Development of group's signature for evaluation of skin cancer in mice caused by ultraviolet radiation

R. R. Hashemi; M. Bahar; A. Tyler; A. Bahrami; N. Tang; W. Hinson

doi:10.1109/ITCC.2003.1197601

Development of group's signature for evaluation of skin cancer in mice caused by ultraviolet radiation

R. R. Hashemi
, M. Bahar
, A. Tyler
, A. Bahrami
, N. Tang
, W. Hinson

Computer Science

Research output: Contribution to book or proceeding › Conference article › peer-review

Abstract

In this research effort, the effect of UVC (260 nm) on the skin of one month old Balb/c mice exposed for a total of 100 hours is studied. The goal is to identify those independent variables in the experimental group that have a significant change in their measurements in compare to the measurements of their counterparts in the control group. To meet the goal, we create signatures for both experimental and control groups using the Kohonen self-organizing map. The comparison of signatures to each other delivers the significant changes in the independent variables between the two groups. The findings are compared with another set of findings obtained from using analysis of variance. The results reveal that using signature approach that is created based on the SOM methodology, is a viable tool for this type of analysis.

Original language	English
Title of host publication	Proceedings - ITCC 2003, International Conference on Information Technology
Subtitle of host publication	Computers and Communications
Editors	Pradip K. Srimani, Wolf Bein, Ray Hashemi, Elaine Lawrence, Mario Cannataro, Emma Regentova, Amanda Spink
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	617-620
Number of pages	4
ISBN (Electronic)	0769519164, 9780769519166
DOIs	https://doi.org/10.1109/ITCC.2003.1197601
State	Published - 2003
Event	International Conference on Information Technology: Computers and Communications, ITCC 2003 - Las Vegas, United States Duration: Apr 28 2003 → Apr 30 2003

Publication series

Name	Proceedings ITCC 2003, International Conference on Information Technology: Computers and Communications

Conference

Conference	International Conference on Information Technology: Computers and Communications, ITCC 2003
Country/Territory	United States
City	Las Vegas
Period	04/28/03 → 04/30/03

UN SDGs

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

SDG 3 Good Health and Well-being

Scopus Subject Areas

Media Technology
Computer Networks and Communications
Software
Computer Science Applications
Information Systems

Keywords

Group Signature
Self-Organizing Map
Signature Validation
Skin Cancer
Ultraviolet Radiation

Access to Document

10.1109/ITCC.2003.1197601

Cite this

Hashemi, R. R., Bahar, M., Tyler, A., Bahrami, A., Tang, N., & Hinson, W. (2003). Development of group's signature for evaluation of skin cancer in mice caused by ultraviolet radiation. In P. K. Srimani, W. Bein, R. Hashemi, E. Lawrence, M. Cannataro, E. Regentova, & A. Spink (Eds.), Proceedings - ITCC 2003, International Conference on Information Technology: Computers and Communications (pp. 617-620). Article 1197601 (Proceedings ITCC 2003, International Conference on Information Technology: Computers and Communications). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ITCC.2003.1197601

Hashemi, R. R. ; Bahar, M. ; Tyler, A. et al. / Development of group's signature for evaluation of skin cancer in mice caused by ultraviolet radiation. Proceedings - ITCC 2003, International Conference on Information Technology: Computers and Communications. editor / Pradip K. Srimani ; Wolf Bein ; Ray Hashemi ; Elaine Lawrence ; Mario Cannataro ; Emma Regentova ; Amanda Spink. Institute of Electrical and Electronics Engineers Inc., 2003. pp. 617-620 (Proceedings ITCC 2003, International Conference on Information Technology: Computers and Communications).

@inproceedings{f600d77886f345e98f31f3662c11241e,

title = "Development of group's signature for evaluation of skin cancer in mice caused by ultraviolet radiation",

abstract = "In this research effort, the effect of UVC (260 nm) on the skin of one month old Balb/c mice exposed for a total of 100 hours is studied. The goal is to identify those independent variables in the experimental group that have a significant change in their measurements in compare to the measurements of their counterparts in the control group. To meet the goal, we create signatures for both experimental and control groups using the Kohonen self-organizing map. The comparison of signatures to each other delivers the significant changes in the independent variables between the two groups. The findings are compared with another set of findings obtained from using analysis of variance. The results reveal that using signature approach that is created based on the SOM methodology, is a viable tool for this type of analysis.",

keywords = "Group Signature, Self-Organizing Map, Signature Validation, Skin Cancer, Ultraviolet Radiation",

author = "Hashemi, \{R. R.\} and M. Bahar and A. Tyler and A. Bahrami and N. Tang and W. Hinson",

note = "Publisher Copyright: {\textcopyright} 2003 IEEE.; International Conference on Information Technology: Computers and Communications, ITCC 2003 ; Conference date: 28-04-2003 Through 30-04-2003",

year = "2003",

doi = "10.1109/ITCC.2003.1197601",

language = "English",

series = "Proceedings ITCC 2003, International Conference on Information Technology: Computers and Communications",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "617--620",

