The Effect of Heterogeneous Data for Alzheimer's Disease Detection from
Speech

The Effect of Heterogeneous Data for Alzheimer's Disease Detection from Speech

29 November 2018

Aparna Balagopalan

Jekaterina Novikova

Marzyeh Ghassemi

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Papers citing "The Effect of Heterogeneous Data for Alzheimer's Disease Detection from Speech"

13 / 13 papers shown

Title
Acoustic-Linguistic Features for Modeling Neurological Task Score in Alzheimer's Saurav K. Aryal H. Prioleau L. Burge 50 3 0 13 Sep 2022
Impact of Environmental Noise on Alzheimer's Disease Detection from Speech: Should You Let a Baby Cry? Jekaterina Novikova 51 0 0 31 Mar 2022
Robustness and Sensitivity of BERT Models Predicting Alzheimer's Disease from Text Jekaterina Novikova OOD 76 10 0 24 Sep 2021
Comparing Acoustic-based Approaches for Alzheimer's Disease Detection Aparna Balagopalan Jekaterina Novikova 55 43 0 03 Jun 2021
Model-agnostic interpretation by visualization of feature perturbations Wilson E. Marcílio-Jr D. M. Eler Fabricio A. Breve AAML 20 1 0 26 Jan 2021
Augmenting BERT Carefully with Underrepresented Linguistic Features Aparna Balagopalan Jekaterina Novikova 39 2 0 12 Nov 2020
Fantastic Features and Where to Find Them: Detecting Cognitive Impairment with a Subsequence Classification Guided Approach Benjamin Eyre Aparna Balagopalan Jekaterina Novikova 47 8 0 13 Oct 2020
To BERT or Not To BERT: Comparing Speech and Language-based Approaches for Alzheimer's Disease Detection Aparna Balagopalan Benjamin Eyre Frank Rudzicz Jekaterina Novikova 58 124 0 26 Jul 2020
Human Factors in Model Interpretability: Industry Practices, Challenges, and Needs Sungsoo Ray Hong Jessica Hullman E. Bertini HAI 87 195 0 23 Apr 2020
A Multi-Modal Feature Embedding Approach to Diagnose Alzheimer Disease from Spoken Language S. Zargarbashi B. BabaAli 26 25 0 01 Oct 2019
Lexical Features Are More Vulnerable, Syntactic Features Have More Predictive Power Jekaterina Novikova Aparna Balagopalan Ksenia Shkaruta Frank Rudzicz 46 7 0 30 Sep 2019
Variations on the Chebyshev-Lagrange Activation Function Yuchen Li Frank Rudzicz Jekaterina Novikova 26 1 0 24 Jun 2019
Impact of ASR on Alzheimer's Disease Detection: All Errors are Equal, but Deletions are More Equal than Others Aparna Balagopalan Ksenia Shkaruta Jekaterina Novikova 42 10 0 02 Apr 2019