AI & ML interests
AI for Healthcare, Medicine, and Clinical Text!
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PortalPal is a project run by the Persist Lab @ Dartmouth College where we build AI tools for patient portal messaging.
Relevant Publications:
- How Much Would a Clinician Edit This Draft? Evaluating LLM Alignment for Patient Message Response Drafting (Pre-print)
- Follow-up Question Generation For Enhanced Patient-Provider Conversations (Accepted @ ACL Main 25')
- In-Context Learning for Preserving Patient Privacy: A Framework for Synthesizing Realistic Patient Portal Messages (ML4H Findings 24')
- Identifying the Perceived Severity of Patient-Generated Telemedical Queries Regarding COVID: Developing and Evaluating a Transfer Learning–Based Solution (JMIR 22')
models
0
None public yet
datasets
5
PortalPal-AI/Patient-Message-Response-Drafting
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100
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263
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2
PortalPal-AI/Message-Severity-COVID-19
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573
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15
PortalPal-AI/Question-Matching
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100
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33
PortalPal-AI/Portal-Messaging-Topics
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14
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4
PortalPal-AI/Followup-Q
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Updated
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250
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138
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4