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A Doctor uses the diagnosis of the medical images to predict whether a person suffers from the disease. The prediction of the medical images can be done using object detection and image classification of the images. This paper as put forward a varicose detection algorithm based on varicose superficial venous thrombophlebitis images and object recognition algorithm known as YOLO (You Only Look Once). The proposed system used object detection technology by preprocessing the images and applying annotations to the preprocessed images and increases the performance of the detection system.

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Detection of Varicose Superficial Venous Thrombophlebitis in Vein Using YOLOv8 Algorithm

  • 会议论文

  • 发表日期：

    2025年

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  • K. Kalaiselvi,
  • S. Saranya,
  • K. Deepa Thilak,
  • K. Lalitha Devi,
  • T. Rajesh Kumar,
  • K. Kumaresan

摘要

A Doctor uses the diagnosis of the medical images to predict whether a person suffers from the disease. The prediction of the medical images can be done using object detection and image classification of the images. This paper as put forward a varicose detection algorithm based on varicose superficial venous thrombophlebitis images and object recognition algorithm known as YOLO (You Only Look Once). The proposed system used object detection technology by preprocessing the images and applying annotations to the preprocessed images and increases the performance of the detection system.