Publications

Charles's research work

Up-to-date publications are also available on: Google Scholar ResearchGate

Research Articles

2026

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    Superpixel-ComBat multi-site harmonization of unpaired T1W MRI data in Huntington’s disease
    Annabelle Coleman, Chang-Le Chen, Joelle Hanson-Baiden, Davneet Minhas, ..., and Lauren Byrne
    NeuroImage: Reports, 2026
    Peer-reviewed
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    Differential cerebral white matter tract alterations in generalized anxiety disorder revealed by ultra-high-field 7 T diffusion-weighted imaging
    Chang-Le Chen, Minjie Wu, Yueyang Chi, Max Rose, ..., Howard Aizenstein, and Shaolin Yang
    Journal of Affective Disorders, 2026
    Peer-reviewed
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    Longitudinal Changes of the White Matter Microstructural Properties of Autism Spectrum Disorder: A Normative Model Analysis
    Yi-Ling Chien, Wan-Ling Tseng, Chang-Le Chen, Wen-Yih Isaac Tseng, and Susan Shur-Fen Gau
    Autism Research, 2026
    Peer-reviewed
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    Neurology and inflammatory‐associated plasma protein biomarkers linked to dementia progression, brain aging pathology
    Noah Schweitzer, Sang Joon Son, Bistra Iordanova, Nicholas Fitz, Ana Costa, Jinghang Li, Chang-Le Chen, ..., and Minjie Wu
    Alzheimer’s & Dementia: Diagnosis, Assessment & Disease Monitoring, 2026
    Peer-reviewed

2025

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    Periventricular diffusivity reflects APOE ε4–modulated amyloid accumulation and cognitive impairment in the Alzheimer’s disease continuum
    Chang-Le Chen, Sang Joon Son, Noah Schweitzer, Hecheng Jin, Jinghang Li, Linghai Wang, Shaolin Yang, ..., and Minjie Wu
    Alzheimer’s & Dementia, 2025
    Peer-reviewed
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    Influence of dehydroepiandrosterone sulphate levels on the slower age-related decline in grey matter in younger women with polycystic ovary syndrome
    Mei-Jou Chen, Chang-Le Chen, Yu-Yuan Chang, Chu-Chun Huang, Wen-Chau Wu, Hong-Nerng Ho, and Wen-Yih Isaac Tseng
    Brain Communications, 2025
    Peer-reviewed

2024

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    Superpixel-ComBat modeling: A joint approach for harmonization and characterization of inter-scanner variability in T1-weighted images
    Chang-Le Chen, Mahbaneh Eshaghzadeh Torbati, Davneet S Minhas, Charles M Laymon, Seong Jae Hwang, Murat Bilgel, Adina Crainiceanu, Hecheng Jin, ..., and Dana L Tudorascu
    Imaging Neuroscience, 2024
    Peer-reviewed
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    Advanced brain aging in Parkinson’s disease with cognitive impairment
    Chang-Le Chen, Shao-Ying Cheng, Leila Montaser-Kouhsari, Wen-Chao Wu, Yung-Chin Hsu, Chun-Hwei Tai, Wen-Yih Isaac Tseng, Ming-Che Kuo, and Ruey-Meei Wu
    npj Parkinson’s Disease, 2024
    Peer-reviewed
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    Sex-specific risk factors and clinical dementia outcomes for white matter hyperintensities in a large South Korean cohort
    Noah Schweitzer, Sang Joon Son, Rebecca C Thurston, Jinghang Li, Chang-Le Chen, Howard Aizenstein, ..., and Minjie Wu
    Alzheimer’s Research & Therapy, 2024
    Peer-reviewed
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    Machine-learning-based feature selection to identify attention-deficit hyperactivity disorder using whole-brain white matter microstructure: A longitudinal study
    Huey-Ling Chiang, Chi-Shin Wu, Chang-Le Chen, Wen-Yih Isaac Tseng, and Susan Shur-Fen Gau
    Asian Journal of Psychiatry, 2024
    Peer-reviewed

2023

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    MISPEL: A supervised deep learning harmonization method for multi-scanner neuroimaging data
    Mahbaneh Eshaghzadeh Torbati, Davneet S Minhas, Charles M Laymon, Pauline Maillard, James D Wilson, Chang-Le Chen, Ciprian M Crainiceanu, Charles S DeCarli, Seong Jae Hwang, and Dana L Tudorascu
    Medical image analysis, 2023
    Peer-reviewed
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    Atypical development in white matter microstructures in ADHD: A longitudinal diffusion imaging study
    Huey-Ling Chiang, Wen-Yih Isaac Tseng, Wan-Ling Tseng, Yu-Hung Tung, Yung-Chin Hsu, Chang-Le Chen, and Susan Shur-Fen Gau
    Asian journal of psychiatry, 2023
    Peer-reviewed

