Using AI to improve communication in cancer care
Official title: Resubmission- Deep Neural Networks to Identify Moments of Human Connection in Cancer Communication
Funded at University of Vermont & St Agric College · NIH-11011486 · Data updated 2026-11-12
This study is looking at how artificial intelligence can help improve conversations between patients with advanced cancer and their doctors, so they can connect better and make decisions together about care.
Quick facts
| Grant type | R21 grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | University of Vermont & St Agric College NIH-funded |
| Lab location | 1 site (Burlington, United States) |
| Project start | February 1, 2024 |
| Project end | January 31, 2026 |
| Funding year | 2025 |
| Award (this year) | $182,325 |
| NIH project number | 5R21CA259543-02 |
| Project ID | NIH-11011486 on NIH RePORTER |
Who could benefit from this research
✓Could help
Ideal candidates for this research are hospitalized patients diagnosed with advanced cancer who are receiving palliative care.
✕Less likely to help
Patients with early-stage cancer or those not receiving palliative care may not benefit from this research.
What this research studies
This research investigates how artificial intelligence can enhance communication between patients with advanced cancer and their healthcare providers. By analyzing recorded conversations, the study aims to identify key moments of connection that signify effective communication. The approach utilizes deep learning algorithms to automatically assess the quality of these interactions, focusing on aspects like listening and shared decision-making. This could lead to better communication strategies in clinical settings, ultimately improving patient care.
Why it matters
Potential benefit: If successful, this research could lead to improved communication strategies that enhance the quality of care for patients with advanced cancer.
How similar studies have gone: Previous research has shown promise in using AI for communication analysis in healthcare, indicating potential for success in this novel approach.
Where this research is happening
-
University of Vermont & St Agric College
Burlington, United States Active
Researchers
- Principal investigator: Gramling, Robert E — University of Vermont & St Agric College
- Study coordinator: Gramling, Robert E
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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.