Adria Abella Villafranca

Researcher

University of Arkansas for Medical Sciences

unknown

2 h-index 7 pubs 9 cited

Research Areas

Advanced Neural Network Applications Trauma and Emergency Care Studies Healthcare Policy and Management Cardiovascular Function and Risk Factors Surgical Simulation and Training Anesthesia and Pain Management Health and Medical Research Impacts

Links

ORCID

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OverviewAI-generated summary

Adria Abella Villafranca's research focuses on the application of advanced computational techniques to medical and healthcare challenges. Recent publications investigate the use of long short-term memory models for forecasting hospital surgical case volumes and the generation of interactive knowledge graphs to research trauma center organization's effects on patient outcomes. Other work explores the modeling of physiological signals, such as peripheral arterial and venous pressure waveforms, using integral pulse frequency modulation and the analysis of heart rate variability in pressure signal analysis. Villafranca has also contributed to studies examining operative time in laparoscopic cholecystectomy and the effectiveness of hydration monitoring devices. Collaborations include work with Joseph A. Sanford, Kevin W. Sexton, and Morten Ø. Jensen at the University of Arkansas for Medical Sciences, as well as Sam E. Stephens at the University of Arkansas at Fayetteville.

Metrics

  • h-index: 2
  • Publications: 7
  • Citations: 9

Selected Publications

  • Generation of Interactive Knowledge Graphs to Enable Research of the Effects of Trauma Center Organization on Patient Outcomes (2025) DOI
  • The Importance of a Continuously Changing Heart Rate in Venous and Arterial Pressure Analysis (2025) DOI
  • Resident level is associated with operative time in laparoscopic cholecystectomy (2024) DOI
  • Modeling peripheral arterial and venous pressure signals with integral pulse frequency modulation (2023) DOI
  • A long short-term memory model for forecasting the surgical case volumes at a hospital (2023) DOI
  • Critical Information from High Fidelity Arterial and Venous Pressure Waveforms During Anesthesia and Hemorrhage (2022) DOI

Collaborators

Researchers in the database who share publications

Joseph A. Sanford University of Arkansas for Medical Sciences 4 shared publications Kevin W. Sexton University of Arkansas for Medical Sciences 4 shared publications Morten Ø. Jensen University of Arkansas for Medical Sciences 3 shared publications Sam E. Stephens University of Arkansas at Fayetteville 3 shared publications Hanna Jensen University of Arkansas at Fayetteville 3 shared publications Jingxian Wu University of Arkansas at Fayetteville 3 shared publications Lauren D. Crimmins-Pierce University of Arkansas for Medical Sciences 1 shared publication L. Ferguson University of Arkansas at Fayetteville 1 shared publication

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