2022

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    Detection of advanced brain aging in schizophrenia and its structural underpinning by using normative brain age metrics
    Chang-Le Chen, Tzung‐Jeng Hwang, Yu-Hung Tung, Li-Ying Yang, Yung-Chin Hsu, Chih‐Min Liu, Yi-Tin Lin, Ming-Hsien Hsieh, Chen-Chung Liu, ..., and Wen-Yih Isaac Tseng
    NeuroImage: Clinical, 2022
    Peer-reviewed
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    Validation of neuroimaging-based brain age gap as a mediator between modifiable risk factors and cognition
    Chang-Le Chen, Ming-Che Kuo, Pin-Yu Chen, Yu-Hung Tung, Yung-Chin Hsu, Chi-Wen Christina Huang, Wing P Chan, and Wen-Yih Isaac Tseng
    Neurobiology of Aging, 2022
    Peer-reviewed
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    Advanced brain aging in multiple system atrophy compared to Parkinson’s disease
    Chang-Le Chen, Ming-Che Kuo, Wen-Chau Wu, Yung-Chin Hsu, Ruey-Meei Wu, and Wen-Yih Isaac Tseng
    NeuroImage: Clinical, 2022
    Peer-reviewed
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    Neurodevelopmental model of schizophrenia revisited: similarity in individual deviation and idiosyncrasy from the normative model of whole-brain white matter tracts and shared brain-cognition covariation with ADHD and ASD
    Yi-Ling Chien, Hsiang-Yuan Lin, Yu-Hung Tung, Tzung-Jeng Hwang, Chang-Le Chen, ..., and Susan Shur-Fen Gau
    Molecular psychiatry, 2022
    Peer-reviewed

2021

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    Whole brain white matter tract deviation and idiosyncrasy from normative development in autism and ADHD and unaffected siblings link with dimensions of psychopathology and cognition
    Yu-Hung Tung, Hsiang-Yuan Lin, Chang-Le Chen, Chi-Yung Shang, Li-Ying Yang, Yung-Chin Hsu, Wen-Yih Isaac Tseng, and Susan Shur-Fen Gau
    American Journal of Psychiatry, 2021
    Peer-reviewed
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    Microstructural differences in white matter tracts across middle to late adulthood: a diffusion MRI study on 7167 UK Biobank participants
    Wen-Yih Isaac Tseng, Yung-Chin Hsu, Chang-Le Chen, Yun-Jing Kang, Te-Wei Kao, Pin-Yu Chen, and Gordon D Waiter
    Neurobiology of Aging, 2021
    Peer-reviewed
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    Differential associations of white matter brain age with language-related mechanisms in word-finding ability across the adult lifespan
    Pin-Yu Chen, Chang-Le Chen, Hui-Ming Tseng, Yung-Chin Hsu, Chi-Wen Christina Huang, Wing P Chan, and Wen-Yih I Tseng
    Frontiers in Aging Neuroscience, 2021
    Peer-reviewed

2020

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    Generalization of diffusion magnetic resonance imaging–based brain age prediction model through transfer learning
    Chang-Le Chen, Yung-Chin Hsu, Li-Ying Yang, Yu-Hung Tung, Wen-Bin Luo, Chih-Min Liu, Tzung-Jeng Hwang, Hai-Gwo Hwu, and Wen-Yih Isaac Tseng
    NeuroImage, 2020
    Peer-reviewed
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    Fluid intelligence is associated with cortical volume and white matter tract integrity within multiple-demand system across adult lifespan
    Pin-Yu Chen, Chang-Le Chen, Yung-Chin Hsu, and Wen-Yih I Tseng
    NeuroImage, 2020
    Peer-reviewed

2019

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    Premature white matter aging in patients with right mesial temporal lobe epilepsy: A machine learning approach based on diffusion MRI data
    Chang-Le Chen, Yao-Chia Shih, Horng-Huei Liou, Yung-Chin Hsu, Fa-Hsuan Lin, and Wen-Yih Isaac Tseng
    NeuroImage: Clinical, 2019
    Peer-reviewed
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    Sustained modulation of emotion-related fibers after 8 weeks of mindfulness-based stress reduction training
    Chang-Le Chen, Yao-Chia Shih, Yung-Chin Hsu, Tzung-Kuen Wen, Shih-Chin Fang, Da-Lun Tang, Si-Chen Lee, and Wen-Yih Isaac Tseng
    bioRxiv, 2019
    Preprint