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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

L. B. D. Santos
Edilson Anselmo Corrêa Júnior
O. N. Oliveira
D. R. Amancio
L. Mansur
S. Aluísio
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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
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
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
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
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
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
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
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
52
9
0
17 Jan 2022
Language Networks: a Practical Approach
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
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
Using word embeddings to improve the discriminability of co-occurrence text networks
L. Quispe
J. V. Tohalino
D. R. Amancio
29
1
0
13 Mar 2020
A survey on Big Data and Machine Learning for Chemistry
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
56
6
0
23 Apr 2019
Detecting cognitive impairments by agreeing on interpretations of linguistic features
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
DeepEmo: Learning and Enriching Pattern-Based Emotion Representations
Elvis Saravia
Hsien-Chi Toby Liu
Yi-Shin Chen
33
1
0
24 Apr 2018