Table · dataset · 2026
EHR Cybersecurity Framework Evaluation: Keyword Search Outputs and Figures (NIST CSF 2.0, ISO/IEC 27001:2022, HITRUST CSF, NHS DSPT)
Listed in figshare and Loughborough Research Repository — shown once because both records carry DOI 10.6084/m9.figshare.33994557.v1
Description
<p><br></p><p dir="ltr">This dataset contains the keyword search records, data extraction tables and figures from the MSc Cybersecurity dissertation "A Comparative Evaluation of Cybersecurity Governance Frameworks for Electronic Health Record Systems in the UK National Health Service" (Kushal Poudel, University of West London, 2026).</p><p dir="ltr">The study evaluated four frameworks (NIST CSF 2.0, ISO/IEC 27001:2022, HITRUST CSF v11.8.0 and the NHS Data Security and Protection Toolkit) against five EHR-specific threat categories: ransomware, FHIR API exploitation, IoMT vulnerabilities, insider threats and nation-state APT campaigns.
The framework documents were searched with a custom Python tool using 56 keywords in eight groups. For each match, the tool recorded the page number, the nearest control reference, the sentence containing the keyword and whether healthcare terms appeared nearby.</p><p dir="ltr">Files:</p><p dir="ltr">13 keyword search records (.txt), one for each framework document: NIST CSF 2.0, ISO 27001, HITRUST CSF and NHS Data Security Standards 1 to 10.</p><p dir="ltr">Appendix_A_Data_Extraction_Table.docx: the data extraction tables from Appendix A of the dissertation.</p><p dir="ltr">Six figures (.png) from Chapter 4: framework coverage by threat category, threat modelling integration, rating distributions by framework and by threat category, GDPR alignment against threat coverage, and threat coverage against threat modelling integration.</p><p dir="ltr">The tool locates evidence only.
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The Strong, Moderate and Weak ratings in the dissertation were assigned by reading each located passage. The framework documents themselves are not included.</p><h4 dir="ltr">Code: <a href="github.com/kushal2019/ehr-cybersecurity-framework-analysis" target="_blank">github.com/kushal2019/ehr-cybersecurity-framework-analysis</a></h4><p><br></p><p><br></p>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.33994557.v1 ↗
DOI / persistent id · from figshare com
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from figshare com
Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Chemistry · Computer Science & AI · Computer Science & AI · Data security and protection · Data security and protection · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Engineering · Engineering · Health informatics and information systems · Health informatics and information systems · Humanities · Humanities · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Ocean & Atmospheric Science · Psychology & Behavioral Science · Social Science · Social Science
Provenance · 2 source records, 32 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| figshare | oai:figshare.com:article/33994557 | 4 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/33994557 | 3 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].anzsrc:field:420308 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Health informatics and information systems'] |
| concepts[field].anzsrc:field:420308 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Health informatics and information systems'] |
| concepts[field].anzsrc:field:460403 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Data security and protection'] |
| concepts[field].anzsrc:field:460403 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Data security and protection'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| description | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/description |
| license | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/rights |
| publication_date | source · figshare com | connector:figshare_com@1.0.0 | |
| title | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/title |