[HTML][HTML] Data provenance in biomedical research: scoping review

M Johns, T Meurers, FN Wirth, AC Haber… - Journal of Medical …, 2023 - jmir.org
Background Data provenance refers to the origin, processing, and movement of data.
Reliable and precise knowledge about data provenance has great potential to improve …

Data Provenance in Healthcare: Approaches, Challenges, and Future Directions

M Ahmed, AR Dar, M Helfert, A Khan, J Kim - Sensors, 2023 - mdpi.com
Data provenance means recording data origins and the history of data generation and
processing. In healthcare, data provenance is one of the essential processes that make it …

A functional taxonomy of data quality tools: Insights from science and practice

M Altendeitering, M Tomczyk - 2022 - aisel.aisnet.org
For organizations data quality is a prerequisite for automated decision making and agility. To
provide high quality data, numerous tools have emerged that support the different steps of …

Provenance data management in health information systems: a systematic literature review

MJ Sembay, DDJ de Macedo, LP Júnior… - Journal of Personalized …, 2023 - mdpi.com
Aims: This article aims to perform a Systematic Literature Review (SLR) to better understand
the structures of different methods, techniques, models, methodologies, and technologies …

A proposed approach for provenance data gathering

MJ Sembay, DDJ de Macedo, ML Dutra - Mobile Networks and …, 2021 - Springer
Data provenance focuses on the source of the data and on the identification of data sources
and their transformations undergone over time. This paper proposes a generic method for …

[PDF][PDF] Data Quality Challenges in a Learning Health System.

M Sarafidis, M Tarousi, A Anastasiou, S Pitoglou… - MIE, 2020 - researchgate.net
This paper discusses the topic of data quality, which concerns the global research and
business community and constitutes a challenging task. The data quality prerequisite …

A systematic literature review on data quality assessment

O Reda, NC Benabdellah, A Zellou - Bulletin of Electrical Engineering and …, 2023 - beei.org
Defining and evaluating data quality can be a complex task as it varies depending on the
specific purpose for which the data is intended. To effectively assess data quality, it is …

Provenance-based trust model for assessing data quality during clinical decision making

JP Stoldt, JH Weber - … IEEE/ACM 3rd International Workshop on …, 2021 - ieeexplore.ieee.org
Data quality is a critical requirement for data-driven clinical decision making in modern
healthcare. It is a key prerequisite to many clinical analytics applications, yet much of the …

Data provenance and access control rules for ownership transfer using blockchain

R Kumar, R Tripathi - … Journal of Information Security and Privacy …, 2021 - igi-global.com
Provenance provides information about how data came to be in its present state. Recently,
many critical applications are working with data provenance and provenance security …

Research on data provenance model for multidisciplinary collaboration

F Yu, B Zhou, T Lu, N Gu - … Cooperative Work and Social Computing: 13th …, 2019 - Springer
Provenance, which can be applied to assure quality, to reinforce reliability, to track fault, and
to reproduce process in the end product, refers to record the lifecycle of a piece of data or …