Non-linear missing data imputation for healthcare data via index-aware autoencoders
Sadaf Kabir, Leily Farrokhvar
| Year of publication: |
2022
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|---|---|
| Authors: | Kabir, Sadaf ; Farrokhvar, Leily Kamali |
| Published in: |
Health care management science : a new journal serving the international health care management community. - Dordrecht [u.a.] : Springer Science + Business Media B.V., ISSN 1572-9389, ZDB-ID 2006272-2. - Vol. 25.2022, 3, p. 484-497
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| Subject: | Healthcare data | Index-aware autoencoders | Machine learning | Missing data imputation | Non-linear feature imputation | Künstliche Intelligenz | Artificial intelligence | Fehlende Daten | Missing data | Datenerhebung | Data collection | Datenqualität | Data quality | Gesundheitswesen | Health care system | Statistische Methode | Statistical method | Gesundheitsversorgung | Health care |
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1007/s10729-022-09597-1 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10013431755