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000168981 1001_ $$aWiedekopf, Joshua$$b0
000168981 245__ $$aDesiderata for a Synthetic Clinical Data Generator.
000168981 260__ $$aAmsterdam$$bIOS Press$$c2021
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000168981 520__ $$aThe current movement in Medical Informatics towards comprehensive Electronic Health Records (EHRs) has enabled a wide range of secondary use cases for this data. However, due to a number of well-justified concerns and barriers, especially with regards to information privacy, access to real medical records by researchers is often not possible, and indeed not always required. An appealing alternative to the use of real patient data is the employment of a generator for realistic, yet synthetic, EHRs. However, we have identified a number of shortcomings in prior works, especially with regards to the adaptability of the projects to the requirements of the German healthcare system. Based on three case studies, we define a non-exhaustive list of requirements for an ideal generator project that can be used in a wide range of localities and settings, to address and enable future work in this regard.
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000168981 650_7 $$2Other$$aRealistic Synthetic Electronic Health Records
000168981 650_7 $$2Other$$aRequirements
000168981 650_7 $$2Other$$aSecondary Use
000168981 650_7 $$2Other$$aSynthetic Data
000168981 7001_ $$aUlrich, Hannes$$b1
000168981 7001_ $$aEssenwanger, Andrea$$b2
000168981 7001_ $$0P:(DE-He78)bb77c6a26154ffc5bd3a6c521be5a1e8$$aKiel, Alexander$$b3$$udkfz
000168981 7001_ $$aKock-Schoppenhauer, Ann-Kristin$$b4
000168981 7001_ $$aIngenerf, Josef$$b5
000168981 773__ $$0PERI:(DE-600)1088535-3$$a10.3233/SHTI210122$$p68-72$$tStudies in health technology and informatics$$v281$$x0926-9630$$y2021
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