A Fuzzy Approach to Determining Critical Factors of Diabetic Retinopathy and Enhancing Data Classification Accuracy

Yo-Ping Huang; Haobijam Basanta; Tzu-Hao Wang; Hung-Chou Kuo; Wei-Chi Wu

doi:10.1007/s40815-019-00668-0

A Fuzzy Approach to Determining Critical Factors of Diabetic Retinopathy and Enhancing Data Classification Accuracy

Yo-Ping Huang
, Haobijam Basanta
, Tzu-Hao Wang
, Hung-Chou Kuo
, Wei-Chi Wu

School of Traditional Chinese Medicine

Research output: Contribution to journal › Journal Article › peer-review

9 Scopus citations

Original language	American English
Pages (from-to)	1844-1857
Journal	International Journal of Fuzzy Systems
Volume	21
Issue number	6
DOIs	https://doi.org/10.1007/s40815-019-00668-0
State	Published - 2019

UN SDGs

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

SDG 3 Good Health and Well-being

Keywords

Diabetic retinopathy (DR)
Fuzzy analytical network process (FANP)
Fuzzy neural network
Classification accuracy
Data classification
Detection and diagnosis
Diabetes mellitus
Diabetic retinopathy
Euclidian distance
Fuzzy analytical network process
Visual impairment

Access to Document

10.1007/s40815-019-00668-0

Cite this

@article{e919bb587a474b4eae27d01f5aa590d2,

title = "A Fuzzy Approach to Determining Critical Factors of Diabetic Retinopathy and Enhancing Data Classification Accuracy",

keywords = "Diabetic retinopathy (DR), Fuzzy analytical network process (FANP), Fuzzy neural network, Classification accuracy, Data classification, Detection and diagnosis, Diabetes mellitus, Diabetic retinopathy, Euclidian distance, Fuzzy analytical network process, Visual impairment",

author = "Yo-Ping Huang and Haobijam Basanta and Tzu-Hao Wang and Hung-Chou Kuo and Wei-Chi Wu",

year = "2019",

doi = "10.1007/s40815-019-00668-0",

language = "American English",

volume = "21",

pages = "1844--1857",

journal = "International Journal of Fuzzy Systems",

issn = "1562-2479",

publisher = "Springer International Publishing AG",

number = "6",

}

TY - JOUR

T1 - A Fuzzy Approach to Determining Critical Factors of Diabetic Retinopathy and Enhancing Data Classification Accuracy

AU - Huang, Yo-Ping

AU - Basanta, Haobijam

AU - Wang, Tzu-Hao

AU - Kuo, Hung-Chou

AU - Wu, Wei-Chi

PY - 2019

Y1 - 2019

KW - Diabetic retinopathy (DR)

KW - Fuzzy analytical network process (FANP)

KW - Fuzzy neural network

KW - Classification accuracy

KW - Data classification

KW - Detection and diagnosis

KW - Diabetes mellitus

KW - Diabetic retinopathy

KW - Euclidian distance

KW - Fuzzy analytical network process

KW - Visual impairment

U2 - 10.1007/s40815-019-00668-0

DO - 10.1007/s40815-019-00668-0

M3 - Journal Article

SN - 1562-2479

VL - 21

SP - 1844

EP - 1857

JO - International Journal of Fuzzy Systems

JF - International Journal of Fuzzy Systems

IS - 6

ER -