Publications

Du L. An Efficient Contrastive Deep Learning Model for Identifying Schizophrenia-Specific Neuroanatomical Variations. Schizophrenia Bulletin(revised under review), (2025)

Peng B Y, Du L. Decoupling MCI-Specific and Cognitive Pathologies in Brain via Deep Learning. npj Digital Medicine(revision in progress), (2025)

Du L. Structural Brain Abnormalities in Schizophrenia Based on Contrastive Learning. 2025OHBM, (2025)

Lei W K, Du L. Mapping Cell-Type-Specific Transcriptomic Entropy Across the Cortex. 2025OHBM, (2025)

Du L. Contrastive Learning-Based fNIRS Framework for Precise Probe Localization and Intervention in Mild Cognitive Impairment. finished, (2025)

Du L. Uni-BrainX: Unified Brain Imaging Across Sites by Contrastive Learning and Transformer Attention. finished, (2025)

Wang Q, Du L. Low-Dimensional Temporal Representations of Brain Functional Networks Using a Transformer-Based Autoencoder. 2025 17th international Conference on Bioinformatics and Biomedical Technology, (2025)

Ding C Y, Du L. The Neurodynamic Computational Model Reveals Abnormal Multistable Spatiotemporal Patterns and Mechanisms in Schizophrenia. 2025 5th international Conference on Bioinformatics and Intelligent Computing, (2025)