Reducing Duplicate Testing
نویسندگان
چکیده
منابع مشابه
Reducing Duplicate Filters in Deep Neural Networks
This paper investigates the presence of duplicate neurons or filters in neural networks. This phenomenon is prevalent in networks and increases with the number of filters in a layer. We observe the emergence of duplicate filters over training iterations, study the factors that affect their concentration and compare existing network reducing operations. We validate our findings using convolution...
متن کاملValue of Health Information Sharing in Reducing Healthcare Waste: An analysis of duplicate testing across hospitals
Recent healthcare reform has focused on reducing excessive waste in the US healthcare system, with duplicate testing being one of the main culprits. We explore the factors associated with duplication of radiology tests when information sharing across healthcare providers is fragmented, and patients switch from one hospital to another. We hypothesize that patients’ switching behavior across hosp...
متن کاملReducing duplicate testing: a comparison of two clinical decision support tools.
OBJECTIVES Unnecessary duplicate laboratory testing is common and costly. Systems-based means to avert unnecessary testing should be investigated and employed. METHODS We compared the effectiveness and cost savings associated with two clinical decision support tools to stop duplicate testing. The Hard Stop required telephone contact with the laboratory and justification to have the duplicate ...
متن کاملReducing Duplicate Work in Relational Join(s): A Unified Approach
Most join algorithms can be extended to reduce wasted work when several tuples contain the same value of the join attribute. We show that separating detection of duplicates from their exploitation improves modularity and makes it easier to implement whole families of hierarchy–exploiting join algorithms that avoid duplication. The technique is also used to provide an execution technique for sta...
متن کاملReducing testing affine spaces to testing linearity
We consider the task of testing whether a Boolean function f : {0, 1} → {0, 1} is the indicator function of an (l − k)-dimensional affine space. An optimal tester for this property was presented by Parnas, Ron, and Samorodnitsky (SIDMA, 2002), by mimicking the celebrated linearity tester (of Blum, Luby and Rubinfeld, JCSS, 1993) and its analysis. We show that the former task (i.e., testing (l−k...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: American Journal of Clinical Pathology
سال: 2015
ISSN: 1943-7722,0002-9173
DOI: 10.1309/ajcpjoj3hkebd3tu