Use of electronic medical records in development and validation of risk prediction models of hospital readmission: systematic review
Objective To provide focused evaluation of predictive modeling of electronic medical record
(EMR) data to predict 30 day hospital readmission. Design Systematic review. Data source …
(EMR) data to predict 30 day hospital readmission. Design Systematic review. Data source …
American College of Rheumatology guidelines for screening, treatment, and management of lupus nephritis
BH Hahn, MA Mcmahon, A Wilkinson… - Arthritis care & …, 2012 - Wiley Online Library
In the US, approximately 35% of adults with systemic lupus erythematosus (SLE) have
clinical evidence of nephritis at the time of diagnosis, with an estimated total of 50–60 …
clinical evidence of nephritis at the time of diagnosis, with an estimated total of 50–60 …
The clinician and dataset shift in artificial intelligence
Dataset Shift in Clinical Trials This letter outlines how to identify, and potentially mitigate,
common sources of “dataset shift” in machine-learning systems. This occurs when the model …
common sources of “dataset shift” in machine-learning systems. This occurs when the model …
Artificial intelligence-enabled decision support in nephrology
Kidney pathophysiology is often complex, nonlinear and heterogeneous, which limits the
utility of hypothetical-deductive reasoning and linear, statistical approaches to diagnosis and …
utility of hypothetical-deductive reasoning and linear, statistical approaches to diagnosis and …
Identifying challenges and opportunities in human-AI collaboration in healthcare
The proposed workshop will identify research questions that will enable the field to uncover
the types of work, labor relations, and social impacts that should be considered when …
the types of work, labor relations, and social impacts that should be considered when …
External validation of a widely implemented proprietary sepsis prediction model in hospitalized patients
Importance The Epic Sepsis Model (ESM), a proprietary sepsis prediction model, is
implemented at hundreds of US hospitals. The ESM's ability to identify patients with sepsis …
implemented at hundreds of US hospitals. The ESM's ability to identify patients with sepsis …
Characteristics associated with racial/ethnic disparities in COVID-19 outcomes in an academic health care system
Importance Black patients are overrepresented in the number of COVID-19 infections,
hospitalizations, and deaths in the US. Reasons for this disparity may be due to underlying …
hospitalizations, and deaths in the US. Reasons for this disparity may be due to underlying …
[HTML][HTML] Usability of commercially available mobile applications for diverse patients
ABSTRACT BACKGROUND Mobile applications or 'apps' intended to help people manage
their health and chronic conditions are widespread and gaining in popularity. However, little …
their health and chronic conditions are widespread and gaining in popularity. However, little …
Many mobile health apps target high-need, high-cost populations, but gaps remain
With rising smartphone ownership, mobile health applications (mHealth apps) have the
potential to support high-need, high-cost populations in managing their health. While the …
potential to support high-need, high-cost populations in managing their health. While the …
[PDF][PDF] Developing a framework for evaluating the patient engagement, quality, and safety of mobile health applications
K Singh, K Drouin, LP Newmark… - Issue Brief (Commonw …, 2016 - issuelab.org
Rising ownership of smartphones and tablets across social and demographic groups has
made mobile applications, or apps, a potentially promising tool for engaging patients in their …
made mobile applications, or apps, a potentially promising tool for engaging patients in their …