Shan Ping Yu

TS-AI: A deep learning pipeline for multimodal subject-specific parcellation with task contrasts synthesis

TS-AI synthesizes task contrast maps and uses deep learning to individualize brain parcellation without requiring actual task fMRI scans, showing improved reliability and clinical relevance.

Trial-by-trial variability in cortical responses exhibits scaling in spatial correlations predicted from critical dynamics

FFCM-MRF: An accurate and generalizable cerebrovascular segmentation pipeline for humans and rhesus monkeys based on TOF-MRA

This paper introduces FFCM-MRF, a cerebrovascular segmentation method for humans and rhesus monkeys, showing improved accuracy and generalizability across datasets and scanners.

Long-term stability of avalanche scaling and integrative network organization in prefrontal and premotor cortex

The paper examines the long-term stability of neuronal avalanche scaling and integrative network organization in prefrontal and premotor cortex of awake nonhuman primates over weeks.

Selective participation of single cortical neurons in neuronal avalanches

The paper shows that single cortical neurons selectively participate in specific neuronal avalanche patterns, and this selectivity is abolished by altering excitation-inhibition balance.

Pair-wise Interactions in Gene Expression Determine a Hierarchical Transcription Profile of the Human Brain

The paper shows that pairwise gene interactions can predict whole-genome transcription patterns in human brain areas and the entire brain, revealing a simple structure underlying transcriptome complexity.

Hierarchy of connectivity-function relationship of the human cortex revealed through predicting activity across functional domains

The paper predicts functional activity from anatomical connectivity across the human cortex, revealing a hierarchy of connectivity-function relationships correlated with functional and anatomical hierarchies.

The scale-invariant, temporal profile of neuronal avalanches in relation to cortical γ-oscillations

The paper shows neuronal avalanches in awake nonhuman primates follow a symmetrical, scale-invariant parabola and are modulated by γ-oscillations.