DESIGNING AN INTELLIGENT CLINICAL DECISION SUPPORT SYSTEM TO DIAGNOSE PRESCHOOLERS AT RISK FOR DYSLEXIA OR READING DISORDER

Q: How can I download an article?

To download an article from SID, first log in to the site, search for the article title, and click on the 'Download Article' option.

Q: How can I download an ISI article?

To download an ISI article on SID, enter the keyword or article title in the search bar, view the relevant results, click on the desired article, and select the 'Download Article' option.

Q: How can I access the SID database?

To access the SID database, visit SID.ir, create an account, and log in to access scientific resources.

Q: Is downloading articles from SID free?

Some articles on SID are available for free, while others require payment. Details are specified on the article's page.

DELAVARIAN MONA; AFROOZ GHOLAM ALI

مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

Journal Paper

Paper Information

Journal: JOURNAL OF EXCEPTIONAL CHILDREN EMPOWERMENT Year:2016 | Volume:7 | Issue:18 Page(s): 88-95

Download Full-Text

Persian Verion

View:

610

Download:

Cites:

Information Journal Paper

Title

DESIGNING AN INTELLIGENT CLINICAL DECISION SUPPORT SYSTEM TO DIAGNOSE PRESCHOOLERS AT RISK FOR DYSLEXIA OR READING DISORDER

Author(s)

DELAVARIAN MONA | AFROOZ GHOLAM ALI | Issue Writer Certificate

Keywords

AT RISK CHILDRENQ1

CLINICAL DECISION SUPPORT SYSTEMQ1

DYSLEXIAQ1

EARLY DIAGNOSISQ1

MULTILAYER PERCEPTRON ARTIFICIAL NEURAL NETWORKQ2

Abstract

Aim: The aim of this research was to develop and implementation of an intelligent decision support system, through computerized neuro-cognitive program which was designed by Delavarian et al. in order to identify preschoolers at risk for DYSLEXIA.Method: This research isa type of “research and development”, in terms of its goal, and it is a kind of descriptive research, assessment and diagnostic, in terms of its data collection method. The computerized neuro-cognitive program is a program which focuseson dyslexics’ neuro-cognitive impairments due to some neural networks and circuits’dysfunctions and alterations, and the components of information processing theory and executive functions and the efficacy of this program was proven. The program was executed with preschoolers who were selected with cluster random sampling method. Then, these data were applied in designing a decision support system.Results: the average accuracy of the designed multilayer perceptron neural network, was reached to 94.40% and the network’s sensitivity and specificity in diagnosis of preschoolers at risk for DYSLEXIA obtained 90.27 and 95.28%, respectively.Conclusion: According to the high validity and reliability of the neuro-cognitive program and the high accuracy and sensitivity of the designed decision support system, the mentioned system could be used in EARLY DIAGNOSIS of at risk preschoolers, before entering to elementary school.

Cites

No record.

References

No record.

Cite

APA: Copy

DELAVARIAN, MONA, & AFROOZ, GHOLAM ALI. (2016). DESIGNING AN INTELLIGENT CLINICAL DECISION SUPPORT SYSTEM TO DIAGNOSE PRESCHOOLERS AT RISK FOR DYSLEXIA OR READING DISORDER. JOURNAL OF EXCEPTIONAL CHILDREN EMPOWERMENT, 7(18), 88-95. SID. https://sid.ir/paper/262460/en

Vancouver: Copy

DELAVARIAN MONA, AFROOZ GHOLAM ALI. DESIGNING AN INTELLIGENT CLINICAL DECISION SUPPORT SYSTEM TO DIAGNOSE PRESCHOOLERS AT RISK FOR DYSLEXIA OR READING DISORDER. JOURNAL OF EXCEPTIONAL CHILDREN EMPOWERMENT[Internet]. 2016;7(18):88-95. Available from: https://sid.ir/paper/262460/en

IEEE: Copy

MONA DELAVARIAN, and GHOLAM ALI AFROOZ, “DESIGNING AN INTELLIGENT CLINICAL DECISION SUPPORT SYSTEM TO DIAGNOSE PRESCHOOLERS AT RISK FOR DYSLEXIA OR READING DISORDER,” JOURNAL OF EXCEPTIONAL CHILDREN EMPOWERMENT, vol. 7, no. 18, pp. 88–95, 2016, [Online]. Available: https://sid.ir/paper/262460/en

Related Journal Papers