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Research Studies is a compilation of published research articles funded by AHRQ or authored by AHRQ researchers.
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1 to 2 of 2 Research Studies DisplayedSong J, Woo K, Shang J
Predictive risk models for wound infection-related hospitalization or ED visits in home health care using machine-learning algorithms.
Wound infection is prevalent in home healthcare (HHC) and often leads to hospitalizations. However, none of the previous studies of wounds in HHC have used data from clinical notes. Therefore, in this paper, the authors created a more accurate description of a patient's condition by extracting risk factors from clinical notes to build predictive models to identify a patient's risk of wound infection in HHC.
AHRQ-funded; HS024915.
Citation: Song J, Woo K, Shang J .
Predictive risk models for wound infection-related hospitalization or ED visits in home health care using machine-learning algorithms.
Adv Skin Wound Care 2021 Aug;34(8):1-12. doi: 10.1097/01.Asw.0000755928.30524.22..
Keywords: Home Healthcare, Injuries and Wounds, Risk, Hospitalization
Narla S, Silverberg JI
The inpatient burden and comorbidities of pyoderma gangrenosum in adults in the United States.
The objective of this study was to determine the prevalence, predictors, outcomes, and costs of hospitalization for pyoderma gangrenosum (PG) in United States adults. Data from the 2002-2012 National Inpatient Sample were analyzed. Findings showed that PG admissions were more likely at teaching and medium or large hospitals. The majority of inpatients with PG were classified with minor or moderate likelihood of dying, but moderate and major loss of function. PG was associated with numerous other health disorders. This study demonstrated a substantial and increasing inpatient burden of PG in the United States, with considerable disability and mortality risk, multiple comorbid health disorders, and costs.
AHRQ-funded; HS023011.
Citation: Narla S, Silverberg JI .
The inpatient burden and comorbidities of pyoderma gangrenosum in adults in the United States.
Arch Dermatol Res 2021 May;313(4):245-53. doi: 10.1007/s00403-020-02098-7..
Keywords: Healthcare Cost and Utilization Project (HCUP), Skin Conditions, Injuries and Wounds, Hospitalization, Healthcare Costs