AI Medical Compendium Journal:
Journal of clinical and translational science

BACKGROUND/OBJECTIVE: Non-clinical aspects of life, such as social, environmental, behavioral, psychological, and economic factors, what we call the sociome, play significant roles in shaping patient health and health outcomes. This paper introduces ...

INTRODUCTION: Lack of participation in clinical trials (CTs) is a major barrier for the evaluation of new pharmaceuticals and devices. Here we report the results of the analysis of a dataset from ResearchMatch, an online clinical registry, using supe...

Machine learning (ML) provides the ability to examine massive datasets and uncover patterns within data without relying on assumptions such as specific variable associations, linearity in relationships, or prespecified statistical interactions. Howe...