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Deep Learning-Based OCT Segmentation for Stiffness Quantification in Evaluating Low-Level Laser Therapy for Wound Healing.

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Title: Deep Learning-Based OCT Segmentation for Stiffness Quantification in Evaluating Low-Level Laser Therapy for Wound Healing.
Authors: Ramadhan GT; Department of Informatics, Tiga Serangkai University, Surakarta, Indonesia., Jan YK; Rehabilitation Engineering Lab, Department of Health and Kinesiology, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA., Liau BY; Department of Automatic Control Engineering, Feng Chia University, Taichung, Taiwan., Cheng HT; Division of Plastic and Reconstructive Surgery, Department of Surgery, Asia University Hospital, Asia University College of Medical and Health Science, Taichung, Taiwan.; Department of Food Nutrition and Health Biotechnology, Asia University, Taichung, Taiwan., Shen WC; Department of Creative Product Design, Asia University, Taichung, Taiwan., Tai CC; School of Public Health, College of Public Health, Taipei Medical University, Taipei, Taiwan., Pravin SC; School of Electronics Engineering, Vellore Institute of Technology, Chennai, India., Venkataramani K; School of Electronics Engineering, Vellore Institute of Technology, Chennai, India., Lee WC; School of Mechanical, Materials, Mechatronics and Biomedical Engineering, University of Wollongong, Wollongong, Australia., Ching CTS; Graduate Institute of Biomedical Engineering, National Chung Hsing University, Taichung, Taiwan., Lung CW; Rehabilitation Engineering Lab, Department of Health and Kinesiology, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA.; Department of Creative Product Design, Asia University, Taichung, Taiwan.
Source: Journal of biophotonics [J Biophotonics] 2026 Jun; Vol. 19 (6), pp. e70291.
Publication Type: Journal Article; Randomized Controlled Trial
Journal Info: Publisher: Wiley-VCH Country of Publication: Germany NLM ID: 101318567 Publication Model: Print Cited Medium: Internet ISSN: 1864-0648 (Electronic) Linking ISSN: 1864063X NLM ISO Abbreviation: J Biophotonics Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Ramadhan+GT%22">Ramadhan GT</searchLink>; Department of Informatics, Tiga Serangkai University, Surakarta, Indonesia.<br /><searchLink fieldCode="AU" term="%22Jan+YK%22">Jan YK</searchLink>; Rehabilitation Engineering Lab, Department of Health and Kinesiology, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA.<br /><searchLink fieldCode="AU" term="%22Liau+BY%22">Liau BY</searchLink>; Department of Automatic Control Engineering, Feng Chia University, Taichung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Cheng+HT%22">Cheng HT</searchLink>; Division of Plastic and Reconstructive Surgery, Department of Surgery, Asia University Hospital, Asia University College of Medical and Health Science, Taichung, Taiwan.; Department of Food Nutrition and Health Biotechnology, Asia University, Taichung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Shen+WC%22">Shen WC</searchLink>; Department of Creative Product Design, Asia University, Taichung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Tai+CC%22">Tai CC</searchLink>; School of Public Health, College of Public Health, Taipei Medical University, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Pravin+SC%22">Pravin SC</searchLink>; School of Electronics Engineering, Vellore Institute of Technology, Chennai, India.<br /><searchLink fieldCode="AU" term="%22Venkataramani+K%22">Venkataramani K</searchLink>; School of Electronics Engineering, Vellore Institute of Technology, Chennai, India.<br /><searchLink fieldCode="AU" term="%22Lee+WC%22">Lee WC</searchLink>; School of Mechanical, Materials, Mechatronics and Biomedical Engineering, University of Wollongong, Wollongong, Australia.<br /><searchLink fieldCode="AU" term="%22Ching+CTS%22">Ching CTS</searchLink>; Graduate Institute of Biomedical Engineering, National Chung Hsing University, Taichung, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lung+CW%22">Lung CW</searchLink>; Rehabilitation Engineering Lab, Department of Health and Kinesiology, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA.; Department of Creative Product Design, Asia University, Taichung, Taiwan.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Wiley-VCH%22">Wiley-VCH </searchLink><i>Country of Publication: </i>Germany <i>NLM ID: </i>101318567 <i>Publication Model: </i>Print <i>Cited Medium: </i>Internet <i>ISSN: </i>1864-0648 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%221864063X%22">1864063X </searchLink><i>NLM ISO Abbreviation: </i>J Biophotonics <i>Subsets: </i>MEDLINE
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        Value: 10.1002/jbio.70291
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        Text: English
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      – TitleFull: Deep Learning-Based OCT Segmentation for Stiffness Quantification in Evaluating Low-Level Laser Therapy for Wound Healing.
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            – D: 01
              M: 06
              Text: 2026 Jun
              Type: published
              Y: 2026
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