Neurological Disorders

SCNNs: Spike-based Coupling Neural Networks for Understanding Structural-Functional Relationships in the Human Brain IJCAI 2025 Seamless Dysfluent Speech Text Alignment for Disordered Speech Analysis Interspeech 2025 Speech power spectra: a window into neural oscillations in Parkinson's disease Interspeech 2025 Synchronous analysis of abnormal acoustic and linguistic production in Parkinson's speech Interspeech 2025 Towards atypical speech transcription using LLM-based ASR Interspeech 2025 Using LLMs to Aid Annotation and Collection of Clinically-Enriched Data in Bipolar Disorder and Schizophrenia NAACL 2025 Whisper-Based Multilingual Alzheimer's Disease Detection and Improvements for Low-Resource Language Interspeech 2025 Benchmarking Reliability of Deep Learning Models for Pathological Gait Classification MLHC 2024 DMNet: Self-comparison Driven Model for Subject-independent Seizure Detection NeurIPS 2024 Exploiting Foundation Models and Speech Enhancement for Parkinson's Disease Detection from Speech in Real-World Operative Conditions Interspeech 2024 Exploring the Enigma of Neural Dynamics Through A Scattering-Transform Mixer Landscape for Riemannian Manifold ICML 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 Localising the Seizure Onset Zone from Single-Pulse Electrical Stimulation Responses with a CNN Transformer MLHC 2024 Multimodal Digital Biomarkers for Longitudinal Tracking of Speech Impairment Severity in ALS: An Investigation of Clinically Important Differences Interspeech 2024 Predictive Powered Inference for Healthcare; Relating Optical Coherence Tomography Scans to Multiple Sclerosis Disease Progression MLHC 2024 Temporal Co-Registration of Simultaneous Electromagnetic Articulography and Electroencephalography for Precise Articulatory and Neural Data Alignment Interspeech 2024 Breaking Barriers: Exploring the Diagnostic Potential of Speech Narratives in Hindi for Alzheimer’s Disease ACL 2023 Data-Driven Network Neuroscience: On Data Collection and Benchmark NeurIPS 2023 Early Diagnosis of Alzheimer through Swin-Transformer-Based Deep Learning Framework using Sparse Diffusion Measures ACML 2023 MEG Encoding using Word Context Semantics in Listening Stories Interspeech 2023 Nasal vowel production and grammatical processing in French-speaking children with cochlear implants and normal-hearing peers. Interspeech 2023 Plug-and-Play Stability for Intracortical Brain-Computer Interfaces: A One-Year Demonstration of Seamless Brain-to-Text Communication NeurIPS 2023 Pre-Training Transformers for Fingerprinting to Improve Stress Prediction in fMRI MIDL 2023 ScatterFormer: Locally-Invariant Scattering Transformer for Patient-Independent Multispectral Detection of Epileptiform Discharges AAAI 2023