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Article
Open AccessClinical trial recruitment in primary care: exploratory factor analysis of a questionnaire to measure barriers and facilitators to primary care providers’ involvement
Recruitment of sufficient participants for clinical trials remains challenging. Primary care is an important avenue for patient recruitment but is underutilized. We developed and pilot tested a questionnaire t...
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Article
Shedding Light on the Black Box: Explaining Deep Neural Network Prediction of Clinical Outcomes
Deep neural network models are emerging as an important method in healthcare delivery, following the recent success in other domains such as image recognition. Due to the multiple non-linear inner transformati...
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Article
Open AccessUnderstanding complex clinical reasoning in infectious diseases for improving clinical decision support design
Clinical experts’ cognitive mechanisms for managing complexity have implications for the design of future innovative healthcare systems. The purpose of the study is to examine the constituents of decision comp...
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Article
Open AccessA qualitative evaluation of the crucial attributes of contextual Information necessary in EHR design to support patient-centered medical home care
Effective implementation of a Primary Care Medical Home model of care (PCMH) requires integration of patients’ contextual information (physical, mental, social and financial status) into an easily retrievable ...
