Building automation tools to calculate trichloroethylene level in human liver using - Case study: Images of white mouse liver

A. Febrian; Elly Matul I.; I. Md Agus S.; M. Fajar; Wisnu Jatmiko; Doni Hikmat Ramdhan; A. Bowolakso; Petrus Mursanto

doi:10.1109/MHS.2011.6102211

Building automation tools to calculate trichloroethylene level in human liver using - Case study: Images of white mouse liver

A. Febrian
, Elly Matul I.
, I. Md Agus S.
, M. Fajar
, Wisnu Jatmiko
, Doni Hikmat Ramdhan
, A. Bowolakso
, Petrus Mursanto

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

Trichloroethylene (TRI) is chlorinated solvent which has been used in various materials for industrial and daily task, such as dry-cleaners, ink composer, and medicine ingredients. It's has been known that TRI can penetrate human liver, and prolong exposure can evoke permanent damage to liver or cancer. In this research, we tried to create an automation tool that can help us analyzed and predict TRI level in human liver. The prediction will be based on liver images which analyzed using FCM, BPNNs, FLVQ, or FLVQ-PSO. In this research, the images of white mice liver that have been exposed to TRI are used. Our experiments show that the best accuracy achieved by BPNNs and 45 features from images which have been processed with KPCA. This combination accuracy is 99.12%.

Original language	English
Title of host publication	2011 Int. Symp. on Micro-NanoMechatronics and Human Science, Symp. on "COE for Education and Research of Micro-Nano Mechatronics", Symposium on "Hyper Bio Assembler for 3D Cellular System Innovation"
Pages	373-378
Number of pages	6
DOIs	https://doi.org/10.1109/MHS.2011.6102211
Publication status	Published - 6 Jul 2012
Event	22nd Annual Symp. on Micro-Nano Mechatronics and Human Science, MHS 2011, Held Jointly with the Symp. on COE for Education and Research of Micro-Nano Mechatronics, Micro-Nano GCOE 2011, Symp. on Hyper Bio Assembler for 3D Cellular System Innovation - Nagoya, Japan Duration: 6 Nov 2011 → 9 Nov 2011

Publication series

Name	2011 Int. Symp. on Micro-NanoMechatronics and Human Science, Symp. on "COE for Education and Research of Micro-Nano Mechatronics", Symposium on "Hyper Bio Assembler for 3D Cellular System Innovation"

Conference

Conference	22nd Annual Symp. on Micro-Nano Mechatronics and Human Science, MHS 2011, Held Jointly with the Symp. on COE for Education and Research of Micro-Nano Mechatronics, Micro-Nano GCOE 2011, Symp. on Hyper Bio Assembler for 3D Cellular System Innovation
Country/Territory	Japan
City	Nagoya
Period	6/11/11 → 9/11/11

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being

Access to Document

10.1109/MHS.2011.6102211

Cite this

Febrian, A., Matul I., E., Agus S., I. M., Fajar, M., Jatmiko, W., Ramdhan, D. H., Bowolakso, A., & Mursanto, P. (2012). Building automation tools to calculate trichloroethylene level in human liver using - Case study: Images of white mouse liver. In 2011 Int. Symp. on Micro-NanoMechatronics and Human Science, Symp. on "COE for Education and Research of Micro-Nano Mechatronics", Symposium on "Hyper Bio Assembler for 3D Cellular System Innovation" (pp. 373-378). Article 6102211 (2011 Int. Symp. on Micro-NanoMechatronics and Human Science, Symp. on "COE for Education and Research of Micro-Nano Mechatronics", Symposium on "Hyper Bio Assembler for 3D Cellular System Innovation"). https://doi.org/10.1109/MHS.2011.6102211

Febrian, A. ; Matul I., Elly ; Agus S., I. Md et al. / Building automation tools to calculate trichloroethylene level in human liver using - Case study : Images of white mouse liver. 2011 Int. Symp. on Micro-NanoMechatronics and Human Science, Symp. on "COE for Education and Research of Micro-Nano Mechatronics", Symposium on "Hyper Bio Assembler for 3D Cellular System Innovation". 2012. pp. 373-378 (2011 Int. Symp. on Micro-NanoMechatronics and Human Science, Symp. on "COE for Education and Research of Micro-Nano Mechatronics", Symposium on "Hyper Bio Assembler for 3D Cellular System Innovation").

