UTFaculteitenEEMCSDisciplines & departementenDMBAssignmentsOpen AssignmentsOpen Master Assignments[D][M] Synthetic data production and privacy evaluation for Hospital Information System(HIS)

[D][M] Synthetic data production and privacy evaluation for Hospital Information System(HIS)

MASTER Assignment

BIO marker-based COVID Severity prediction and data quality exploration

Type: Master CS

Period: TBD

Student: (Unassigned)

If you are interested please contact :

Description:

EU through General Data Protection Regulation, GDPR, stipulates to safeguard EU citizens' fundamental rights by ensuring ethical, uninterrupted, big data sharing within and outside the EU. Healthcare data is no exception to this. Patients' value care is ensured by standardizing the Hospital Information System (HIS). Lack of respective standard metrics for each privacy assuring parameter constraints privacy from becoming an objective value object for each value actor. Still, privacy can be seen transforming from being a subjective value for each value actor to a (subjective) value object in the healthcare setup. This research is to explore the Dutch healthcare setting with the help of a synthetic data set. Syeda et al[1] show the current state of privacy-protecting data/information sharing between patients and healthcare providers (from the patient's perspective) with a focus on bilateral relationships between Lab (biobank and bio-depositary) and other key-value actors.  Following are some of the action points for this project,

  1. You will explore the concepts of Data stewardship/ownership/sovereignty/privacy in the health care domain.
  2. Based on the process model[1], you will produce a dataset
  3. You will evaluate the viability of the model discussed for privacy-ensuring healthcare data sharing both on the healthcare sector and on technical grounds.

Ref:

[1] Sohail, S. A., Krabbe, J., de Alencar Silva, P., & Bukhsh, F. A. (2020, March). Privacy value modeling: A gateway to ethical big data handling. In 14th International Workshop on Value Modelling and Business Ontologies, VMBO 2020 (pp. 5-15). CEUR.