# Analyzing data and data sources towards a unified approach for ensuring end-to-end data and data sources quality in healthcare 4.0

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/analyzing-data-and-data-sources-towards-a-unified-approach-for-ensuring-end-to/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Argyro Mavrogiorgou,Athanasios Kiourtis,Κonstantinos Perakis,Dimitris Miltiadou,Stamatios Pitsios,Dimosthenis Kyriazis |
| Citations | 39 |
| DOI | 10.1016/j.cmpb.2019.06.026 |
| Fields | Decision Sciences,Health Professions,Medicine |
| Open Access | false |
| OA Status | closed |
| OpenAlex ID | https://openalex.org/W2953567942 |
| PMID | 31303342 |
| Type | article |
| Year | 2019 |

## Paper authors

- [Κonstantinos Perakis](https://scholariq.org/researchers/onstantinos-perakis/)

## Paper journal

- [Computer Methods and Programs in Biomedicine](https://scholariq.org/journals/computer-methods-and-programs-in-biomedicine/)

## Paper primary topic

- [Data Quality and Management](https://scholariq.org/topics/data-quality-and-management/)

## Paper topics

- [Data Quality and Management](https://scholariq.org/topics/data-quality-and-management/)
- [Artificial Intelligence in Healthcare](https://scholariq.org/topics/artificial-intelligence-in-healthcare/)
- [Data-Driven Disease Surveillance](https://scholariq.org/topics/data-driven-disease-surveillance/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.