Evaluation of Rgp Contact Lens Fitting in Keratoconus Patients Using Hierarchical Fuzzy Model and Genetic Algorithms

Evaluation of Rgp Contact Lens Fitting in Keratoconus Patients Using Hierarchical Fuzzy Model and Genetic Algorithms Publisher Pubmed

Falahati Marvast F¹ ; Arabalibeik H² ; Alipour F³ ; Sheikhtaheri A⁴ ; Nouri L³ ; Soozande M² ; Yarmahmoodi M²

Show Affiliations

1. Medical Informatics Department, School of Allied Medical Sciences, Tehran University of Medical Sciences, Tehran, Iran
2. Research Centre for Biomedical Technology and Robotics (RCBTR), Tehran University of Medical Sciences, IK Hospital Complex, Keshavarz Blvd, Tehran, Iran
3. Farabi Eye Hospital, Tehran University of Medical Sciences, Tehran, Iran
4. Health Information Management Department, School of Health Management and Information Science, Iran University of Medical Sciences, Tehran, Iran

Source: Studies in Health Technology and Informatics Published:2016

Abstract

Keratoconus is a progressive non-inflammatory disease of the cornea. Rigid gas permeable contact lenses (RGPs) are prescribed when the disease progresses. Contact lens fitting and assessment is very difficult in these patients and is a concern of ophthalmologists and optometrists. In this study, a hierarchical fuzzy system is used to capture the expertise of experienced ophthalmologists during the lens evaluation phase of prescription. The system is fine-tuned using genetic algorithms. Sensitivity, specificity and accuracy of the final system are 88.9%, 94.4% and 92.6% respectively. © 2016 The authors and IOS Press. All rights reserved.

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Hossein Arabalibeik (1)

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Style	Citing Format
MLA	Falahati Marvast F, et al.. "Evaluation of Rgp Contact Lens Fitting in Keratoconus Patients Using Hierarchical Fuzzy Model and Genetic Algorithms." Studies in Health Technology and Informatics, vol. 220, no. , 2016, pp. 124-129.
APA	Falahati Marvast F, Arabalibeik H, Alipour F, Sheikhtaheri A, Nouri L, Soozande M, Yarmahmoodi M (2016). Evaluation of Rgp Contact Lens Fitting in Keratoconus Patients Using Hierarchical Fuzzy Model and Genetic Algorithms. Studies in Health Technology and Informatics, 220(), 124-129.
Chicago	Falahati Marvast F, Arabalibeik H, Alipour F, Sheikhtaheri A, Nouri L, Soozande M, Yarmahmoodi M. "Evaluation of Rgp Contact Lens Fitting in Keratoconus Patients Using Hierarchical Fuzzy Model and Genetic Algorithms." Studies in Health Technology and Informatics 220, no. (2016): 124-129.
Harvard	Falahati Marvast F et al. (2016) 'Evaluation of Rgp Contact Lens Fitting in Keratoconus Patients Using Hierarchical Fuzzy Model and Genetic Algorithms', Studies in Health Technology and Informatics, 220(), pp. 124-129.
Vancouver	Falahati Marvast F, Arabalibeik H, Alipour F, Sheikhtaheri A, Nouri L, Soozande M, et al.. Evaluation of Rgp Contact Lens Fitting in Keratoconus Patients Using Hierarchical Fuzzy Model and Genetic Algorithms. Studies in Health Technology and Informatics. 2016;220():124-129.
BibTex	@article{ author = {Falahati Marvast F and Arabalibeik H and Alipour F and Sheikhtaheri A and Nouri L and Soozande M and Yarmahmoodi M}, title = {Evaluation of Rgp Contact Lens Fitting in Keratoconus Patients Using Hierarchical Fuzzy Model and Genetic Algorithms}, journal = {Studies in Health Technology and Informatics}, volume = {220}, number = {}, pages = {124-129}, year = {2016} }
RIS	TY - JOUR AU - Falahati Marvast F AU - Arabalibeik H AU - Alipour F AU - Sheikhtaheri A AU - Nouri L AU - Soozande M AU - Yarmahmoodi M TI - Evaluation of Rgp Contact Lens Fitting in Keratoconus Patients Using Hierarchical Fuzzy Model and Genetic Algorithms JO - Studies in Health Technology and Informatics VL - 220 IS - SP - 124 EP - 129 PY - 2016 ER -

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