Theses most similar to Learning to prevent healthcare-associated infections : leveraging data across time and space to improve local predictions (Wiens, Jenna Marleau; 2014) read it

Multi-channel blind system identification using the Laguerre expansion for characterization of circulatory hemodynamics

McCombie, Devin Barnett, 1972- (2004)

  • Advisor: H. Harry Asada
  • Department of Electrical Engineering and Computer Science; Department of Mechanical Engineering
Read it

Formatting and searching a massive, multi-parameter clinical information database

Kyaw, Tin Htet (2005)

  • Advisor: Roger G. Mark
  • Department of Electrical Engineering and Computer Science
Read it

Predicting the risk and trajectory of intensive care patients using survival models

Hug, Caleb W. (Caleb Wayne) (2006)

  • Advisor: Laurence R. Young nd Peter Szolovits
  • Department of Electrical Engineering and Computer Science
Read it

Detecting hazardous intensive care patient episodes using real-time mortality models

Hug, Caleb W. (Caleb Wayne) (2009)

  • Advisor: Laurence R. Young nd Peter Szolovits
  • Department of Electrical Engineering and Computer Science
Read it

Risk stratification of ICU patients using arterial blood pressure waveforms

Sridharan, Mathura J (2013)

  • Advisor: Collin M. Stultz
  • Department of Electrical Engineering and Computer Science
Read it

Artifact detection in physiological parameter trend data

Wong, Kuo-Hsiung Hanson, 1977- (2003)

  • Advisor: Roger G. Mark
  • Department of Electrical Engineering and Computer Science
Read it

Improving clinical risk-stratification tools : instance-transfer for selecting relevant training data

Gong, Jen J. (Jen Jian) (2014)

  • Advisor: John V. Guttag
  • Department of Electrical Engineering and Computer Science
Read it

Predicting hyperlactatemia in the ICU

Dunitz, Max (Max H.) (2016)

  • Advisors: George Verghese; Thomas Heldt
  • Department of Electrical Engineering and Computer Science
Read it

Learning and model-based approaches to improved patient monitoring, assessment and treatment in capnography and procedural sedation

Mieloszyk, Rebecca Jennie Asher (2016)

  • Advisors: George C. Verghese; Thomas Heldt
  • Department of Electrical Engineering and Computer Science
Read it

Identifying patients at high risk of death with novel computational biomarkers

Myers, Paul Daniel (2017)

  • Advisor: Collin M. Stultz
  • Department of Electrical Engineering and Computer Science
Read it