Mianxin T. Liu

Shanghai, China

Last Updated: 09/26/2026

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Found 31 publications

Language-enhanced generative modeling for amyloid PET synthesis from MRI and blood biomarkers.

Language-enhanced generative modeling for amyloid PET synthesis from MRI and blood biomarkers.

Journal: iScience
Published: March 11, 2026

OmniPathoVQA: Benchmarking pathology vision-language models with Encyclopedia-scale knowledge.

OmniPathoVQA: Benchmarking pathology vision-language models with Encyclopedia-scale knowledge.

Journal: Medical image analysis
Published: December 31, 2025

AI-augmented intraoperative decision-making workflows in diffuse midline glioma biopsy using cryosection pathology.

AI-augmented intraoperative decision-making workflows in diffuse midline glioma biopsy using cryosection pathology.

Journal: Nature communications
Published: September 05, 2025

Combination of brain injury and brain reserve promotes the neuroimaging evaluation of small vessel disease related cognitive impairment.

Combination of brain injury and brain reserve promotes the neuroimaging evaluation of small vessel disease related cognitive impairment.

Journal: Progress in neuro-psychopharmacology & biological psychiatry
Published: July 19, 2025

Multi-organ network of cardiometabolic disease-depression multimorbidity revealed by phenotypic and genetic analyses of MR images.

Multi-organ network of cardiometabolic disease-depression multimorbidity revealed by phenotypic and genetic analyses of MR images.

Journal: Nature communications
Published: June 26, 2025

PathOrchestra: a comprehensive foundation model for computational pathology with over 100 diverse clinical-grade tasks.

PathOrchestra: a comprehensive foundation model for computational pathology with over 100 diverse clinical-grade tasks.

Journal: NPJ digital medicine
Published: March 24, 2025

Amyloid-β Deposition Prediction With Large Language Model Driven and Task-Oriented Learning of Brain Functional Networks.

Amyloid-β Deposition Prediction With Large Language Model Driven and Task-Oriented Learning of Brain Functional Networks.

Journal: IEEE transactions on medical imaging
Published: March 03, 2025

Cost-effective instruction learning for pathology vision and language analysis.

Cost-effective instruction learning for pathology vision and language analysis.

Journal: Nature computational science
Published: September 12, 2024

Functional Segregation-Integration Preference Configures the Cognitive Decline Against Cerebral Small Vessel Disease: An MRI Study.

Functional Segregation-Integration Preference Configures the Cognitive Decline Against Cerebral Small Vessel Disease: An MRI Study.

Journal: CNS neuroscience & therapeutics
Published: August 04, 2024

Trade-offs among brain structural network characteristics across the cognitive decline process in cerebral small vessel disease.

Trade-offs among brain structural network characteristics across the cognitive decline process in cerebral small vessel disease.

Journal: Frontiers in aging neuroscience
Published: July 15, 2024

Deep mutual learning on hybrid amino acid PET predicts H3K27M mutations in midline gliomas.

Deep mutual learning on hybrid amino acid PET predicts H3K27M mutations in midline gliomas.

Journal: NPJ precision oncology
Published: February 27, 2024

Randomizing Human Brain Function Representation for Brain Disease Diagnosis.

Randomizing Human Brain Function Representation for Brain Disease Diagnosis.

Journal: IEEE transactions on medical imaging
Published: February 20, 2024
Showing 1-12 of 31

Last Updated: 09/26/2026