A robust deep neural network for denoising task-based fMRI data: An application to working memory and episodic memory - Yang, Zhengshi; Zhuang, Xiaowei; Sreenivasan, Karthik; Mishra, Virendra; Curran, Tim; Cordes, Dietmar (Medical image analysis, 2020)
Keywords: Aged; Artificial neural networks; Brain mapping; Brain Mapping - methods; Cerebrospinal fluid; Computer simulation; Data acquisition; Deep neural network; Episodic memory; fMRI denoising; Functional magnetic resonance imaging; Geriatrics; Hemodynamic responses; Humans; Image Enhancement - methods; Image Processing, Computer-Assisted - methods; Long short-term memory; Magnetic Resonance Imaging - methods; Memory tasks; Memory, Episodic; Mental task performance; Neural networks; Neural Networks, Computer; Noise; Noise generation; Noise reduction; Qualitative analysis; Response functions; Substantia alba; Substantia grisea; Task Performance and Analysis; Ventricle; Working memory; Deep neural network; Working memory; Episodic memory; fMRI denoising