FASTER–RCNN for Skin Burn Analysis and Tissue Regeneration
نویسندگان
چکیده
Skin is the largest body organ that prone to environment most specifically. Therefore skin susceptible many damages, including burn damage. Burns can endanger life and are linked high morbidity mortality rates. Effective diagnosis with help of accurate zone wound depth evaluation important for clinical efficacy. The following characteristics associated wound, such as healing, infection, painand stress keloid formation. Tissue regeneration also takes a significant amount time formation while considering healing after injury. Deep neural networks automatically assist in extraction features from image. In our approach analysis tissue we use Faster RCNN (Regional Convolutional Neural Network), which based on their severity wound. success rates cure burning injuries be dramatically increased different replacements. Our objective analyze deep learning techniques may classify wounds superficial, partial complete thickness, treating more accurately. application effectively classifies without first degree, second third degree confusion, thus providing suitable solution wounds. advancement field profound training offers an path processing trauma.
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ژورنال
عنوان ژورنال: Computer systems science and engineering
سال: 2022
ISSN: ['0267-6192']
DOI: https://doi.org/10.32604/csse.2022.021086