To anticipate these challenges and complement the NCCN flowcharts, we hypothesized that the transformation of guideline text into data-driven clinical decision trees (CDTs) can facilitate the ...

The triage guide is intended to make sure patients get appropriate care, especially with the rise in telehealth and ...

The rising complexities of chronic disease management and the accelerated growth of healthcare’s big data present a challenge—and an opportunity. Although more and more clinical data is available in ...

Dr. James McCaffrey of Microsoft Research says the technique is easy to tune, works well with small datasets and produces highly interpretable predictions, but there are also trade-off cons. The goal ...

Decision tree analysis is a method of constructing a decision tree, which is a detailed representation of numerous potential solutions that can be utilized to address a specific problem to choose the ...

Clinical Relevance of Noncoding Adenosine-to-Inosine RNA Editing in Multiple Human Cancers The essence of guideline recommendations often is intertwined in large texts. This impedes clinical ...

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of decision tree regression using the C# language. Unlike most implementations, this one does not use recursion ...