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Healthcare analytics that allow collection of objective data, such as app or website use, to predict healthcare outcomes using machine learning approaches constitute an approach that has been overlooked so far in online mental health interventions.
“Finally, healthcare analytics that allow the collection of objective data [59–61], such as app or website use, to predict healthcare outcomes using machine learning approaches [60, 62] constitute an approach that has been overlooked so far in online mental health interventions.”
From Effectiveness of online mindfulness interventions on medical students’ mental health: a systematic review (2021) · cites this paper as [59]
Cites
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Flagged first, then by citations
1 of the 38 references couldn’t be matched to a known paper.
Research works printed but not linked: 3
- M. Chowdhury, A. Apon, and K. Dey, Data Analytics for Intelligent Transportation Systems. Elsevier Science, 2017.
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Cited by
Sorted by citations
Yogeswaran, V., & El Morr, C. (2021) · BMC Public Health · doi:10.1186/s12889-021-12341-z · Cited by 54 · see citing works
The impact of business analytics on corporate management: opportunities and challenges
Двуліт, З. (2024) · Management and Entrepreneurship in Ukraine the stages of formation and problems of development · doi:10.23939/smeu2024.02.039 · Cited by 1 · see citing works
- Authors
- El Morr, C., & Ali-Hassan, H.
- Venue
- SpringerBriefs in Health Care Management and Economics
- Publisher
- Springer International Publishing
- Published
- 2019
- Pages
- 15-30
- ISSN
- 2193-1704 (ISSN-L)
- 2193-1712
- OpenAlex
- W2911516934
- Semantic Scholar
- 9389cb2cd838834996940bba220ef0baf0c4d181
- Cited by
- 2
- References
- 38
- Citations by year
- 2024: 1 · 2021: 1
- FWCI
- 1.24
- Type
- book chapter
- Language
- en
- Open access
- closed
- Licence
- www.springer.com/tdm (tdm)
- Locations
- SpringerBriefs in health care management and economics (publishedVersion)
- Topics
- Social Sciences › Business, Management and Accounting › Management Information Systems › Big Data and Business Intelligence
- Health Sciences › Health Professions › Health Information Management › Artificial Intelligence in Healthcare
- Social Sciences › Decision Sciences › Management Science and Operations Research › Knowledge Management and Technology
- Keywords
- descriptive analytics, diagnostic analytics, predictive analytics, prescriptive analytics, information management strategy, computing strategy
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
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