publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

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    NeuroBRIDGE: Behavior-Conditioned Koopman Dynamics with Riemannian Alignment for Early Substance Use Initiation Prediction from Longitudinal Functional Connectome
    Badhan Mazumder, Sir-Lord Wiafe, Vince D. Calhoun, and 1 more author
    In 2026 IEEE 51th International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2026
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    Learning Structural-Functional Brain Representations through Multi-Scale Adaptive Graph Attention for Cognitive Insight
    Badhan Mazumder, Sir-Lord Wiafe, Aline Kotoski, and 2 more authors
    In 2026 IEEE 51th International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2026
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    KOCOBrain: Kuramoto-Guided Graph Network for Uncovering Structure-Function Coupling in Adolescent Prenatal Drug Exposure
    Badhan Mazumder, Lei Wu, Sir-Lord Wiafe, and 2 more authors
    In 2026 IEEE 23nd International Symposium on Biomedical Imaging (ISBI), 2026
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2025

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    NeuroKoop: Neural Koopman Fusion of Structural–Functional Connectomes for Identifying Prenatal Drug Exposure in Adolescents
    Badhan Mazumder, Aline Kotoski, Vince D. Calhoun, and 1 more author
    In 2025 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI), 2025
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    Unified Cross-Modal Attention-Mixer Based Structural-Functional Connectomics Fusion for Neuropsychiatric Disorder Diagnosis
    Badhan Mazumder, Lei Wu, Vince D. Calhoun, and 1 more author
    In 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2025
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    Genetics Encoded Joint Embedding of Multimodal Connectomes with Explainable Graph Neural Network for Schizophrenia Classification
    Badhan Mazumder, Lei Wu, Vince D Calhoun, and 1 more author
    In 2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI), 2025
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2024

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    Physics-guided multi-view graph neural network for schizophrenia classification via structural-functional coupling
    Badhan Mazumder, Ayush Kanyal, Lei Wu, and 2 more authors
    In International Workshop on PRedictive Intelligence In MEdicine, 2024
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2023

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    Multimodal deep learning for pediatric mild traumatic brain injury detection
    Badhan Mazumder, Deepan Krishna Tripathy, Keith Owen Yeates, and 8 more authors
    In 2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI), 2023
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