Target trial emulation is the process of mimicking target randomized trials using real-world
data, where effective confounding control for unbiased treatment effect estimation remains a …

Objective We performed a scoping review of algorithms using electronic health record (EHR)
data to identify patients with Alzheimer's disease and related dementias (ADRD), to advance …

BACKGROUND Hypertension is an important risk factor for cardiovascular diseases.
Electronic health records (EHRs) may augment chronic disease surveillance. We aimed to …

Background Electronic medical records (EMRs) contain large amounts of detailed clinical
information. Using medical record review to identify conditions within large quantities of …

Background: Case identification is important for health services research, measuring health
system performance and risk adjustment, but existing methods based on manual chart …

Objective To develop and validate a natural language processing (NLP) pipeline that
detects 18 conditions in French clinical notes, including 16 comorbidities of the Charlson …

Clinical trial emulation, which is the process of mimicking targeted randomized controlled
trials (RCT) with real-world data (RWD), has attracted growing attention and interest in …

Polycystic ovary syndrome (PCOS) is the most common endocrine disorder affecting women
of reproductive age. It increases the risk of type 2 diabetes, cardiovascular disease …

Diabetes mellitus, stemming from either insulin resistance or inadequate insulin secretion,
represents a complex ailment that results in prolonged hyperglycemia and severe …

Background The availability of electronic medical record (EMR) free-text data for research
varies. However, access to short diagnostic text fields is more widely available. Objective …