This paper describes an ultrasonic system that estimates the cell quantity of an artificial culture bone, which is effective for appropriate treat with a composite of this material and Bone Marrow Stromal Cells. For this system, we examine two approaches for analyzing the ultrasound waves transmitted through the cultured bone, including stem cells to estimate cell quantity: multiple regression and fuzzy inference. We employ two characteristics from the obtained wave for applying each method. These features are the amplitude and the frequency; the amplitude is measured from the obtained wave, and the frequency is calculated by the cross-spectrum method. The results confirmed that the fuzzy inference method yields the accurate estimates of cell quantity in artificial culture bone. Using this ultrasonic estimation system, the orthopaedic surgeons can choose the composites that contain favorable number of cells before the implantation.
Naomi YAGI
University of Hyogo
Tomomoto ISHIKAWA
Ishikawa Hospital
Yutaka HATA
University of Hyogo,Osaka University
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Naomi YAGI, Tomomoto ISHIKAWA, Yutaka HATA, "Stem Cell Quantity Determination in Artificial Culture Bone by Ultrasonic Testing" in IEICE TRANSACTIONS on Fundamentals,
vol. E97-A, no. 4, pp. 913-922, April 2014, doi: 10.1587/transfun.E97.A.913.
Abstract: This paper describes an ultrasonic system that estimates the cell quantity of an artificial culture bone, which is effective for appropriate treat with a composite of this material and Bone Marrow Stromal Cells. For this system, we examine two approaches for analyzing the ultrasound waves transmitted through the cultured bone, including stem cells to estimate cell quantity: multiple regression and fuzzy inference. We employ two characteristics from the obtained wave for applying each method. These features are the amplitude and the frequency; the amplitude is measured from the obtained wave, and the frequency is calculated by the cross-spectrum method. The results confirmed that the fuzzy inference method yields the accurate estimates of cell quantity in artificial culture bone. Using this ultrasonic estimation system, the orthopaedic surgeons can choose the composites that contain favorable number of cells before the implantation.
URL: https://global.ieice.org/en_transactions/fundamentals/10.1587/transfun.E97.A.913/_p
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@ARTICLE{e97-a_4_913,
author={Naomi YAGI, Tomomoto ISHIKAWA, Yutaka HATA, },
journal={IEICE TRANSACTIONS on Fundamentals},
title={Stem Cell Quantity Determination in Artificial Culture Bone by Ultrasonic Testing},
year={2014},
volume={E97-A},
number={4},
pages={913-922},
abstract={This paper describes an ultrasonic system that estimates the cell quantity of an artificial culture bone, which is effective for appropriate treat with a composite of this material and Bone Marrow Stromal Cells. For this system, we examine two approaches for analyzing the ultrasound waves transmitted through the cultured bone, including stem cells to estimate cell quantity: multiple regression and fuzzy inference. We employ two characteristics from the obtained wave for applying each method. These features are the amplitude and the frequency; the amplitude is measured from the obtained wave, and the frequency is calculated by the cross-spectrum method. The results confirmed that the fuzzy inference method yields the accurate estimates of cell quantity in artificial culture bone. Using this ultrasonic estimation system, the orthopaedic surgeons can choose the composites that contain favorable number of cells before the implantation.},
keywords={},
doi={10.1587/transfun.E97.A.913},
ISSN={1745-1337},
month={April},}
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TY - JOUR
TI - Stem Cell Quantity Determination in Artificial Culture Bone by Ultrasonic Testing
T2 - IEICE TRANSACTIONS on Fundamentals
SP - 913
EP - 922
AU - Naomi YAGI
AU - Tomomoto ISHIKAWA
AU - Yutaka HATA
PY - 2014
DO - 10.1587/transfun.E97.A.913
JO - IEICE TRANSACTIONS on Fundamentals
SN - 1745-1337
VL - E97-A
IS - 4
JA - IEICE TRANSACTIONS on Fundamentals
Y1 - April 2014
AB - This paper describes an ultrasonic system that estimates the cell quantity of an artificial culture bone, which is effective for appropriate treat with a composite of this material and Bone Marrow Stromal Cells. For this system, we examine two approaches for analyzing the ultrasound waves transmitted through the cultured bone, including stem cells to estimate cell quantity: multiple regression and fuzzy inference. We employ two characteristics from the obtained wave for applying each method. These features are the amplitude and the frequency; the amplitude is measured from the obtained wave, and the frequency is calculated by the cross-spectrum method. The results confirmed that the fuzzy inference method yields the accurate estimates of cell quantity in artificial culture bone. Using this ultrasonic estimation system, the orthopaedic surgeons can choose the composites that contain favorable number of cells before the implantation.
ER -