Comparing Natural Language Processing Techniques for Alzheimer's
Dementia Prediction in Spontaneous Speech

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Comparing Natural Language Processing Techniques for Alzheimer's Dementia Prediction in Spontaneous Speech

12 June 2020

Zina M. Ibrahim

Richard J. B. Dobson

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Papers citing "Comparing Natural Language Processing Techniques for Alzheimer's Dementia Prediction in Spontaneous Speech"

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Title
A Systematic Review of NLP for Dementia -- Tasks, Datasets and Opportunities Lotem Peled-Cohen Roi Reichart 93 1 0 29 Sep 2024
The Unreliability of Acoustic Systems in Alzheimer's Speech Datasets with Heterogeneous Recording Conditions L. Gauder Pablo Riera A. Slachevsky G. Forno Adolfo M. Garcia Luciana Ferrer 60 2 0 11 Sep 2024
AI and Non AI Assessments for Dementia M. Parsapoor Hamed Ghodrati Vincenzo Dentamaro C. Madan Ioulietta Lazarou S. Nikolopoulos Y. Kompatsiaris 51 3 0 30 Jun 2023
Alzheimer Disease Classification through ASR-based Transcriptions: Exploring the Impact of Punctuation and Pauses Lucía Gómez Zaragozá Simone Wills Cristian Tejedor-García Javier Marín-Morales Mariano Alcañiz H. Strik 40 8 0 06 Jun 2023
Acoustic-Linguistic Features for Modeling Neurological Task Score in Alzheimer's Saurav K. Aryal H. Prioleau L. Burge 54 3 0 13 Sep 2022
Exploring linguistic feature and model combination for speech recognition based automatic AD detection Yi Wang Tianzi Wang Zi Ye Lingwei Meng Shoukang Hu Xixin Wu Xunying Liu Helen M. Meng 87 20 0 28 Jun 2022
Conformer Based Elderly Speech Recognition System for Alzheimer's Disease Detection Tianzi Wang Jiajun Deng Mengzhe Geng Zi Ye Shoukang Hu Yi Wang Mingyu Cui Zengrui Jin Xunying Liu Helen M. Meng 90 23 0 23 Jun 2022
NeuraHealth: An Automated Screening Pipeline to Detect Undiagnosed Cognitive Impairment in Electronic Health Records with Deep Learning and Natural Language Processing Tanish Tyagi C. Magdamo Ayush Noori Zhaozhi Li Xiao-Yang Liu ... Bradley T.Hyman D. Blacker S. Mukerji M. P. M. Brandon Westover Sudeshna Das Massachusetts General Hospital 43 1 0 12 Jan 2022
Robustness and Sensitivity of BERT Models Predicting Alzheimer's Disease from Text Jekaterina Novikova OOD 76 10 0 24 Sep 2021
Alzheimers Dementia Detection using Acoustic & Linguistic features and Pre-Trained BERT Akshay Valsaraj Ithihas Madala Nikhil Garg V. Baths 44 10 0 22 Sep 2021
Uncertainty-Aware Boosted Ensembling in Multi-Modal Settings U. Sarawgi Rishab Khincha W. Zulfikar Satrajit S. Ghosh Pattie Maes UQCV 55 7 0 21 Apr 2021
Uncertainty-Aware Multi-Modal Ensembling for Severity Prediction of Alzheimer's Dementia U. Sarawgi W. Zulfikar Rishab Khincha Pattie Maes UQCV 16 2 0 03 Oct 2020