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Updated: Feb 11, 2026

Application of Deep Learning-Based Medical Image Segmentation via Orbital Computed Tomography
Published on: November 30, 2022
Hello World Deep Learning in Medical Imaging
Paras Lakhani1, Daniel L Gray2, Carl R Pett2
1Department of Radiology, Sidney Kimmel Jefferson Medical College, Thomas Jefferson University Hospital, Philadelphia, PA, 19107, USA. paras.lakhani@jefferson.edu.
Abstract:
There is recent popularity in applying machine learning to medical imaging, notably deep learning, which has achieved state-of-the-art performance in image analysis and processing. The rapid adoption of deep learning may be attributed to the availability of machine learning frameworks and libraries to simplify their use. In this tutorial, we provide a high-level overview of how to build a deep neural network for medical image classification, and provide code that can help those new to the field begin their informatics projects.
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