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Neurological Disorders

59 directly classified papers

Papers per year

Papers

4D Multimodal Co-attention Fusion Network with Latent Contrastive Alignment for Alzheimer's Diagnosis WACV 2026
SCNNs: Spike-based Coupling Neural Networks for Understanding Structural-Functional Relationships in the Human Brain IJCAI 2025
KnowMDD: Knowledge-guided Cross Contrastive Learning for Major Depressive Disorder Diagnosis IJCAI 2025
Using LLMs to Aid Annotation and Collection of Clinically-Enriched Data in Bipolar Disorder and Schizophrenia NAACL 2025
MHANet: Multi-scale Hybrid Attention Network for Auditory Attention Detection IJCAI 2025
On Large Foundation Models and Alzheimer’s Disease Detection NAACL 2025
Category-aware EEG Image Generation Based on Wavelet Transform and Contrast Semantic Loss IJCAI 2025
Multimodal Digital Biomarkers for Longitudinal Tracking of Speech Impairment Severity in ALS: An Investigation of Clinically Important Differences INTERSPEECH 2024
DMNet: Self-comparison Driven Model for Subject-independent Seizure Detection NIPS 2024
Exploiting Foundation Models and Speech Enhancement for Parkinson's Disease Detection from Speech in Real-World Operative Conditions INTERSPEECH 2024
Large Language Model-based FMRI Encoding of Language Functions for Subjects with Neurocognitive Disorder INTERSPEECH 2024
Linguistic markers of schizophrenia: a case study of Robert Walser EACL 2024
Temporal Co-Registration of Simultaneous Electromagnetic Articulography and Electroencephalography for Precise Articulatory and Neural Data Alignment INTERSPEECH 2024
Which aspects of motor speech disorder are captured by Mel Frequency Cepstral Coefficients? Evidence from the change in STN-DBS conditions in Parkinson’s disease INTERSPEECH 2023
Data-Driven Network Neuroscience: On Data Collection and Benchmark NIPS 2023
MEG Encoding using Word Context Semantics in Listening Stories INTERSPEECH 2023
ScatterFormer: Locally-Invariant Scattering Transformer for Patient-Independent Multispectral Detection of Epileptiform Discharges AAAI 2023
Pre-Training Transformers for Fingerprinting to Improve Stress Prediction in fMRI MIDL 2023
Breaking Barriers: Exploring the Diagnostic Potential of Speech Narratives in Hindi for Alzheimer’s Disease ACL 2023
Plug-and-Play Stability for Intracortical Brain-Computer Interfaces: A One-Year Demonstration of Seamless Brain-to-Text Communication NIPS 2023
Nasal vowel production and grammatical processing in French-speaking children with cochlear implants and normal-hearing peers. INTERSPEECH 2023
Learning Temporal Evolution of Spatial Dependence with Generalized Spatiotemporal Gaussian Process Models JMLR 2022
Automated Detection of Wilson’s Disease Based on Improved Mel-frequency Cepstral Coefficients with Signal Decomposition INTERSPEECH 2022
Speech Acoustics in Mild Cognitive Impairment and Parkinson's Disease With and Without Concurrent Drawing Tasks INTERSPEECH 2022
Conformer Based Elderly Speech Recognition System for Alzheimer’s Disease Detection INTERSPEECH 2022