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Papers
Diffusion MRI Transformer with a Diffusion Space Rotary Positional Embedding (D-RoPE)
CVPR 2026
Diffusion with a Linguistic Compass: Steering the Generation of Clinically Plausible Future sMRI Representations for Early MCI Conversion Prediction
CVPR 2026
Interpretable Machine Learning for In-Home Mild Cognitive Impairment Detection
AAAI 2026
Tonal Salience in Cognitive Decline: In-Context MCI Detection with Multimodal LLMs
ACL 2026
Accessible Real-time Eye-gaze Tracking for Neurocognitive Health Assessment: A Multimodal Web-based Approach
Interspeech 2025
An Exploration of Interpretable Deep Learning Models for the Assessment of Mild Cognitive Impairment
Interspeech 2025
Synchronous analysis of abnormal acoustic and linguistic production in Parkinson's speech
Interspeech 2025
Analyzing Multimodal Features of Spontaneous Voice Assistant Commands for Mild Cognitive Impairment Detection
Interspeech 2024
Automatic Detection of Rhythmic Features in Pathological Speech of MCI and Dementia Patients
COLING 2024
Cognitive Insights Across Languages: Enhancing Multimodal Interview Analysis
Interspeech 2024
CogniVoice: Multimodal and Multilingual Fusion Networks for Mild Cognitive Impairment Assessment from Spontaneous Speech
Interspeech 2024
Combining Acoustic Feature Sets for Detecting Mild Cognitive Impairment in the Interspeech'24 TAUKADIAL Challenge
Interspeech 2024
Connected Speech-Based Cognitive Assessment in Chinese and English
Interspeech 2024
Detection of Cognitive Impairment And Alzheimer's Disease Using a Speech- and Language-Based Protocol
Interspeech 2024
Infusing Acoustic Pause Context into Text-Based Dementia Assessment
Interspeech 2024
Multilingual Speech and Language Analysis for the Assessment of Mild Cognitive Impairment: Outcomes from the Taukadial Challenge
Interspeech 2024
Pre-trained Feature Fusion and Matching for Mild Cognitive Impairment Detection
Interspeech 2024
Segmental and Suprasegmental Speech Foundation Models for Classifying Cognitive Risk Factors: Evaluating Out-of-the-Box Performance
Interspeech 2024
The Interspeech 2024 TAUKADIAL Challenge: Multilingual Mild Cognitive Impairment Detection with Multimodal Approach
Interspeech 2024
Translingual Language Markers for Cognitive Assessment from Spontaneous Speech
Interspeech 2024
Stage Detection of Mild Cognitive Impairment: Region-dependent Graph Representation Learning on Brain Morphable Meshes
MIDL 2023
Speech Acoustics in Mild Cognitive Impairment and Parkinson's Disease With and Without Concurrent Drawing Tasks
Interspeech 2022
Dissociating Semantic and Phonemic Search Strategies in the Phonemic Verbal Fluency Task in early Dementia
NAACL 2021
Acoustic Feature Extraction with Interpretable Deep Neural Network for Neurodegenerative Related Disorder Classification
Interspeech 2020
Analysis of Hierarchical Multi-Content Text Classification Model on B-SHARP Dataset for Early Detection of Alzheimer’s Disease
AACL 2020