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This could prove to be one of the main problems in GIF prediction based on patient data at admission.
At Kaiser Permanente, Brian Hoberman, MD, said there have long been numerous opportunities for health care based on patient data, and identifying patients that need a particular service is not difficult.
The development and deployment of new technologies in additive 3-dimensional (3D) printing (ie, rapid prototyping and additive manufacturing) in conjunction with medical imaging techniques allow the creation of anatomic models based on patient data.
The last published version of The Society of Thoracic Surgeons (STS) Adult Cardiac Surgery Database (ACSD) risk models were developed in 2008 based on patient data from 2002 to 2006 and have been periodically recalibrated.
There are numerous examples of systems for access to either patient data or clinical guidelines, but only isolated cases where clinical decision support is presented integrally with the process of patient care, in particular, in the form of active alerts and reminders based on patient data.
For example, health care institutions can make important discoveries based on patient data without compromising on the confidentiality of the protected information.
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Fig. 2 a 3D digital planning for printing showing an intermediate layer and b the final shape based on patient's data.
For calculation of responder (clinical cure) rates and early recurrences, investigators' assessments were used whereas the duration of symptoms was analysed based on patient diaries' data.
Currently, some health payers provide financial incentives for cancer care quality improvement based on patient satisfaction data [ 44].
They may be based on patient-specific data, population data, physical models or assumptions.
The simulation data were used only for improving training of the model (by providing an additional 318 training examples) and not for evaluation of algorithm accuracy, such that the evaluation remains based only on patient data.
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based on patient reported
based on patient reporting
based on customers data
based on clinical data
based on patient charts
based on patient ratings
based on population data
based on research data
based on patient postcodes
based on patient characteristics
based on purchase data
based on patient factors
based on placebo data
based on baseline data
based on traveller data
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