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Magnetic resonance imaging (MRI) is a noninvasive medical imaging technique based on a phenomenon of nuclear physics discovered in the 1930s, in which matter exposed to magnetic fields and radio waves was found to emit radio signals. In 1970, a physician and researcher named Raymond Damadian noticed that malignant (cancerous) tissue gave off different signals than normal body tissue. He applied for a patent for the first MRI scanning device in clinical use by the early 1980s. The early MRI...

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Related Experiment Video

Updated: Aug 29, 2025

Tracking the Mammary Architectural Features and Detecting Breast Cancer with Magnetic Resonance Diffusion Tensor Imaging

Tracking the Mammary Architectural Features and Detecting Breast Cancer with Magnetic Resonance Diffusion Tensor Imaging

Published on: December 15, 2014

Improving Image Quality and Reducing Scan Time for Synthetic MRI of Breast by Using Deep Learning Reconstruction.

Jian Li¹, Lin-Hua Wu¹, Meng-Ying Xu¹

¹Department of Radiology, General Hospital of Ningxia Medical University, Yinchuan, China.

Biomed Research International

|September 5, 2022

Summary

Deep learning with generative adversarial networks (GANs) significantly reduces breast MRI scan times by half. This advanced technique also enhances image quality, improving signal-to-noise ratio and structural similarity while reducing errors.

Failed At:

2026-06-19T13:48:52.687781+00:00

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