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The Autism Diagnostic Observation Schedule (ADOS) is a widely used instrument for the diagnosis of Autism Spectrum Disorder (ASD). It includes tasks designed to elicit co [...]

There has been widespread concern that clinical notes have become "bloated" with redundant or irrelevant text since the HITECH Act catalyzed adoption of electronic health [...]

The field of microbiome research has grown exponentially in both popularity and importance over the past decade. Microbiome data consists of highly dimensional and comple [...]

Patient data entry burden remains a challenge. This study evaluated vector embedding search and large language models (LLMs) for automated schema matching between medical [...]

Patients on prescription opioids for pain can develop opioid use disorder (OUD) from extended use. Such patients are at increased risk for opioid overdose deaths contribu [...]

Information overload in the biomedical domain is a well-researched problem of the last several decades but its pace of expansion has increased exponentially. Continued [...]

Despite growing concomitant use of opioids and methamphetamines and other stimulants, documentation of this polysubstance use in the electronic health record (EHR) is not [...]

The term Adverse Safety Events (ASEs) refers to harm from medical errors and, if considered a disease, would rank third among the leading causes of death in the U.S. Pati [...]

Structural and pragmatic language deficits are core symptoms of Autism Spectrum Disorder (ASD) and predict long-term outcomes. Clinical measurement of language proficienc [...]

This dissertation evaluates how the decision-making regarding blood transfusion is done in trauma care and what variables are used. Then the variables discovered in the f [...]