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Machine Learning Algorithms for Early Detection of Bone Metastases in an Experimental Rat Model

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Published on: August 16, 2020

Microwave breast tumor localization using wavelet feature extraction and genetic algorithm-neural network.

Min Lu¹, Xia Xiao¹, Guancong Liu¹

¹Tianjin Key Laboratory of Imaging and Sensing Microelectronic Technology, School of Microelectronics, Tianjin University, Tianjin, P.R. China.

Medical Physics

|August 28, 2021

Summary

This summary is machine-generated.

This study introduces a machine learning approach for precise breast tumor localization using Ultra-Wide Band (UWB) microwave signals. The method accurately identifies tumor locations, offering a simpler alternative to traditional imaging techniques for breast cancer detection.

Failed At:

2026-06-19T13:48:28.326586+00:00

Keywords:

Discrete Wavelet Transform (DWT)Genetic Algorithm-Neural Network (GA-NN)Ultra-Wide Band (UWB) microwave detection breast tumor localization

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