Use of Nonlinear Features for Automated Characterization of Suspicious Ovarian Tumors Using Ultrasound Images in Fuzzy Forest Framework

U. Rajendra Acharya; U. Rajendra Acharya; Ayesha Akter; Pradeep Chowriappa; Sumeet Dua; U. Raghavendra; Joel E. W. Koh; Jen Hong Tan; Sook Sam Leong; Anushya Vijayananthan; Yuki Hagiwara; Marlina Tanty Ramli; Kwan Hoong Ng

doi:10.1007/s40815-018-0456-9

Use of Nonlinear Features for Automated Characterization of Suspicious Ovarian Tumors Using Ultrasound Images in Fuzzy Forest Framework

U. Rajendra Acharya
, U. Rajendra Acharya
, Ayesha Akter
, Pradeep Chowriappa
, Sumeet Dua
, U. Raghavendra
, Joel E. W. Koh
, Jen Hong Tan
, Sook Sam Leong
, Anushya Vijayananthan
, Yuki Hagiwara
, Marlina Tanty Ramli
, Kwan Hoong Ng

University of Malaya
Ngee Ann Polytechnic
Louisiana Tech University
Manipal University
Universiti Teknologi MARA

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

Original language	English
Pages (from-to)	1385-1402
Number of pages	18
Journal	International Journal of Fuzzy Systems
Volume	20
Issue number	4
DOIs	https://doi.org/10.1007/s40815-018-0456-9
State	Published - Apr 1 2018

UN SDGs

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

SDG 3 Good Health and Well-being

ASJC Scopus Subject Areas

Theoretical Computer Science
Control and Systems Engineering
Software
Information Systems
Computational Theory and Mathematics
Artificial Intelligence

Keywords

Data complexity
Fuzzy forest
Ovarian cancer
Random forest
Releif-F
k-NN

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10.1007/s40815-018-0456-9License: Unspecified

Cite this

Acharya, U. R., Acharya, U. R., Akter, A., Chowriappa, P., Dua, S., Raghavendra, U., Koh, J. E. W., Tan, J. H., Leong, S. S., Vijayananthan, A., Hagiwara, Y., Ramli, M. T., & Ng, K. H. (2018). Use of Nonlinear Features for Automated Characterization of Suspicious Ovarian Tumors Using Ultrasound Images in Fuzzy Forest Framework. International Journal of Fuzzy Systems, 20(4), 1385-1402. https://doi.org/10.1007/s40815-018-0456-9

Acharya, UR, Acharya, UR, Akter, A, Chowriappa, P , Dua, S, Raghavendra, U, Koh, JEW, Tan, JH, Leong, SS, Vijayananthan, A, Hagiwara, Y, Ramli, MT & Ng, KH 2018, 'Use of Nonlinear Features for Automated Characterization of Suspicious Ovarian Tumors Using Ultrasound Images in Fuzzy Forest Framework', International Journal of Fuzzy Systems, vol. 20, no. 4, pp. 1385-1402. https://doi.org/10.1007/s40815-018-0456-9

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title = "Use of Nonlinear Features for Automated Characterization of Suspicious Ovarian Tumors Using Ultrasound Images in Fuzzy Forest Framework",

keywords = "Data complexity, Fuzzy forest, Ovarian cancer, Random forest, Releif-F, k-NN",

author = "Acharya, \{U. Rajendra\} and Acharya, \{U. Rajendra\} and Ayesha Akter and Pradeep Chowriappa and Sumeet Dua and U. Raghavendra and Koh, \{Joel E. W.\} and Tan, \{Jen Hong\} and Leong, \{Sook Sam\} and Anushya Vijayananthan and Yuki Hagiwara and Ramli, \{Marlina Tanty\} and Ng, \{Kwan Hoong\}",

note = "Publisher Copyright: {\textcopyright} 2018, Taiwan Fuzzy Systems Association and Springer-Verlag GmbH Germany, part of Springer Nature.",

year = "2018",

month = apr,

day = "1",

doi = "10.1007/s40815-018-0456-9",

language = "English",

volume = "20",

pages = "1385--1402",

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AU - Acharya, U. Rajendra

AU - Akter, Ayesha

AU - Chowriappa, Pradeep

AU - Dua, Sumeet

AU - Raghavendra, U.

AU - Koh, Joel E. W.

AU - Tan, Jen Hong

AU - Leong, Sook Sam

AU - Vijayananthan, Anushya

AU - Hagiwara, Yuki

AU - Ramli, Marlina Tanty

AU - Ng, Kwan Hoong

PY - 2018/4/1

Y1 - 2018/4/1

KW - Data complexity

KW - Fuzzy forest

KW - Ovarian cancer

KW - Random forest

KW - Releif-F

KW - k-NN

UR - https://www.scopus.com/pages/publications/85044289115

UR - https://www.scopus.com/pages/publications/85044289115#tab=citedBy

U2 - 10.1007/s40815-018-0456-9

DO - 10.1007/s40815-018-0456-9

M3 - Article

SN - 1562-2479

VL - 20

SP - 1385

EP - 1402

JO - International Journal of Fuzzy Systems

JF - International Journal of Fuzzy Systems

IS - 4

ER -

Use of Nonlinear Features for Automated Characterization of Suspicious Ovarian Tumors Using Ultrasound Images in Fuzzy Forest Framework

UN SDGs

ASJC Scopus Subject Areas

Keywords

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