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A Metadata Extraction Approach for Clinical Case Reports to Enable Advanced Understanding of Biomedical Concepts
Published on: September 20, 2018
Clinical Manifestations
Jennifer Woodward1, Timothy Ryan Smith2, Jill K Morris3
1University of Kansas Medical Center, Department of Family Medicine, Kansas City, KS, USA.
Primary care providers can now systematically detect dementia earlier using new tools and collaborative care. This model empowers them to improve diagnosis and access to timely, high-quality dementia care.
Area of Science:
- Neurology
- Primary Care Medicine
- Healthcare Systems
Background:
- The advent of blood-based biomarkers (e.g., ptau217) and anti-amyloid therapies necessitates earlier dementia detection in primary care.
- Primary care providers (PCPs) often face challenges incorporating these advancements due to limited tools, training, and time.
- The University of Kansas Health System (UKHS) developed a system-wide model to address these challenges and improve dementia care.
Purpose of the Study:
- To implement and evaluate a health-system-wide model aimed at empowering PCPs for earlier and more systematic dementia detection.
- To integrate innovations like blood biomarkers and collaborative care into routine primary care practice.
- To enhance diagnostic confidence and streamline dementia care pathways.
Main Methods:
- The Brain Health Care Accelerator program integrates standardized workflows, clinical decision support, blood biomarker testing (ptau217), and collaborative care.
- Key components include a "Cognitive Assessment Visit" template and specialized referral pathways to memory care sub-clinics.
- Collaborative care models ensure PCPs remain central, with options for e-consultation, complex diagnostics, anti-amyloid treatment, and long-term memory support.
Main Results:
- Systematic data collection on time-to-diagnosis, referral, treatment initiation, and service utilization is ongoing.
- Initial feedback shows high PCP interest and engagement.
- Qualitative assessments of program feasibility and acceptability are being conducted; adoption by UKHS Family Medicine is planned for mid-2025.
Conclusions:
- The implemented model empowers PCPs with decision support, biomarkers, and collaborative pathways to enhance diagnostic accuracy and access to care.
- This approach bridges primary and specialty memory care, offering a scalable solution for rising dementia care demands and specialist shortages.
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