Supplementary file 1_LLMCARE: early detection of cognitive impairment via transformer models enhanced by LLM-generated synthetic data.docx

Background<p>Alzheimer’s disease and related dementias (ADRD) affect nearly five million older adults in the United States, yet more than half remain undiagnosed. Speech-based natural language processing (NLP) provides a scalable approach to identify early cognitive decline by detecting subtle...

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Xehetasun bibliografikoak
Egile nagusia:	Ali Zolnour (16874505) (author)
Beste egile batzuk:	Hossein Azadmaleki (22572551) (author), Yasaman Haghbin (22572554) (author), Fatemeh Taherinezhad (22572557) (author), Mohamad Javad Momeni Nezhad (22572560) (author), Sina Rashidi (22572563) (author), Masoud Khani (16874517) (author), AmirSajjad Taleban (22572566) (author), Samin Mahdizadeh Sani (22572569) (author), Maryam Dadkhah (3633856) (author), James M. Noble (18282749) (author), Suzanne Bakken (12871319) (author), Yadollah Yaghoobzadeh (16874514) (author), Abdol-Hossein Vahabie (5831630) (author), Masoud Rouhizadeh (11340564) (author), Maryam Zolnoori (13200013) (author)
Argitaratua:	2025
Gaiak:	Knowledge Representation and Machine Learning Alzheimer’s disease mild cognitive impairment (MCI) large language models data augmentation transformers natural language processing
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Supplementary file 1_LLMCARE: early detection of cognitive impairment via transformer models enhanced by LLM-generated synthetic data.docx

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