An adaptive feature extraction model for classification of thyroid lesions in ultrasound images

Hatwib Mugasa; Sumeet Dua; Joel E.W. Koh; Yuki Hagiwara; Oh Shu Lih; Chakri Madla; Pailin Kongmebhol; Kwan Hoong Ng; U. Rajendra Acharya

doi:10.1016/j.patrec.2020.02.009

An adaptive feature extraction model for classification of thyroid lesions in ultrasound images

Hatwib Mugasa
, Sumeet Dua
, Joel E.W. Koh
, Yuki Hagiwara
, Oh Shu Lih
, Chakri Madla
, Pailin Kongmebhol
, Kwan Hoong Ng
, U. Rajendra Acharya

Louisiana Tech University
Ngee Ann Polytechnic
Faculty of Medicine, Chiang Mai University
University of Malaya
Asia University
Kumamoto University

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

Original language	English
Pages (from-to)	463-473
Number of pages	11
Journal	Pattern Recognition Letters
Volume	131
DOIs	https://doi.org/10.1016/j.patrec.2020.02.009
State	Published - Mar 2020
Externally published	Yes

ASJC Scopus Subject Areas

Software
Signal Processing
Computer Vision and Pattern Recognition
Artificial Intelligence

Keywords

Benign and malignant thyroid lesion
Computer-aided diagnosis system
Feature extraction
Image filtering
Image texture feature
Ultrasound

Access to Document

10.1016/j.patrec.2020.02.009

Cite this

@article{6894d81e7a8943119bd7849bacaef98f,

title = "An adaptive feature extraction model for classification of thyroid lesions in ultrasound images",

keywords = "Benign and malignant thyroid lesion, Computer-aided diagnosis system, Feature extraction, Image filtering, Image texture feature, Ultrasound",

author = "Hatwib Mugasa and Sumeet Dua and Koh, \{Joel E.W.\} and Yuki Hagiwara and Lih, \{Oh Shu\} and Chakri Madla and Pailin Kongmebhol and Ng, \{Kwan Hoong\} and Acharya, \{U. Rajendra\}",

note = "Publisher Copyright: {\textcopyright} 2020 Elsevier B.V.",

year = "2020",

month = mar,

doi = "10.1016/j.patrec.2020.02.009",

language = "English",

volume = "131",

pages = "463--473",

journal = "Pattern Recognition Letters",

issn = "0167-8655",

}

TY - JOUR

T1 - An adaptive feature extraction model for classification of thyroid lesions in ultrasound images

AU - Mugasa, Hatwib

AU - Dua, Sumeet

AU - Koh, Joel E.W.

AU - Hagiwara, Yuki

AU - Lih, Oh Shu

AU - Madla, Chakri

AU - Kongmebhol, Pailin

AU - Ng, Kwan Hoong

AU - Acharya, U. Rajendra

PY - 2020/3

Y1 - 2020/3

KW - Benign and malignant thyroid lesion

KW - Computer-aided diagnosis system

KW - Feature extraction

KW - Image filtering

KW - Image texture feature

KW - Ultrasound

UR - https://www.scopus.com/pages/publications/85079357186

UR - https://www.scopus.com/pages/publications/85079357186#tab=citedBy

U2 - 10.1016/j.patrec.2020.02.009

DO - 10.1016/j.patrec.2020.02.009

M3 - Article

AN - SCOPUS:85079357186

SN - 0167-8655

VL - 131

SP - 463

EP - 473

JO - Pattern Recognition Letters

JF - Pattern Recognition Letters

ER -

An adaptive feature extraction model for classification of thyroid lesions in ultrasound images

ASJC Scopus Subject Areas

Keywords

Access to Document

Other files and links

Fingerprint

Cite this