToyamaToyama 9350343 Department of Mechanical Engineering Hosei UniversityTokyo 184-0002

The performance of deep learning(DL)networks has been increased by elaborating the network structures. However, the DL netowrks have many parameters, which have a lot of influence on the performance of the network. We propose a genetic algorithm(GA) based deep belief neural network(DBNN) method for robot object recognition and grasping purpose. This method optimizes the parameters of the DBNN method, such as the number of hidden units, the number of epochs, and the learning rates, which would reduce the error rate and the network training time of object recognition. After recognizing objects, the robot performs the pick-andplace operations. We build a database of six objects for experimental purpose. Experimental results demonstrate that our method outperforms on the optimized robot object recognition and grasping tasks.

关键词： Deep learning(DL) deep belief neural network(DBNN) genetic algorithm(GA) object recognition robot grasping

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