Multimodal Inductive Transfer Learning for Detection of Alzheimer's
Dementia and its Severity

Multimodal Inductive Transfer Learning for Detection of Alzheimer's Dementia and its Severity

30 August 2020

Papers citing "Multimodal Inductive Transfer Learning for Detection of Alzheimer's Dementia and its Severity"

11 / 11 papers shown

Title
A Systematic Review of NLP for Dementia -- Tasks, Datasets and Opportunities Lotem Peled-Cohen Roi Reichart 46 1 0 29 Sep 2024
Cognitive Insights Across Languages: Enhancing Multimodal Interview Analysis David Ortiz-Perez José García Rodríguez David Tomás 38 1 0 11 Jun 2024
Streaming Anchor Loss: Augmenting Supervision with Temporal Significance U. Sarawgi John Berkowitz Vineet Garg Arnav Kundu Minsik Cho Sai Srujana Buddi Saurabh N. Adya Ahmed H. Tewfik 39 1 0 09 Oct 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 27 8 0 06 Jun 2023
Context-aware attention layers coupled with optimal transport domain adaptation and multimodal fusion methods for recognizing dementia from spontaneous speech Loukas Ilias D. Askounis 34 9 0 25 May 2023
Efficient Multimodal Neural Networks for Trigger-less Voice Assistants Sai Srujana Buddi U. Sarawgi Tashweena Heeramun Karan Sawnhey Ed Yanosik Saravana Rathinam Saurabh N. Adya 38 5 0 20 May 2023
Detecting Dementia from Speech and Transcripts using Transformers Loukas Ilias D. Askounis J. Psarras 18 32 0 27 Oct 2021
Alzheimers Dementia Detection using Acoustic & Linguistic features and Pre-Trained BERT Akshay Valsaraj Ithihas Madala Nikhil Garg V. Baths 19 9 0 22 Sep 2021
Comparing Acoustic-based Approaches for Alzheimer's Disease Detection Aparna Balagopalan Jekaterina Novikova 27 40 0 03 Jun 2021
Gender Bias in Depression Detection Using Audio Features A. Bailey Mark D. Plumbley 31 58 0 28 Oct 2020
Why have a Unified Predictive Uncertainty? Disentangling it using Deep Split Ensembles U. Sarawgi W. Zulfikar Rishab Khincha Pattie Maes PER UQCV BDL UD 23 7 0 25 Sep 2020