Quantifying axonal features of human superficial white matter from three-dimensional multibeam serial electron microscopy data assisted by deep learning

Quantifying axonal features of human superficial white matter from three-dimensional multibeam serial electron microscopy data assisted by deep learning

Short-range association fibers located in the superficial white matter play an important role in mediating higher-order cognitive function in humans. Detailed morphological characterization of short-range association fibers at the microscopic level promises to yield important insights into the axona...

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Bibliographic Details
Main Authors: Qiyuan Tian, Chanon Ngamsombat, Hong-Hsi Lee, Daniel R. Berger, Yuelong Wu, Qiuyun Fan, Berkin Bilgic, Ziyu Li, Dmitry S. Novikov, Els Fieremans, Bruce R. Rosen, Jeff W. Lichtman, Susie Y. Huang
Format: Article
Language:English
Published: Elsevier 2025-06-01
Series:NeuroImage
Subjects:
Short-range association fiber
Axon diameter
G-ratio
Along-axon variation
Convolutional neural network
Transfer learning
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811925002150
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