Enriching Complex Networks with Word Embeddings for Detecting Mild
Cognitive Impairment from Speech Transcripts

Enriching Complex Networks with Word Embeddings for Detecting Mild Cognitive Impairment from Speech Transcripts

26 April 2017

L. B. D. Santos

Edilson Anselmo Corrêa Júnior

ArXiv (abs)PDF HTML

Papers citing "Enriching Complex Networks with Word Embeddings for Detecting Mild Cognitive Impairment from Speech Transcripts"

13 / 13 papers shown

Title
Leveraging Prompt Learning and Pause Encoding for Alzheimer's Disease Detection Yin-Long Liu Rui Feng Jia-Hong Yuan Zhen-Hua Ling 112 2 0 09 Dec 2024
A Systematic Review of NLP for Dementia -- Tasks, Datasets and Opportunities Lotem Peled-Cohen Roi Reichart 93 1 0 29 Sep 2024
Linguistic-Based Mild Cognitive Impairment Detection Using Informative Loss A. P. Fard Mohammad H. Mahoor Muath Alsuhaibani Hiroko H. Dodge 79 4 0 23 Jan 2024
Exploiting prompt learning with pre-trained language models for Alzheimer's Disease detection Yi Wang Jiajun Deng Tianzi Wang Bo Zheng Shoukang Hu Xunying Liu Helen M. Meng 97 16 0 29 Oct 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 89 20 0 28 Jun 2022
Using virtual edges to extract keywords from texts modeled as complex networks J. V. Tohalino T. C. Silva D. R. Amancio GNN 37 3 0 04 May 2022
Text characterization based on recurrence networks Bárbara C. e Souza F. N. Silva Henrique F. de Arruda Giovana D. da Silva L. D. F. Costa D. R. Amancio AI4CE 59 9 0 17 Jan 2022
Language Networks: a Practical Approach J. V. Tohalino D. R. Amancio 24 0 0 13 Oct 2020
Artificial Intelligence, speech and language processing approaches to monitoring Alzheimer's Disease: a systematic review Sofia de la Fuente Garcia C. Ritchie Saturnino Luz 94 163 0 12 Oct 2020
Using word embeddings to improve the discriminability of co-occurrence text networks L. Quispe J. V. Tohalino D. R. Amancio 31 1 0 13 Mar 2020
A survey on Big Data and Machine Learning for Chemistry J. F. Rodrigues L. Florea Maria Cristina Ferreira de Oliveira D. Diamond Osvaldo N. Oliveira AI4CE 60 6 0 23 Apr 2019
Detecting cognitive impairments by agreeing on interpretations of linguistic features Zining Zhu Jekaterina Novikova Frank Rudzicz 49 27 0 20 Aug 2018
DeepEmo: Learning and Enriching Pattern-Based Emotion Representations Elvis Saravia Hsien-Chi Toby Liu Yi-Shin Chen 33 1 0 24 Apr 2018