Robustness analysis of denoising neural networks for bone scintigraphy

Akos Kovacs,Tamas Bukki, Gabor Legradi, Nora J. Meszaros, Gyula Z. Kovacs, Peter Prajczer, Istvan Tamaga, Zoltan Seress, Gabor Kiszler,Attila Forgacs,Sandor Barna,Ildiko Garai,Andras Horvath

Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment（2022）

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摘要

This paper describes and compares two neural network (NN) based noise filters developed for planar bone scintigraphy.

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关键词

Image denoising,Poisson noise,Machine learning,Convolutional neural network,Deep learning,Bone scintigraphy,Medical imaging

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