Sentence examples for data cleansing process from inspiring English sources
Figure 8 gives the flow chart of this data cleansing process.
While incomplete history-taking by the clinician may under-estimate cases of chronic disease, the data cleansing process which involves the systematic recording and allocation of coded diagnoses allow the practice clinical software to draw on the coded information so as to attain the best possible coverage in terms of accurate case identification.
The new Talend Data Preparation app lets customers create a common dictionary, and using machine learning, helps automate the data cleansing process, with the goal of reducing the time it takes to get data into a ready state.
Conducted a sampling study to quantify remaining errors in our data cleansing process.
Practice staff were informed about the aims and objectives of the study assisted the researchers in undertaking the data cleansing process on their clinical software system.
The free text entry which has been inserted by the GP as per his clinical judgement, will then be replaced to the coded item of 'Type 2 Diabetes Mellitus' during the data cleansing process and hence the case will be illustrated as one of Type 2 Diabetes within the data extract and will be available as such during analysis.
Datatron originated as a platform solution for enterprises — performing real-time feature extraction and data cleansing to speed up the process by which insights can be derived from data.
In addition to the low level data cleansing, access, and management issues, user privacy and public policies should also be considered (and integrated) in the analytical process for meaningful outcomes.
On one hand, a set of diverse base learners of C2 constituting the ensemble are constructed via a Bootstrap sampling process; on the other hand, C2 further improves each base learner by unifying error detection, correction and data cleansing to reduce noise impact.
"A necessary cleansing process," says Ms. Bair.
First, the trajectory of each individual is extracted from sparse sampling of mobile phone location data after data cleansing.
