A System for Wound Evaluation Support Using Depth and Image Sensors
| العنوان: | A System for Wound Evaluation Support Using Depth and Image Sensors |
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| المؤلفون: | Ryotaro Watanabe, Keisuke Shima, Taiki Horiuchi, Takeshi Shimizu, Takayuki Mukaeda, Koji Shimatani |
| المصدر: | Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2021 |
| سنة النشر: | 2021 |
| مصطلحات موضوعية: | Image Processing, Computer-Assisted, Neural Networks, Computer |
| الوصف: | This paper proposes an evaluation/treatment sup-port system enabling automatic determination of wound evaluation indices from RGB-depth images and fully convolutional networks (FCNs). Segmentation experiments based on wound images and surface area determination experiments based on artificial images showed reduced errors and smaller parameters/higher levels of tissue classification than with previous approaches (proposed: 65.8 %; conventional: 60.2 %), thereby demonstrating the effectiveness of the technique. |
| تدمد: | 2694-0604 |
| الوصول الحر: | https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c75e58f1364be9cf68c8735162aa3f17Test https://pubmed.ncbi.nlm.nih.gov/34892042Test |
| حقوق: | CLOSED |
| رقم الانضمام: | edsair.doi.dedup.....c75e58f1364be9cf68c8735162aa3f17 |
| قاعدة البيانات: | OpenAIRE |
| تدمد: | 26940604 |
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