1 publication

• Published Subscription Original Research 25 Aug 2026

  Intelligent Failure Detection in Biomedical Composite Materials Using Machine Vision

  By Priyadarshani A. Patil, Nikhil Mohan Shinde, Swetha, M Sudhakar, Manjula Devarakonda Venkata, Neha Rana

  Abstract: The biomedical composite materials are intelligent failure-detecting, which is necessary to ensure the reliability, safety, and durability of the current healthcare equipment. This paper describes a machine vision design, which incorporates convolutional neural networks, transformer models, and ensemble learning to correctly detect and localize material defects. The proposed system takes advantage of the capabilities of high-resolution imaging, advanced preprocessing software, and deep feature learning in the identification of the intricate …

  Published in Journal of Polymer & Composites · Vol. 14, Issue 4, 2026 Read article →