Using AI to improve communication in cancer care
Resubmission- Deep Neural Networks to Identify Moments of Human Connection in Cancer Communication
['FUNDING_R21'] · UNIVERSITY OF VERMONT & ST AGRIC COLLEGE · NIH-11011486
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
| Phase | ['FUNDING_R21'] |
|---|---|
| Study type | Nih_funding |
| Sex | All |
| Sponsor | UNIVERSITY OF VERMONT & ST AGRIC COLLEGE (nih funded) |
| Locations | 1 site (BURLINGTON, UNITED STATES) |
| Trial ID | NIH-11011486 on ClinicalTrials.gov |
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.
Who could benefit from this research
Good fit: Ideal candidates for this research are hospitalized patients diagnosed with advanced cancer who are receiving palliative care.
Not a fit: Patients with early-stage cancer or those not receiving palliative care may not benefit from this research.
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 performed: 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
BURLINGTON, UNITED STATES
- 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
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.
Conditions: Advanced Cancer, Cancers