awesome-dementia-detection

Papers

• Accuracy of telephone screening tools to identify dementia patients remotely: systematic review3. Novel research topics in dementia

  Charlotte Olivia Riley, B. McKinstry, Karen Fairhurst, JRSM Open, (2022), Cited By: 6

• A Comparative Analysis of Federated Learning for Speech-Based Cognitive Decline Detection3. Novel research topics in dementia

  Stefan Kalabakov, Monica González Machorro, F. Eyben, Björn W. Schuller, Bert Arnrich, Interspeech, (2024), Cited By: 1

• A Comparative Study of Acoustic and Linguistic Features Classification for Alzheimer's Disease Detection4. Regular papers

  Jinchao Li, Jianwei Yu, Zi Ye, Simon Wong, M. Mak, B. Mak, Xunying Liu, Helen M. Meng, IEEE International Conference on Acoustics, Speech, and Signal Processing, (2021), Cited By: 31

• A Comparison of Acoustic and Linguistics Methodologies for Alzheimer's Dementia Recognition2. Special challenges

  N. Cummins, Yilin Pan, Zhao Ren, J. Fritsch, Venkata Srikanth Nallanthighal, H. Christensen, D. Blackburn, Björn Schuller, M. Magimai-Doss, H. Strik, Aki Härmä, Interspeech, (2020), Cited By: 62

• A Comparison of Connected Speech Tasks for Detecting Early Alzheimer’s Disease and Mild Cognitive Impairment Using Natural Language Processing and Machine Learning2. Special challenges

  Natasha Clarke, T. Barrick, P. Garrard, Frontiers of Computer Science, (2021), Cited By: 44

• Acoustic and Language Based Deep Learning Approaches for Alzheimer's Dementia Detection From Spontaneous Speech2. Special challenges

  Pranav Mahajan, V. Baths, Frontiers in Aging Neuroscience, (2021), Cited By: 63