Sangma L. Xie

Hangzhou, 310018, China

Last Updated: 09/26/2026

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Found 27 publications

Cross-modality transformer model leveraging DCE-MRI and pathological images for predicting pathological complete response and lymph node metastasis in breast cancer.

Cross-modality transformer model leveraging DCE-MRI and pathological images for predicting pathological complete response and lymph node metastasis in breast cancer.

Journal: Physics in medicine and biology

Published: May 17, 2025

Mapping the Cross-species Brain Connectivity Atlas and Hemispheric Asymmetry of the Temporal Pole in Humans and Macaques.

Mapping the Cross-species Brain Connectivity Atlas and Hemispheric Asymmetry of the Temporal Pole in Humans and Macaques.

Journal: Neuroscience bulletin

Published: December 23, 2024

Graph Neural Networks and Multimodal DTI Features for Schizophrenia Classification: Insights from Brain Network Analysis and Gene Expression.

Graph Neural Networks and Multimodal DTI Features for Schizophrenia Classification: Insights from Brain Network Analysis and Gene Expression.

Journal: Neuroscience bulletin

Published: July 14, 2024

Exploring Schizophrenia Classification Through Multimodal MRI and Deep Graph Neural Networks: Unveiling Brain Region-Specific Weight Discrepancies and Their Association With Cell-Type Specific Transcriptomic Features.

Exploring Schizophrenia Classification Through Multimodal MRI and Deep Graph Neural Networks: Unveiling Brain Region-Specific Weight Discrepancies and Their Association With Cell-Type Specific Transcriptomic Features.

Journal: Schizophrenia bulletin

Published: May 16, 2024

Radiomic analysis reveals diverse prognostic and molecular insights into the response of breast cancer to neoadjuvant chemotherapy: a multicohort study.

Radiomic analysis reveals diverse prognostic and molecular insights into the response of breast cancer to neoadjuvant chemotherapy: a multicohort study.

Journal: Journal of translational medicine

Published: April 09, 2024

Disorder-specific neurodynamic features in schizophrenia inferred by neurodynamic embedded contrastive variational autoencoder model.

Disorder-specific neurodynamic features in schizophrenia inferred by neurodynamic embedded contrastive variational autoencoder model.

Journal: Translational psychiatry

Published: March 29, 2024

Mapping Brain Synergy Dysfunction in Schizophrenia: Understanding Individual Differences and Underlying Molecular Mechanisms.

Mapping Brain Synergy Dysfunction in Schizophrenia: Understanding Individual Differences and Underlying Molecular Mechanisms.

Journal: Advanced science (Weinheim, Baden-Wurttemberg, Germany)

Published: January 25, 2024

Generative adversarial network-based synthesis of contrast-enhanced MR images from precontrast images for predicting histological characteristics in breast cancer.

Generative adversarial network-based synthesis of contrast-enhanced MR images from precontrast images for predicting histological characteristics in breast cancer.

Journal: Physics in medicine and biology

Published: November 27, 2023

Prior-guided individualized thalamic parcellation based on local diffusion characteristics.

Prior-guided individualized thalamic parcellation based on local diffusion characteristics.

Journal: Human brain mapping

Published: July 03, 2023

White matter microstructure alterations in idiopathic restless legs syndrome: a study combining crossing fiber-based and tensor-based approaches.

White matter microstructure alterations in idiopathic restless legs syndrome: a study combining crossing fiber-based and tensor-based approaches.

Journal: Frontiers in neuroscience

Published: June 15, 2023

White matter structural and network topological changes in moyamoya disease with limb paresthesia: A study based on diffusion kurtosis imaging.

White matter structural and network topological changes in moyamoya disease with limb paresthesia: A study based on diffusion kurtosis imaging.

Journal: Frontiers in neuroscience

Published: August 27, 2022

Tract-specific white matter microstructural alterations in subjects with schizophrenia and unaffected first-degree relatives.

Tract-specific white matter microstructural alterations in subjects with schizophrenia and unaffected first-degree relatives.

Journal: Brain imaging and behavior

Published: April 26, 2022

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Last Updated: 09/26/2026