@inproceedings{96873d829d334000b7a8c8e2af05e428,

title = "Building automation tools to calculate trichloroethylene level in human liver using - Case study: Images of white mouse liver",

abstract = "Trichloroethylene (TRI) is chlorinated solvent which has been used in various materials for industrial and daily task, such as dry-cleaners, ink composer, and medicine ingredients. It's has been known that TRI can penetrate human liver, and prolong exposure can evoke permanent damage to liver or cancer. In this research, we tried to create an automation tool that can help us analyzed and predict TRI level in human liver. The prediction will be based on liver images which analyzed using FCM, BPNNs, FLVQ, or FLVQ-PSO. In this research, the images of white mice liver that have been exposed to TRI are used. Our experiments show that the best accuracy achieved by BPNNs and 45 features from images which have been processed with KPCA. This combination accuracy is 99.12\%.",

author = "A. Febrian and \{Matul I.\}, Elly and \{Agus S.\}, \{I. Md\} and M. Fajar and Wisnu Jatmiko and Ramdhan, \{Doni Hikmat\} and A. Bowolakso and Petrus Mursanto",

year = "2012",

month = jul,

day = "6",

doi = "10.1109/MHS.2011.6102211",

language = "English",

isbn = "9781457713613",

series = "2011 Int. Symp. on Micro-NanoMechatronics and Human Science, Symp. on {"}COE for Education and Research of Micro-Nano Mechatronics{"}, Symposium on {"}Hyper Bio Assembler for 3D Cellular System Innovation{"}",

pages = "373--378",

booktitle = "2011 Int. Symp. on Micro-NanoMechatronics and Human Science, Symp. on {"}COE for Education and Research of Micro-Nano Mechatronics{"}, Symposium on {"}Hyper Bio Assembler for 3D Cellular System Innovation{"}",

note = "22nd Annual Symp. on Micro-Nano Mechatronics and Human Science, MHS 2011, Held Jointly with the Symp. on COE for Education and Research of Micro-Nano Mechatronics, Micro-Nano GCOE 2011, Symp. on Hyper Bio Assembler for 3D Cellular System Innovation ; Conference date: 06-11-2011 Through 09-11-2011",

}

Febrian, A, Matul I., E, Agus S., IM, Fajar, M, Jatmiko, W , Ramdhan, DH, Bowolakso, A & Mursanto, P 2012, Building automation tools to calculate trichloroethylene level in human liver using - Case study: Images of white mouse liver. in 2011 Int. Symp. on Micro-NanoMechatronics and Human Science, Symp. on "COE for Education and Research of Micro-Nano Mechatronics", Symposium on "Hyper Bio Assembler for 3D Cellular System Innovation"., 6102211, 2011 Int. Symp. on Micro-NanoMechatronics and Human Science, Symp. on "COE for Education and Research of Micro-Nano Mechatronics", Symposium on "Hyper Bio Assembler for 3D Cellular System Innovation", pp. 373-378, 22nd Annual Symp. on Micro-Nano Mechatronics and Human Science, MHS 2011, Held Jointly with the Symp. on COE for Education and Research of Micro-Nano Mechatronics, Micro-Nano GCOE 2011, Symp. on Hyper Bio Assembler for 3D Cellular System Innovation, Nagoya, Japan, 6/11/11. https://doi.org/10.1109/MHS.2011.6102211

Building automation tools to calculate trichloroethylene level in human liver using - Case study: Images of white mouse liver. / Febrian, A.; Matul I., Elly; Agus S., I. Md et al.
2011 Int. Symp. on Micro-NanoMechatronics and Human Science, Symp. on "COE for Education and Research of Micro-Nano Mechatronics", Symposium on "Hyper Bio Assembler for 3D Cellular System Innovation". 2012. p. 373-378 6102211 (2011 Int. Symp. on Micro-NanoMechatronics and Human Science, Symp. on "COE for Education and Research of Micro-Nano Mechatronics", Symposium on "Hyper Bio Assembler for 3D Cellular System Innovation").

