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Healthcare & Medicine › Clinical ›

Neurological Disorders

61 papers

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Papers

4D Multimodal Co-attention Fusion Network with Latent Contrastive Alignment for Alzheimer's Diagnosis WACV 2026

Quantitative Pose-Based Analysis of Movement Disorders in Pediatric NGLY1 and SLC13A5 Patients MIDL 2026

Benchmarking the Reproducibility of Brain Tissue Segmentation Across MRI Scanners MIDL 2026

MHANet: Multi-scale Hybrid Attention Network for Auditory Attention Detection IJCAI 2025

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

Category-aware EEG Image Generation Based on Wavelet Transform and Contrast Semantic Loss IJCAI 2025

On Large Foundation Models and Alzheimer’s Disease Detection NAACL 2025

Using LLMs to Aid Annotation and Collection of Clinically-Enriched Data in Bipolar Disorder and Schizophrenia NAACL 2025

DMNet: Self-comparison Driven Model for Subject-independent Seizure Detection NIPS 2024

Linguistic markers of schizophrenia: a case study of Robert Walser EACL 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

Multimodal Digital Biomarkers for Longitudinal Tracking of Speech Impairment Severity in ALS: An Investigation of Clinically Important Differences INTERSPEECH 2024

Temporal Co-Registration of Simultaneous Electromagnetic Articulography and Electroencephalography for Precise Articulatory and Neural Data Alignment INTERSPEECH 2024

Data-Driven Network Neuroscience: On Data Collection and Benchmark NIPS 2023

Plug-and-Play Stability for Intracortical Brain-Computer Interfaces: A One-Year Demonstration of Seamless Brain-to-Text Communication NIPS 2023

ScatterFormer: Locally-Invariant Scattering Transformer for Patient-Independent Multispectral Detection of Epileptiform Discharges AAAI 2023

Breaking Barriers: Exploring the Diagnostic Potential of Speech Narratives in Hindi for Alzheimer’s Disease ACL 2023

Nasal vowel production and grammatical processing in French-speaking children with cochlear implants and normal-hearing peers. INTERSPEECH 2023

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

MEG Encoding using Word Context Semantics in Listening Stories INTERSPEECH 2023

Pre-Training Transformers for Fingerprinting to Improve Stress Prediction in fMRI MIDL 2023

Is the Brain Mechanism for Hierarchical Structure Building Universal Across Languages? An fMRI Study of Chinese and English EMNLP 2022

Automated Detection of Wilson’s Disease Based on Improved Mel-frequency Cepstral Coefficients with Signal Decomposition INTERSPEECH 2022