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Guoshi Li

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Articles 18
Citations 257
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Recent Articles
1.
Li G, Thung K, Taylor H, Wu Z, Li G, Wang L, et al.
Med Image Comput Comput Assist Interv . 2025 Jan; 15003:131-140. PMID: 39866850
Delineating the normative developmental profile of functional connectome is important for both standardized assessment of individual growth and early detection of diseases. However, functional connectome has been mostly studied using...
2.
Li G, Hsu L, Wu Y, Bozoki A, Shih Y, Yap P
Commun Med (Lond) . 2025 Jan; 5(1):17. PMID: 39814858
Background: Alzheimer's disease (AD) is a serious neurodegenerative disorder without a clear understanding of pathophysiology. Recent experimental data have suggested neuronal excitation-inhibition (E-I) imbalance as an essential element of AD...
3.
Peace S, Johnson B, Werth J, Li G, Kaiser M, Fukunaga I, et al.
J Neurophysiol . 2024 Jan; 131(3):492-508. PMID: 38264784
Spike timing-based representations of sensory information depend on embedded dynamical frameworks within neuronal networks that establish the rules of local computation and interareal communication. Here, we investigated the dynamical properties...
4.
Jiang W, Zhou Z, Li G, Yin W, Wu Z, Wang L, et al.
Dev Cogn Neurosci . 2023 Jul; 63:101284. PMID: 37517139
Human brain undergoes rapid growth during the first few years of life. While previous research has employed graph theory to study early brain development, it has mostly focused on the...
5.
Ghanbari M, Li G, Hsu L, Yap P
Hum Brain Mapp . 2023 Mar; 44(8):2993-3006. PMID: 36896755
Brain wiring redundancy counteracts aging-related cognitive decline by reserving additional communication channels as a neuroprotective mechanism. Such a mechanism plays a potentially important role in maintaining cognitive function during the...
6.
Ma L, Lian C, Kim D, Xiao D, Wei D, Liu Q, et al.
Med Image Anal . 2022 Oct; 83:102644. PMID: 36272236
This paper proposes a deep learning framework to encode subject-specific transformations between facial and bony shapes for orthognathic surgical planning. Our framework involves a bidirectional point-to-point convolutional network (P2P-Conv) to...
7.
Li G, Yap P
Front Hum Neurosci . 2022 Sep; 16:940842. PMID: 36061504
As a newly emerging field, connectomics has greatly advanced our understanding of the wiring diagram and organizational features of the human brain. Generative modeling-based connectome analysis, in particular, plays a...
8.
Hu D, Wang F, Zhang H, Wu Z, Zhou Z, Li G, et al.
J Neurosci . 2021 Nov; 42(3):377-389. PMID: 34789554
The functional connectome fingerprint is a cluster of individualized brain functional connectivity patterns that are capable of distinguishing one individual from others. Although its existence has been demonstrated in adolescents...
9.
Li G, Liu Y, Zheng Y, Wu Y, Yap P, Qiu S, et al.
Med Image Comput Comput Assist Interv . 2021 Nov; 11766:682-690. PMID: 34734214
Resting-state functional magnetic resonance imaging (rs-fMRI) studies have focused primarily on characterizing functional or effective connectivity of discrete brain regions. A major drawback of this approach is that it does...
10.
Li G, Liu Y, Zheng Y, Wu Y, Li D, Liang X, et al.
Neuroimage Clin . 2021 Jul; 31:102758. PMID: 34284335
Major depressive disorder (MDD) represents a grand challenge to human health and society, but the underlying pathophysiological mechanisms remain elusive. Previous neuroimaging studies have suggested that MDD is associated with...