Annals of Faculty of Computer and Information Sciences, Hosei University
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HOME >> No.2 CONTENTS >> Kenji OHMORI
Professor
Kenji OHMORI

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Having a big dream and realizing it step by step are crucial in the information age, which is characterized by "change" and brings you a lot of chances such as achieving innovative technologies, establishing a breakthrough science, innovating profitable e-business and implementing sustainable social infrastracture.

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Publications(January 2001 - December 2001)
  1. H. Hanaizumi, K.Ohmori and T. Nakagawa. "Three Dimensional Thinning Algorithm and Its Application to Lung Cancers" JAMIT Frontier 2001 (in Japanese)
    Abstract - The helical CT is a very powerful tool to detect lung cancers. The helical CT, however, outputs a lot of slice images to be examined for a patient. Increase of number of images to be examined may cause miss detection of cancers. On the other hand, rapid development of multi- slice CT provides very high resolution 3D images and huge number of images to be examined. An efficient screening system has been required for improving the efficiency and the accuracy of the examination. We consider that multi-temporal proceeding of 3D lung images, i.e. changes detection between blood vessel images is one of the solutions to make efficient screening. Here, we propose a skeletonizing algorithm for blood vessel images whose shapes are distorted by breathing. The validity of the proposed algorithm was confirmed by numerical simulation. The application results of the algorithm to the actual 3D blood vessel images were also shown.
  2. K. Narimatsu, S.Takatani and K.Ohmori. " A Multi-Element Tonometry Sensor For Noninvasive Measurement of Pulse Wave Velocity", Frontiers of Medical Electronics and Biological Engineering, Vol. 11, No. 1, pp45-58 (2001)
    Abstract - In the previous study, the multi-element tonometry sensor based noninvasive PWV measurement system was evaluated for its frequency response characteristics, and for its accuracy in pulse wave propagation time measurement in simulated circulatory system. Excellent results supported the use of this system in noninvasive measurement of PWV possibly from the carotid and femoral arteries. However, its accuracy has not been validated in the actual physiological system. Since the noninvasive pulse wave measurement is affected by the tissue between the sensor and the vessel, hold-down force applied to position the sensor, and physiological variables such as heart rate and blood pressure levels, further study was undertaken to quantify their effects upon pulse wave, hence PWV measurement. For the animal model, we used the common carotid artery of female goats whose body weight was close to average human size(60 Kg). The study was divided into two groups; in Group I the tonometric sensor was directly applied to the exposed left common carotid artery, while in Group II the sensor was applied over the skin and subcutaneous tissues covering the artery. As a control measurement, a 1.4 F Millar catheter was inserted inside the carotid artery at the vicinity of tonometric measurement site. Also, a 4 F Millar catheter was inserted through a contra-lateral carotid artery and its tip was advanced to the root of aorta for measurement of aortic pressure waveform. Both the Millar and tonometric measurements were referenced to the aortic waveform for computation of PWV. First, we changed the hold down forces of the sensor applied to the artery. Second, systolic blood pressure levels were changed from 85 to 170 mmHg by drugs. Third, heart rate was changed from 80 to 145 beats/minute by drugs and a pacemaker. The results showed an excellent correlation between the tonometric and Millar measurements with and without skin and subcutaneous tissues. The correlation coefficients between the Millar and tonometric methods for PWV measurements were 0.99 with and without skin and subcutaneous tissues. The bias±}2SD for the pulse transmission time between the two methods(the Millar minus tonometric ) were -1.14±}0.76 ms for the exposed artery, while for the covered artery -0.87±}0.56 ms. These results confirmed that the arterial wall, subcutaneous tissue and skin do not affect the accuracy of pulse wave measurements under varying physiological conditions. It was thus concluded that the multi-element sensor could be used for effective and accurate noninvasive PWV measurement in vivo.
  3. K.Narimatsu, S. Takatani, H. Kanai and K. Ohmori. "Accuracy of Multi-Element Tonometry Sensor-Based Noninvasive PWV Measurement System as Evaluated in Animal Model" Journal of the Japan Society of Medical Eletronics and Biological Engineering, Vol.39 No.3 (2001) 30-36(in Japanese)
