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Andrea Davidson

9 papers hereh-index 573 citations20 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author7

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cs.AI2
  • cs.HC2
  • cs.LG2
  • cs.CV1
  • eess.SP1
  • q-bio.QM1

identity via Semantic Scholar / OpenAlex

activity
20242026
collaborators
Showing cs.HCShow all

2 papers · 1 filter

cs.HC2025

Human-Centered Development of an Explainable AI Framework for Real-Time Surgical Risk Surveillance

Andrea E Davidson, Jessica M Ray, Yulia Levites Strekalova +2

Background: Artificial Intelligence (AI) clinical decision support (CDS) systems have the potential to augment surgical risk assessments, but successful adoption depends on an unde…

cs.HC2025

An Iterative, User-Centered Design of a Clinical Decision Support System for Critical Care Assessments: Co-Design Sessions with ICU Clinical Providers

Andrea E. Davidson, Jessica M. Ray, Ayush K. Patel +3

This study reports the findings of qualitative interview sessions conducted with ICU clinicians for the co-design of a system user interface of an artificial intelligence (AI)-driv…

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