Showing 1–20 of 20 results
/ Date/ Name
Apr 3, 2026High-dimensional Many-to-many-to-many Mediation AnalysisDec 5, 2025Physics-Informed Neural Koopman Machine for Interpretable Longitudinal Personalized Alzheimer's Disease ForecastingApr 12, 2025REMEMBER: Retrieval-based Explainable Multimodal Evidence-guided Modeling for Brain Evaluation and Reasoning in Zero- and Few-shot Neurodegenerative DiagnosisMar 14, 2025OPTIMUS: Predicting Multivariate Outcomes in Alzheimer's Disease Using Multi-modal Data amidst Missing ValuesApr 29, 2024Enhancing Uncertain Demand Prediction in Hospitals Using Simple and Advanced Machine LearningSep 20, 2022Personalized Longitudinal Assessment of Multiple Sclerosis Using SmartphonesJun 30, 2022Uniting Machine Intelligence, Brain and Behavioural Sciences to Assist Criminal JusticeMay 23, 2021SleepTransformer: Automatic Sleep Staging with Interpretability and Uncertainty QuantificationMar 3, 2021Multi-view Audio and Music ClassificationOct 18, 2020Self-Attention Generative Adversarial Network for Speech EnhancementJul 8, 2020XSleepNet: Multi-View Sequential Model for Automatic Sleep StagingMar 29, 2020Statistical Quantile Learning for Large, Nonlinear, and Additive Latent Variable ModelsFeb 17, 2020Thou Shalt Not Reject the P-valueJan 15, 2020Improving GANs for Speech EnhancementJul 30, 2019Towards More Accurate Automatic Sleep Staging via Deep Transfer LearningNov 2, 2018Beyond Equal-Length Snippets: How Long is Sufficient to Recognize an Audio Scene?Nov 2, 2018Unifying Isolated and Overlapping Audio Event Detection with Multi-Label Multi-Task Convolutional Recurrent Neural NetworksSep 28, 2018SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep StagingMay 16, 2018Joint Classification and Prediction CNN Framework for Automatic Sleep Stage ClassificationNov 30, 2015High-dimensional Multivariate Mediation: with Application to Neuroimaging Data