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
[21]   Machine Learning Algorithms for Natural Language Semantics and Cognitive Computing [J].
Khan, Emdad .
2016 INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE & COMPUTATIONAL INTELLIGENCE (CSCI), 2016, :1146-1151
[22]   Julia language in machine learning: Algorithms, applications, and open issues [J].
Gao, Kaifeng ;
Mei, Gang ;
Piccialli, Francesco ;
Cuomo, Salvatore ;
Tu, Jingzhi ;
Huo, Zenan .
COMPUTER SCIENCE REVIEW, 2020, 37
[23]   USING MACHINE LEARNING ALGORITHMS FOR NATURAL HABITATS ASSESSMENT [J].
Marian, Monica Liliana ;
Nasui, Daniel ;
Ghise, Ciprian Radu ;
Popovici, Flavia ;
Sabo, Cosmin ;
Mare, Rosca Oana ;
Mihalescu, Lucia ;
Vasilescu, Bogdan ;
Vosgan, Zorica .
CARPATHIAN JOURNAL OF EARTH AND ENVIRONMENTAL SCIENCES, 2024, 19 (01) :103-113
[24]   Credit Risk Assessment Using Machine Learning Algorithms [J].
Attigeri, Girija V. ;
Pai, M. M. Manohara ;
Pai, Radhika M. .
ADVANCED SCIENCE LETTERS, 2017, 23 (04) :3649-3653
[25]   Machine learning algorithms for diabetes detection: a comparative evaluation of performance of algorithms [J].
Surabhi Saxena ;
Debashish Mohapatra ;
Subhransu Padhee ;
Goutam Kumar Sahoo .
Evolutionary Intelligence, 2023, 16 :587-603
[26]   Machine learning algorithms for diabetes detection: a comparative evaluation of performance of algorithms [J].
Saxena, Surabhi ;
Mohapatra, Debashish ;
Padhee, Subhransu ;
Sahoo, Goutam Kumar .
EVOLUTIONARY INTELLIGENCE, 2023, 16 (02) :587-603
[27]   Product description classification in portuguese: performance assessment of machine learning algorithms, preprocessing and attribute extraction [J].
Daru, Gilsiley Henrique ;
Loch, Gustavo Valentim ;
Pietezak, Daniel Felipe .
EM QUESTAO, 2024, 30
[28]   Hyperparameter tuning and performance assessment of statistical and machine-learning algorithms using spatial data [J].
Schratz, Patrick ;
Muenchow, Jannes ;
Iturritxa, Eugenia ;
Richter, Jakob ;
Brenning, Alexander .
ECOLOGICAL MODELLING, 2019, 406 :109-120
[29]   Performance Analysis of Machine Learning Algorithms for Gender Classification [J].
Pondhu, Laxmi Narayana ;
Kummari, Govardhani .
PROCEEDINGS OF THE 2018 SECOND INTERNATIONAL CONFERENCE ON INVENTIVE COMMUNICATION AND COMPUTATIONAL TECHNOLOGIES (ICICCT), 2018, :1626-1628
[30]   Application of Machine Learning Algorithms for the Query Performance Prediction [J].
Milicevic, Mario ;
Baranovic, Mirta ;
Zubrinic, Krunoslav .
ADVANCES IN ELECTRICAL AND COMPUTER ENGINEERING, 2015, 15 (03) :33-44