Mengting Liu

This paper introduces a minimally invasive hybrid brain-computer interface that improves signal quality and scalability over existing non-invasive and invasive systems.

This study identifies functional connectivity patterns in children with beta-thalassemia major that mediate the relationship between hematological metrics and cognitive decline.

PW-GAN improves fetal brain MRI denoising by addressing inter-slice inconsistencies and residual noise through a pseudo-warping field guided GAN framework.

This paper uses a GAN-based style transfer approach to harmonize multi-site MRI images without site labels, effectively removing cross-site variation while preserving clinical patterns.

This study compares hippocampal development in preterm and term-born neonates using MRI, finding asymmetrical structural impairments in preterm infants.

The paper examines how brain networks reorganize during stress and control conditions to support math problem-solving performance.

This study identifies functional connectivity neuromarkers that reveal distinct cognitive recovery patterns in patients with overt hepatic encephalopathy after liver transplantation.

This paper uses a graph convolutional neural network to predict brain age in preterm neonates, showing it outperforms other methods and links brain age to future neurodevelopmental outcomes.

This paper introduces a robust T1 MRI cortical surface pipeline for neonatal brains and evaluates it across multiple datasets, showing high accuracy and reproducibility.

This study uses MRI to analyze cyto/myeloarchitectural changes in preterm neonates' cortical gray matter and white matter, identifying spatiotemporal patterns and associations with developmental outcomes.

This paper uses a GAN-based style transfer approach to harmonize multi-site MRI images without requiring site labels or traveling subjects.

The paper shows that stress during problem solving preserves brain connectivity patterns linked to poor performance, while non-stressed individuals transition out of these patterns.

This study examines how startle reflex responses, including traditionally excluded non-response trials, correlate with amygdala activity through ERP and neural connectivity measures.

This study examines how semantic and basic encoding processes modulate self-esteem by analyzing neural interactions during feedback processing.