% IMPORTANT: The following is UTF-8 encoded.  This means that in the presence
% of non-ASCII characters, it will not work with BibTeX 0.99 or older.
% Instead, you should use an up-to-date BibTeX implementation like “bibtex8” or
% “biber”.

@ARTICLE{Wiedekopf:168981,
      author       = {J. Wiedekopf and H. Ulrich and A. Essenwanger and A.
                      Kiel$^*$ and A.-K. Kock-Schoppenhauer and J. Ingenerf},
      title        = {{D}esiderata for a {S}ynthetic {C}linical {D}ata
                      {G}enerator.},
      journal      = {Studies in health technology and informatics},
      volume       = {281},
      issn         = {0926-9630},
      address      = {Amsterdam},
      publisher    = {IOS Press},
      reportid     = {DKFZ-2021-01177},
      isbn         = {9781643681849 (print)},
      pages        = {68-72},
      year         = {2021},
      abstract     = {The 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.},
      keywords     = {RS-EHR (Other) / Realistic Synthetic Electronic Health
                      Records (Other) / Requirements (Other) / Secondary Use
                      (Other) / Synthetic Data (Other)},
      cin          = {E260},
      ddc          = {300},
      cid          = {I:(DE-He78)E260-20160331},
      pnm          = {315 - Bildgebung und Radioonkologie (POF4-315)},
      pid          = {G:(DE-HGF)POF4-315},
      typ          = {PUB:(DE-HGF)3 / PUB:(DE-HGF)16},
      pubmed       = {pmid:34042707},
      doi          = {10.3233/SHTI210122},
      url          = {https://inrepo02.dkfz.de/record/168981},
}