    Abstract - A new pulse wave velocity (PWV) measurement system has been developed using a novel multi-element tonometry carotid sensor combined with a heart sound sensor. In this system, PWV is derived from the time lag between the second heart sound (S2) obtained from the heart sound sensor and the dicrotic notch in the carotid pulse waveform, and the physical distance between the heart and the neck. We assessed the accuracy of the system in an animal model. The study was divided into two groups; in Group I the tonometric sensor was directly applied to the exposed artery, while in Group II the sensor was applied over the skin and subcutaneous tissues covering the artery. To examine the fidelity of the dicrotic notch, the ejection time with the tonometry sensor was compared with that obtained from the intra-arterial catheter measurement. The correlation coefficients between them were 0.99 in both groups. The bias error±}2SD, defined as the mean of the differences between the tonometry and the catheter measurements±}the twice the standard deviation, was 0.13±}1.45 ms in Group I, while in Group II 0.16±}1.64 ms. These results confirmed that the arterial wall, subcutaneous tissue and skin did not affect the accuracy of the dicrotic notch fidelity. The reproducibility of the system was assessed in 18 human subjects. The 2SD of intraobserver and interobserver reproducibility of the S2-carotid PWV measurement were 0.54 and 0.38 m/s, respectively, demonstrating high reproducibility of the measurement. From a clinical point of view, the S2-carotid PWV was compared with the aortic PWV. The bias error±}2SD between the two measurements was -0.14±}3.24 m/s with the correlation coefficient being 0.73. Although the S2-carotid PWV may not replace the aortic PWV directly, we believe that the S2-carotid PWV with the new system may become a new clinical parameter for early detection of cardiovascular disorders such as cerebrovascular diseases.
  4. K. Ohmori and T. L. Kunii. "Shape Modeling Using Homotopy" Shape Modeling International '2001 (May), Genoa Italy (2001) 126-133
    Abstract - We introduce a new method of shape modeling using homotopy and object-oriented modeling. Homotopy is a kind of topology that gives more general ideas of preserving invariant properties of geometrical objects and is further expanded to conceptual objects. The conventional shape modeling using polygonalization has serious difficulties in preserving invariant properties, leading to the necessity of a massive amount of data. On the other hand, the combination of homotopy and object oriented modeling, which uses class hierarchy, help preserve invariant properties of all abstraction levels. We will explain how our new method will help us preserve invariant properties, which keeps the amount of data to the minimum possible level, using an example of a tennis ball rolling on a slope.
  5. K. Ohmori, "Cellular Structured Spaces for Multimedia" Proceedings of The 7th International Conference on Distributed Multimedia Systems, pp. 171-178, Tamkang University, Taipei, Taiwan, September 2001.
    Abstract - We introduce new conceptual tools for multimedia. Multimedia, ranging from traditional media such as newspapers, TVs and movies to new media such as computers, mobile phones and game machines, is a leading technology in the information age and is based on various technologies. Among them, computer graphics and digital animation are key technologies. These technologies are based on shape modeling of how objects are visualized as multimedia. We introduce a new method of multimedia using homotopy and object-oriented modeling. Homotopy is a kind of topology that gives more general ideas of preserving invariant properties of geometrical objects and is further expanded to conceptual objects. The conventional shape modeling in multimedia uses polygonalization and has serious difficulties in preserving invariant properties, leading to the necessary of a massive amount of data. On the other hand, the combination of homotopy and object-oriented modeling, which uses class hierarchy, help preserve invariant properties at all abstraction levels. We will explain how our new method will help us preserve invariant properties, while keeping the amount of data to the minimum possible level, using an example of a teapot.
  6. H. Hanaizumi and K.Ohmori. "Three Dimensional Thinning Algorithm and Its Application" JAMIT Frontier 2002, Beppu Japan (2002) (in Japanese)
    Abstract - In order to construct a screening system in which multi-temporal 3D helical CT data are registered and shape changes of vessels during the period are detected, we propose an algorithm using Homotopy of recognizing vessels and bronchus in lung. This algorithm is one of region growing algorithms and we call it as successive region growing (SRG). The algorithm successively expands cross sections from the start point to the end of vessels and a skeleton of the vessel is obtained by tracing gravity centers of each cross section. Since SRG is very sensitive, it may yield false branches for a noisy surface. These false branches are successfully removed by using an index 'significance' of the branch. In the case of bronchus recognition, terminal point of its small branch may connect to outer lung in terms of boxel density and the connection causes miss-recognition of branches. For avoiding the miss-recognition, SRG automatically detects the connection and stops itself. In this paper, we describe the principle and the procedure of SRG. The application results of SRG to actual multi-temporal 3D CT images are also shown.
  7. W. Li and K.Ohmori. "Hierarchical Visualization of 3-Dimensional Objects Using Cellular Structured Spaces", Workshop on ITS and Image Processing, Sapporo Japan (2002) (in Japanese)
    Abstract - Three-dimensional computer graphics is currently visualized on a computer display, using the technology of polygonization modeling with a single layer structure. However, characteristic properties of objects cannot be preserved by a single layer structure. Therefore, this paper describes how to build data structure of objects with multiple-layered structure. Cell structured spaces give means of a cell model for representing abstract classes of an object, and are helpful as effective tools for expressing the abstract model of visualization.

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