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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
same name
  • Andrea Davidson — 2 papers

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedEnd-to-End Machine Learning Framework for Facial AU Detection in Intensive Care Units

3 citations · 6 across the 4 of their papers we have counts for

collaborators
Showing cs.LGShow all

3 papers · 1 filter

cs.LG2026

Risk Stratification for ICU Delirium using Pervasive Ambient Sensing Information

Jiaqing Zhang, Sabyasachi Bandyopadhyay, Miguel Contreras +8

Delirium is a common and serious complication in the Intensive Care Unit (ICU), associated with increased morbidity, prolonged hospital stays, and higher healthcare costs. Despite…

cs.LG2025

MELON: Multimodal Mixture-of-Experts with Spectral-Temporal Fusion for Long-Term Mobility Estimation in Critical Care

Jiaqing Zhang, Miguel Contreras, Jessica Sena +8

Patient mobility monitoring in intensive care is critical for ensuring timely interventions and improving clinical outcomes. While accelerometry-based sensor data are widely adopte…

cs.LG2023

The Potential of Wearable Sensors for Assessing Patient Acuity in Intensive Care Unit (ICU)

Jessica Sena, Mohammad Tahsin Mostafiz, Jiaqing Zhang +9

Acuity assessments are vital in critical care settings to provide timely interventions and fair resource allocation. Traditional acuity scores rely on manual assessments and docume…

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