Exploiting linguistic information from Nepali transcripts for early detection of Alzheimer's disease using natural language processing and machine learning techniques
Bibliographic Data
| ID | 21642599 |
|---|---|
| Authors | Surabhi Adhikari (Delhi Technological University), Surendrabikram Thapa (0000-0003-4119-8239, Virginia Tech), Usman Naseem (0000-0003-0191-7171, The University of Sydney), Priyanka Singh (0000-0002-9569-787X, University of Technology Sydney), Huan Huo (0000-0003-2440-714X, University of Technology Sydney), Gnana Bharathy (0000-0001-8384-9509, University of Technology Sydney), Mukesh Prasad (0000-0002-7745-9667, University of Technology Sydney, corresponding author) |
| Year | 2022 |
| Volume | 160 |
| Pages | 102761 |
| Publication date | 2022-04-01 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | International Journal of Human-Computer Studies (JOURNAL) |
| Journal identifiers | ISSN: 1071-5819 • E-ISSN: 1095-9300 |
| Publisher | Elsevier BV (PUBLISHER) |
| DOI | 10.1016/j.ijhcs.2021.102761 |
| OpenAlex | W4200554941 |
| Language | EN |
| Citations received | 2 |
| References cited | 37 |
Cognition · Disease · Linguistics · Natural language processing · Nepali · Pathology · Computer Science · Dementia and Cognitive Impairment Research · Interpreting and Communication in Healthcare · Medicine · Natural Language Processing Techniques · Psychology · Artificial Intelligence
Principles of Good Practice for the Translation and Cultural Adaptation Process for Patient-Reported Outcomes (PRO) Measures
Support-Vector Networks
ImageNet classification with deep convolutional neural networks
Clinical diagnosis of Alzheimer's disease
Framewise phoneme classification with bidirectional LSTM and other neural network architectures
Long Short-Term Memory
The Blackwell guide to research methods in bilingualism and multilingualism
Dementia-Related Functional Disability in Moderate to Advanced Parkinson’s Disease
| Unique citing works | 2 |
|---|---|
| Citations per year | 0,67 |
| Citation span | 2023 - 2023 (1) |
| Citation velocity | historical |
| Highly cited | No |
| Citation types | Neutral: 2 |