INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI)
Facial bone fractures necessitate prompt diagnosis and treatment to prevent complications and long-term sequelae. Traditional diagnosis involves the analysis of computed tomography (CT) images, a process often impeded by time constraints and a shortage of specialized personnel. To address these challenges, the existing system typically relies on the YOLO (You Only Look Once) algorithm for fracture prediction. However, concerns about prediction accuracy persist. In this proposed work, we introduce an innovative approach by leveraging efficient transfer learning algorithms for facial bone fracture prediction. Transfer learning exploits knowledge gained from pre-trained models on related tasks and adapts it to the specific problem at hand. This strategy aims to enhance prediction accuracy and efficiency, addressing the limitations associated with the YOLO algorithm. Upon scanning the QR code using a designated application, the system promptly decodes the information embedded within, enabling healthcare professionals to swiftly ascertain the presence and details of facial bone fractures.
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"Facial Bone Fracture Detection Using Object Recognition: A Computer-Aided System", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.9, Issue 4, page no.a771-a776, April-2024, Available :http://www.ijnrd.org/papers/IJNRD2404092.pdf
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2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar| ESTD YEAR: 2016
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator
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