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Building automation tools to calculate trichloroethylene level in human liver using - Case study

T2 - 22nd Annual Symp. on Micro-Nano Mechatronics and Human Science, MHS 2011, Held Jointly with the Symp. on COE for Education and Research of Micro-Nano Mechatronics, Micro-Nano GCOE 2011, Symp. on Hyper Bio Assembler for 3D Cellular System Innovation

AU - Febrian, A.

AU - Matul I., Elly

AU - Agus S., I. Md

AU - Fajar, M.

AU - Jatmiko, Wisnu

AU - Ramdhan, Doni Hikmat

AU - Bowolakso, A.

AU - Mursanto, Petrus

PY - 2012/7/6

Y1 - 2012/7/6

N2 - Trichloroethylene (TRI) is chlorinated solvent which has been used in various materials for industrial and daily task, such as dry-cleaners, ink composer, and medicine ingredients. It's has been known that TRI can penetrate human liver, and prolong exposure can evoke permanent damage to liver or cancer. In this research, we tried to create an automation tool that can help us analyzed and predict TRI level in human liver. The prediction will be based on liver images which analyzed using FCM, BPNNs, FLVQ, or FLVQ-PSO. In this research, the images of white mice liver that have been exposed to TRI are used. Our experiments show that the best accuracy achieved by BPNNs and 45 features from images which have been processed with KPCA. This combination accuracy is 99.12%.

AB - Trichloroethylene (TRI) is chlorinated solvent which has been used in various materials for industrial and daily task, such as dry-cleaners, ink composer, and medicine ingredients. It's has been known that TRI can penetrate human liver, and prolong exposure can evoke permanent damage to liver or cancer. In this research, we tried to create an automation tool that can help us analyzed and predict TRI level in human liver. The prediction will be based on liver images which analyzed using FCM, BPNNs, FLVQ, or FLVQ-PSO. In this research, the images of white mice liver that have been exposed to TRI are used. Our experiments show that the best accuracy achieved by BPNNs and 45 features from images which have been processed with KPCA. This combination accuracy is 99.12%.

UR - https://www.scopus.com/pages/publications/84863335213

U2 - 10.1109/MHS.2011.6102211

DO - 10.1109/MHS.2011.6102211

M3 - Conference contribution

SN - 9781457713613

T3 - 2011 Int. Symp. on Micro-NanoMechatronics and Human Science, Symp. on "COE for Education and Research of Micro-Nano Mechatronics", Symposium on "Hyper Bio Assembler for 3D Cellular System Innovation"

SP - 373

EP - 378

BT - 2011 Int. Symp. on Micro-NanoMechatronics and Human Science, Symp. on "COE for Education and Research of Micro-Nano Mechatronics", Symposium on "Hyper Bio Assembler for 3D Cellular System Innovation"

Y2 - 6 November 2011 through 9 November 2011

ER -

Febrian A, Matul I. E, Agus S. IM, Fajar M, Jatmiko W , Ramdhan DH et al. Building automation tools to calculate trichloroethylene level in human liver using - Case study: Images of white mouse liver. In 2011 Int. Symp. on Micro-NanoMechatronics and Human Science, Symp. on "COE for Education and Research of Micro-Nano Mechatronics", Symposium on "Hyper Bio Assembler for 3D Cellular System Innovation". 2012. p. 373-378. 6102211. (2011 Int. Symp. on Micro-NanoMechatronics and Human Science, Symp. on "COE for Education and Research of Micro-Nano Mechatronics", Symposium on "Hyper Bio Assembler for 3D Cellular System Innovation"). doi: 10.1109/MHS.2011.6102211

Building automation tools to calculate trichloroethylene level in human liver using - Case study: Images of white mouse liver

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