editor = "Srimani, \{Pradip K.\} and Wolf Bein and Ray Hashemi and Elaine Lawrence and Mario Cannataro and Emma Regentova and Amanda Spink",

booktitle = "Proceedings - ITCC 2003, International Conference on Information Technology",

address = "United States",

}

Hashemi, RR, Bahar, M, Tyler, A, Bahrami, A, Tang, N & Hinson, W 2003, Development of group's signature for evaluation of skin cancer in mice caused by ultraviolet radiation. in PK Srimani, W Bein, R Hashemi, E Lawrence, M Cannataro, E Regentova & A Spink (eds), Proceedings - ITCC 2003, International Conference on Information Technology: Computers and Communications., 1197601, Proceedings ITCC 2003, International Conference on Information Technology: Computers and Communications, Institute of Electrical and Electronics Engineers Inc., pp. 617-620, International Conference on Information Technology: Computers and Communications, ITCC 2003, Las Vegas, United States, 04/28/03. https://doi.org/10.1109/ITCC.2003.1197601

Development of group's signature for evaluation of skin cancer in mice caused by ultraviolet radiation. / Hashemi, R. R.; Bahar, M.; Tyler, A. et al.
Proceedings - ITCC 2003, International Conference on Information Technology: Computers and Communications. ed. / Pradip K. Srimani; Wolf Bein; Ray Hashemi; Elaine Lawrence; Mario Cannataro; Emma Regentova; Amanda Spink. Institute of Electrical and Electronics Engineers Inc., 2003. p. 617-620 1197601 (Proceedings ITCC 2003, International Conference on Information Technology: Computers and Communications).

Research output: Contribution to book or proceeding › Conference article › peer-review

TY - GEN

T1 - Development of group's signature for evaluation of skin cancer in mice caused by ultraviolet radiation

AU - Hashemi, R. R.

AU - Bahar, M.

AU - Tyler, A.

AU - Bahrami, A.

AU - Tang, N.

AU - Hinson, W.

PY - 2003

Y1 - 2003

N2 - In this research effort, the effect of UVC (260 nm) on the skin of one month old Balb/c mice exposed for a total of 100 hours is studied. The goal is to identify those independent variables in the experimental group that have a significant change in their measurements in compare to the measurements of their counterparts in the control group. To meet the goal, we create signatures for both experimental and control groups using the Kohonen self-organizing map. The comparison of signatures to each other delivers the significant changes in the independent variables between the two groups. The findings are compared with another set of findings obtained from using analysis of variance. The results reveal that using signature approach that is created based on the SOM methodology, is a viable tool for this type of analysis.

AB - In this research effort, the effect of UVC (260 nm) on the skin of one month old Balb/c mice exposed for a total of 100 hours is studied. The goal is to identify those independent variables in the experimental group that have a significant change in their measurements in compare to the measurements of their counterparts in the control group. To meet the goal, we create signatures for both experimental and control groups using the Kohonen self-organizing map. The comparison of signatures to each other delivers the significant changes in the independent variables between the two groups. The findings are compared with another set of findings obtained from using analysis of variance. The results reveal that using signature approach that is created based on the SOM methodology, is a viable tool for this type of analysis.

KW - Group Signature

KW - Self-Organizing Map

KW - Signature Validation

KW - Skin Cancer

KW - Ultraviolet Radiation

UR - https://www.scopus.com/pages/publications/84978922911

U2 - 10.1109/ITCC.2003.1197601

DO - 10.1109/ITCC.2003.1197601

M3 - Conference article

AN - SCOPUS:84978922911

T3 - Proceedings ITCC 2003, International Conference on Information Technology: Computers and Communications

SP - 617

EP - 620

BT - Proceedings - ITCC 2003, International Conference on Information Technology

A2 - Srimani, Pradip K.

A2 - Bein, Wolf

A2 - Hashemi, Ray

A2 - Lawrence, Elaine

A2 - Cannataro, Mario

A2 - Regentova, Emma

A2 - Spink, Amanda

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - International Conference on Information Technology: Computers and Communications, ITCC 2003

Y2 - 28 April 2003 through 30 April 2003

ER -

Hashemi RR, Bahar M, Tyler A, Bahrami A, Tang N, Hinson W. Development of group's signature for evaluation of skin cancer in mice caused by ultraviolet radiation. In Srimani PK, Bein W, Hashemi R, Lawrence E, Cannataro M, Regentova E, Spink A, editors, Proceedings - ITCC 2003, International Conference on Information Technology: Computers and Communications. Institute of Electrical and Electronics Engineers Inc. 2003. p. 617-620. 1197601. (Proceedings ITCC 2003, International Conference on Information Technology: Computers and Communications). doi: 10.1109/ITCC.2003.1197601

Development of group's signature for evaluation of skin cancer in mice caused by ultraviolet radiation

Abstract

Publication series

Conference

UN SDGs

Scopus Subject Areas

Keywords

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