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Neurological Disorders

59 directly classified papers

Papers per year

Papers

Is the Brain Mechanism for Hierarchical Structure Building Universal Across Languages? An fMRI Study of Chinese and English EMNLP 2022
Learning Interpretable Models for Coupled Networks Under Domain Constraints AAAI 2021
Tackling the ADRESSO Challenge 2021: The MUET-RMIT System for Alzheimer’s Dementia Recognition from Spontaneous Speech INTERSPEECH 2021
Alzheimer Disease Recognition Using Speech-Based Embeddings From Pre-Trained Models INTERSPEECH 2021
A Hierarchical Approach to Multi-Event Survival Analysis AAAI 2021
Learning Riemannian metric for disease progression modeling NIPS 2021
Brain Decoding Using fNIRS AAAI 2021
Preclinical Stage Alzheimer's Disease Detection Using Magnetic Resonance Image Scans AAAI 2021
Interactive Video Acquisition and Learning System for Motor Assessment of Parkinson's Disease IJCAI 2021
Improving Detection of Alzheimer’s Disease Using Automatic Speech Recognition to Identify High-Quality Segments for More Robust Feature Extraction INTERSPEECH 2020
Learning Multi-Modal Biomarker Representations via Globally Aligned Longitudinal Enrichments AAAI 2020
Predicting Cognitive Declines Using Longitudinally Enriched Representations for Imaging Biomarkers CVPR 2020
Multiscale System for Alzheimer’s Dementia Recognition Through Spontaneous Speech INTERSPEECH 2020
Does Lexical Retrieval Deteriorate in Patients with Mild Cognitive Impairment? Analysis of Brain Functional Network Will Tell INTERSPEECH 2020
Priority U-Net: Detection of Punctuate White Matter Lesions in Preterm Neonate in 3D Cranial Ultrasonography MIDL 2020
Analysis of Hierarchical Multi-Content Text Classification Model on B-SHARP Dataset for Early Detection of Alzheimer’s Disease AACL 2020
Various Approaches for Predicting Stroke Prognosis using Magnetic Resonance Imaging Text Records EMNLP 2020
Topic-Based Measures of Conversation for Detecting Mild CognitiveImpairment ACL 2020
Not a cute stroke: Analysis of Rule- and Neural Network-based Information Extraction Systems for Brain Radiology Reports EMNLP 2020
Infra-slow brain dynamics as a marker for cognitive function and decline NIPS 2019
Use of Beiwe Smartphone App to Identify and Track Speech Decline in Amyotrophic Lateral Sclerosis (ALS) INTERSPEECH 2019
3D multirater RCNN for multimodal multiclass detection and characterisation of extremely small objects MIDL 2019
Interpretable Deep Learning Model for the Detection and Reconstruction of Dysarthric Speech INTERSPEECH 2019
Brain-Computer Interface using Electroencephalogram Signatures of Eye Blinks INTERSPEECH 2018
Multiscale Semi-Markov Dynamics for Intracortical Brain-Computer Interfaces NIPS 2017