15 citations · 60 across the 12 of their papers we have counts for
4 papers · 1 filter
Explainable Prediction of Adverse Outcomes Using Clinical Notes
Justin R. Lovelace, Nathan C. Hurley, Adrian D. Haimovich +1
Clinical notes contain a large amount of clinically valuable information that is ignored in many clinical decision support systems due to the difficulty that comes with mining that…
A Survey of Challenges and Opportunities in Sensing and Analytics for Cardiovascular Disorders
Nathan C. Hurley, Erica S. Spatz, Harlan M. Krumholz +2
Cardiovascular disorders account for nearly 1 in 3 deaths in the United States. Care for these disorders are often determined during visits to acute care facilities, such as hospit…
Visualization of Emergency Department Clinical Data for Interpretable Patient Phenotyping
Nathan C. Hurley, Adrian D. Haimovich, R. Andrew Taylor +1
Visual summarization of clinical data collected on patients contained within the electronic health record (EHR) may enable precise and rapid triage at the time of patient presentat…
Adaptive Activity Monitoring with Uncertainty Quantification in Switching Gaussian Process Models
Randy Ardywibowo, Guang Zhao, Zhangyang Wang +3
Emerging wearable sensors have enabled the unprecedented ability to continuously monitor human activities for healthcare purposes. However, with so many ambient sensors collecting…