Neurological Disorders

4D Multimodal Co-attention Fusion Network with Latent Contrastive Alignment for Alzheimer's Diagnosis WACV 2026 Benchmarking the Reproducibility of Brain Tissue Segmentation Across MRI Scanners MIDL 2026 Continual Learning for fMRI-Based Brain Disorder Diagnosis via Functional Connectivity Matrices Generative Replay CVPR 2026 Quantitative Pose-Based Analysis of Movement Disorders in Pediatric NGLY1 and SLC13A5 Patients MIDL 2026 Acoustic similarities, articulatory uniqueness: Speech production mechanisms in individuals with congenital lip paralysis Interspeech 2025 An Exploration of Interpretable Deep Learning Models for the Assessment of Mild Cognitive Impairment Interspeech 2025 Anne Rowling Neurological Speech Corpus: clinically annotated longitudinal dataset for developing speech biomarkers in neurodegenerative disorders Interspeech 2025 A simple method for predicting Clinical Scores in Huntington’s Disease by leveraging ASR's uncertainty on spontaneous speech Interspeech 2025 Automatic Detection and Sub-typing of Primary Progressive Aphasia from Speech: Integrating Task-Specific Features and Spatio-Semantic Graphs Interspeech 2025 Category-aware EEG Image Generation Based on Wavelet Transform and Contrast Semantic Loss IJCAI 2025 Comparison of Acoustic and Textual Features for Dysarthria Severity Classification in Amyotrophic Lateral Sclerosis Interspeech 2025 Decoding Alzheimer’s: Interpretable Visual and Logical Attention in Picture Description Tasks Interspeech 2025 Development and Validation of a Wav2Vec 2.0-Based Cross-Language Methodology for Measurement of Articulatory Precision Interspeech 2025 Evaluating the Effectiveness of Pre-Trained Audio Embeddings for Classification of Parkinson's Disease Speech Data Interspeech 2025 Evaluating the Usefulness of Non-Diagnostic Speech Data for Developing Parkinson's Disease Classifiers Interspeech 2025 Heterogeneous Treatment Effect in Time-to-Event Outcomes: Harnessing Censored Data with Recursively Imputed Trees ICML 2025 Introducing EMOPARKNZ: the Emotional Speech Database from New Zealand English Speakers with Parkinson’s Disease Interspeech 2025 KnowMDD: Knowledge-guided Cross Contrastive Learning for Major Depressive Disorder Diagnosis IJCAI 2025 Leveraging AM and FM Rhythm Spectrograms for Dementia Classification and Assessment Interspeech 2025 Leveraging Cascaded Binary Classification and Multimodal Fusion for Dementia Detection through Spontaneous Speech Interspeech 2025 MHANet: Multi-scale Hybrid Attention Network for Auditory Attention Detection IJCAI 2025 Multimodal Assessment of Speech Impairment in Amyotrophic Lateral Sclerosis Using Audio-Visual and Machine Learning Approaches Interspeech 2025 On Large Foundation Models and Alzheimer’s Disease Detection NAACL 2025 Pitfalls and Limits in Automatic Dementia Assessment Interspeech 2025 PPGs-BERT: Leveraging Phoneme Sequence and BERT for Alzheimer’s Disease Detection from Spontaneous Speech Interspeech 2025