Performance of machine learning algorithms for dementia assessment: impacts of language tasks, recording media, and modalities

被引：0
作者：
Mahboobeh (Mah) Parsapoor (Parsa)
Muhammad Raisul Alam
Alex Mihailidis
机构：
[1] Centre de Recherche Informatique de Montréal (CRIM),Department of Computer Science
[2] University of Toronto,Department Occupational Science and Occupational Therapy
[3] University of Toronto,Institute of Biomedical Engineering
[4] Vector Institute,undefined
[5] University of Toronto,undefined
来源：
BMC Medical Informatics and Decision Making | / 23卷
关键词：
Dementia; Alzheimer’s disease; Mild cognitive impairment; Acoustic features; Linguistic features; Machine learning; Language impairments; Language assessment methods; Speech assessment methods;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
[41]   Enhancing Social Media Platforms with Machine Learning Algorithms and Neural Networks [J].
Taherdoost, Hamed .
ALGORITHMS, 2023, 16 (06)
[42]   Assessment of Global Forest Coverage through Machine Learning Algorithms [J].
Metkewar, P. S. ;
Chauhan, Ravi ;
Prasanth, A. ;
Sathyamoorthy, Malathy .
EAI ENDORSED TRANSACTIONS ON SCALABLE INFORMATION SYSTEMS, 2024, 11 (04) :1-8
[43]   Intelligent tasks allocation at the edge based on machine learning and bio-inspired algorithms [J].
Soula, Madalena ;
Karanika, Anna ;
Kolomvatsos, Kostas ;
Anagnostopoulos, Christos ;
Stamoulis, George .
EVOLVING SYSTEMS, 2022, 13 (02) :221-242
[44]   Flexible Machine Learning Algorithms for Clinical Gait Assessment Tools [J].
Greve, Christian ;
Tam, Hobey ;
Grabherr, Manfred ;
Ramesh, Aditya ;
Scheerder, Bart ;
Hijmans, Juha M. .
SENSORS, 2022, 22 (13)
[45]   Wildfire assessment using machine learning algorithms in different regions [J].
Moghim, Sanaz ;
Mehrabi, Majid .
FIRE ECOLOGY, 2024, 20 (01)
[46]   Intelligent tasks allocation at the edge based on machine learning and bio-inspired algorithms [J].
Madalena Soula ;
Anna Karanika ;
Kostas Kolomvatsos ;
Christos Anagnostopoulos ;
George Stamoulis .
Evolving Systems, 2022, 13 :221-242
[47]   Engineering portfolios of Machine Learning algorithms to solve complex tasks in Robotics and Automated Reasoning [J].
Pulina, Luca .
AI COMMUNICATIONS, 2010, 23 (01) :61-63
[48]   Power Grid Health Assessment Using Machine Learning Algorithms [J].
Ioanes, Andrei ;
Tirnovan, Radu .
2019 11TH INTERNATIONAL SYMPOSIUM ON ADVANCED TOPICS IN ELECTRICAL ENGINEERING (ATEE), 2019,
[49]   Performance Assessment of Machine Learning Algorithms for Yellow Rust Wheat Disease Classification with UAV RGB Images [J].
Khalesi, Fatemeh ;
Talaeizadeh, Amin ;
Alasty, Aria ;
Daponte, Pasquale ;
De Vito, Luca ;
Picariello, Francesco .
2024 IEEE INTERNATIONAL WORKSHOP ON METROLOGY FOR AGRICULTURE AND FORESTRY, METROAGRIFOR, 2024, :450-455
[50]   Environmental impacts of economic growth: A STIRPAT analysis using machine learning algorithms [J].
Krishnendu, J. ;
Patra, Biswajit .
SUSTAINABLE FUTURES, 2025, 9
12345