Rapid estimation of photon measurement density functions using a deep convolutional neural network for functional near-infrared spectroscopy
Yang Zhao, Xueting Sun, Wen-Di Shi, Chao-Zhe Zhu, Lei Zhang
This paper introduces a deep learning framework to estimate photon measurement density functions from MR images in fNIRS, reducing computational cost compared to traditional methods.
bioRxiv · Apr 15, 2026 · PreprintBioengineering