most citedLLMCARE: early detection of cognitive impairment via transformer models enhanced by LLM-generated synthetic data

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National Institute on Aging PREPARE Challenge: Early Detection of Cognitive Impairment Using Speech -- The SpeechCARE Solution

Maryam Zolnoori, Hossein Azadmaleki, Yasaman Haghbin +6

Alzheimer's disease and related dementias (ADRD) affect one in five adults over 60, yet more than half of individuals with cognitive decline remain undiagnosed. Speech-based assess…