Using technology to identify cognitive impairment in older adults
Natural Language Processing and Automated Speech Recognition to Identify Older Adults with Cognitive Impairment
This study is working on new technology to help doctors spot early signs of memory problems, like mild cognitive impairment and Alzheimer's, in older adults by looking at their speech and health records, so they can get the support they need sooner.
Quick facts
| Grant type | R01 grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | Icahn School of Medicine at Mount Sinai NIH-funded |
| Lab location | 1 site (New York, United States) |
| Project ID | NIH-10806988 on NIH RePORTER |
What this research studies
This research develops advanced technologies, specifically natural language processing (NLP) and automated speech analysis (ASA), to help identify older adults with cognitive impairment, including mild cognitive impairment and Alzheimer's Disease. By analyzing data from electronic health records and speech patterns, the project aims to improve the accuracy and efficiency of diagnosing cognitive issues in clinical settings. This approach seeks to capture signs of cognitive decline earlier than traditional methods, potentially leading to timely interventions and support for patients and their families.
Who could benefit from this research
Good fit: Ideal candidates for this research are older adults experiencing cognitive changes or those at risk for cognitive impairment.
Not a fit: Patients with no cognitive impairment or those who are not older adults may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to earlier and more accurate identification of cognitive impairment in older adults, improving patient outcomes and care.
How similar studies have performed: Other research has shown promise in using technology for cognitive assessment, indicating that this approach could be effective.
Where this research is happening
New York, United States
- Icahn School of Medicine at Mount Sinai — New York, United States (Active)
Researchers
- Principal investigator: Federman, Alex D — Icahn School of Medicine at Mount Sinai
- Study coordinator: Federman, Alex D
About this research
- This is an active NIH-funded research project — typically early-stage science, not a clinical trial accepting patient enrollment.
- Some NIH-funded labs run parallel clinical studies or seek volunteers for related work. To check, contact the principal investigator or institution listed above.
- For full project details, budget, and progress reports, visit the official NIH RePORTER page below.