Biomedical Imaging

Leveraging TensorFlow.js in Medical Imaging

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Leveraging TensorFlow.js in Medical Imaging

Guest Blog Author: Dr. Erwin John T. Carpio As a physician and radiologist, I have always wanted to learn and develop machine learning models and apply them to my field. However, machine learning felt like a foreign language to me, and with my limited programming experience and non-computer science background, I thought it was challenging … Read more

Understanding U-Net: A Comprehensive Guide to Image Segmentation

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Understanding U-Net: A Comprehensive Guide to Image Segmentation

This article will cover the essence of U-Net principles of U-Net and its applications in three aspects to help you understand the image segmentation network | U-Net. U-Net 1. U-Net essence Definition of U-Net:A convolutional neural network based on deep learning, mainly used for image segmentation tasks, especially the segmentation of biomedical images.It consists of … Read more