---
res:
  bibo_abstract:
  - Due to the demographic aging of society, the demand for skilled caregiving is
    increasing. However, the already existing shortage of professional caregivers
    will exacerbate in the future. As a result, family caregivers must shoulder a
    heavier share of the care burden. To ease the burden and promote a better work-life
    balance, we developed the Digital Case Manager. This tool uses machine learning
    algorithms to learn the relationship between a care situation and the next care
    steps and helps family caregivers balance their professional and private lives
    so that they are able to continue caring for their family members without sacrificing
    their own jobs and personal ambitions. The data for the machine learning model
    are generated by means of a questionnaire based on professional assessment instruments.
    We implemented a proof-of-concept of the Digital Case Manager and initial tests
    show promising results. It offers a quick and easy-to-use tool for family caregivers
    in the early stages of a care situation.@eng
  bibo_authorlist:
  - foaf_Person:
      foaf_givenName: Paul
      foaf_name: Wunderlich, Paul
      foaf_surname: Wunderlich
      foaf_workInfoHomepage: http://www.librecat.org/personId=52317
  - foaf_Person:
      foaf_givenName: Frauke
      foaf_name: Wiegräbe, Frauke
      foaf_surname: Wiegräbe
      foaf_workInfoHomepage: http://www.librecat.org/personId=76510
  - foaf_Person:
      foaf_givenName: Helene
      foaf_name: Dörksen, Helene
      foaf_surname: Dörksen
      foaf_workInfoHomepage: http://www.librecat.org/personId=46416
  bibo_doi: 10.3390/ijerph20021215
  bibo_issue: '2'
  bibo_volume: 20
  dct_date: 2023^xs_gYear
  dct_identifier:
  - UT:000918039900001
  dct_isPartOf:
  - 'http://id.crossref.org/issn/1661-7827 '
  - http://id.crossref.org/issn/1660-4601
  dct_language: eng
  dct_publisher: MDPI@
  dct_subject:
  - machine learning
  - healthcare
  - case management
  - caring
  - multi-label classification
  dct_title: Digital Case Manager-A Data-Driven Tool to Support Family Caregivers
    with Initial Guidance@
  fabio_hasPubmedId: '36673969'
...