Please use this identifier to cite or link to this item: https://hdl.handle.net/10356/149989
Title: Automatic evaluation of stratum basale and dermal papillae using ultrahigh resolution optical coherence tomography
Authors: Xie, Jun
Hao, Tian
Li, Chengxin
Wang, Xianghong
Yu, Xiaojun
Liu, Linbo
Keywords: Engineering::Electrical and electronic engineering
Issue Date: 2019
Source: Xie, J., Hao, T., Li, C., Wang, X., Yu, X. & Liu, L. (2019). Automatic evaluation of stratum basale and dermal papillae using ultrahigh resolution optical coherence tomography. Biomedical Signal Processing and Control, 53, 101527-. https://dx.doi.org/10.1016/j.bspc.2019.04.004
Project: 2018-T1- 001-144
H17/01/a0/008
Journal: Biomedical Signal Processing and Control
Abstract: Diagnosis of many skin conditions requires evaluation of dermal papillae and stratum basale, such as vitiligo. In clinical practice, imaging dermal papillae structures relies on excisional biopsy followed by histological processing and analysis. As biopsy is invasive and associated with complications, a noninvasive imaging method such as optical coherence tomography (OCT) can complement the existing method by enabling large area scanning. However, because OCT image analysis requires training and it takes time to review OCT images from large skin areas, an automatic evaluation method is preferred to reduce the workload and avoid ‘sampling errors’ during image analysis. Here we report an automatic method to enhance and detect dermal papillae and stratum basale in ultrahigh resolution OCT images. A high detection accuracy is achieved by rejecting image artifacts using a surface flattening algorithm and an artifact recognition algorithm. We further demonstrated the efficacy of this automatic method in detecting vitiligo in human subjects.
URI: https://hdl.handle.net/10356/149989
ISSN: 1746-8094
DOI: 10.1016/j.bspc.2019.04.004
Rights: © 2019 Elsevier Ltd. All rights reserved. This paper was published in Biomedical Signal Processing and Control and is made available with permission of Elsevier Ltd.
Fulltext Permission: open
Fulltext Availability: With Fulltext
Appears in Collections:EEE Journal Articles

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