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Published on: May 17, 2019
Big Data for Geriatric Oncology Research
Emilie D Duchesneau1, Heidi D Klepin2, Amresh D Hanchate3
1Department of Epidemiology and Prevention, Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, North Carolina.
Cancer disproportionately affects older adults in North Carolina. Big data analytics can help address limited clinical trial evidence and improve care strategies for geriatric oncology patients.
Area of Science:
- Geriatric Oncology
- Big Data Analytics
- Clinical Trial Research
Background:
- Cancer is a leading cause of death in North Carolina, with a significant portion of diagnoses in adults aged 65 and older.
- Limited cancer clinical trials exist for older adults, creating a gap in evidence-based care strategies for this demographic.
- Optimal cancer care for the elderly population remains an under-researched area.
Purpose of the Study:
- To highlight the potential of big data to address research gaps in geriatric oncology.
- To emphasize the need for improved clinical trial access and evidence generation for older cancer patients.
Main Methods:
- Review of existing literature on geriatric oncology and clinical trials.
- Exploration of big data methodologies applicable to cancer research in older adults.
- Identification of key areas where big data can inform geriatric cancer care strategies.
Main Results:
- Big data offers a powerful tool to analyze large datasets and identify trends in geriatric oncology.
- Potential to uncover insights into treatment efficacy, patient outcomes, and survivorship in older adults.
- Facilitates the development of personalized and effective care plans for elderly cancer patients.
Conclusions:
- Big data analytics can significantly advance geriatric oncology research by filling critical evidence gaps.
- Leveraging big data is essential for improving cancer care strategies and outcomes for older adults.
- Further research and implementation of big data approaches are recommended to benefit this growing patient population.
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