The pipeline architecture for the combined method has been designed for deployment in a hospital production environment (i.e., ICCS) [69]. The architecture includes a series of sequential steps, as depicted in Fig.1. Except for the first subsection that provides a short introduction of the arc...
agreement with any expertrany(agree_any) and the agreement with the majority vote of all expertsrmajority(agree_majority) is computed. Here, ground truth vectorsttii∈{0,1}1×Mencode the elementwise conjunction oftti,pover allpor the majority votes over allp, respectively. ...
The ongoing COVID-19 pandemic has highlighted the vast differences in approaches to the control and containment of coronavirus across the world and has demonstrated the varied success of such approaches in minimizing the transmission of coronavirus. Whil
The themes constructed was done in a “theory driven way” meaning that the research question was clearly present in the coding in contrast to an inductive analysis approach. First, in the analysis the field notes were read several times to gain familiarity with the content. Secondly, codes ...
In multi-slice domain detection, we initially generated a SPACE for each slice. Given the consistent cell type annotations across all slices, meaning they share the same embedding space, the SPACEs of cells/spots from different slices became comparable. SpaDo achieved this by concatenating each ind...
This strategy involves spreading out your study time, rather than engaging in one marathon. Cramming (死记硬背)information at the last minute may allow you to get through that test or meeting, but the material will quickly disappear from your memory. It’s much more effective to look through...
Evidences for decision-makers. […] We do a lot of work on [evidence-based policy] but I think we could improve in the way we access this knowledge on a day-to-day basis… The work on CDSS is inspiring us to improve. (Hospital manager, setting C1) ...
Lung ultrasound can be used without complex adaptation from the intensivist to anesthesiologists, pediatricians, neonatal intensivists, emergency physicians, and others (cardiologists, pulmonologists, nephrologists, etc.), even out-of-hospital doctors [57]. The lung is a common target in these discipl...
Any intervention designed to promote gender equity that targeted: (a) individuals (e.g., training in diversity, unconscious bias, mentorship, or coaching), (b) organizations (e.g., policies designed to address gender inequity, workplace code of conduct, or implementation of equity, and diversit...
Clinical factors were defined using a pre-existing, county-level composite measure of access to care items (e.g., primary care provider ratio, uninsured rate) and quality of care items (e.g., preventable hospital stays, diabetes monitoring) ranging from 0 to 100 [30]. Social factors were ...