Evidence map›Paper›PMID 41126374›Full record

ArticleJournal of applied clinical medical physics2025

Enhancing cyberattack resiliency through the radiotherapy backup and recovery dashboard tool.

Justin Pijanowski, Eric Nguyen, Yasin Abdulkadir, Justin Hink, Yevgeniy Vinogradskiy, James Lamb

Abstract read
In one paragraph

Article in Journal of applied clinical medical physics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Justin PijanowskiDepartment of Radiation Oncology, University of California Los Angeles, Los Angeles, California, USA.ORCID https://orcid.org/0009-0005-4420-0885
Eric NguyenDepartment of Radiation Oncology, University of California Los Angeles, Los Angeles, California, USA.ORCID https://orcid.org/0009-0005-0836-2844
Yasin AbdulkadirDepartment of Radiation Oncology, University of California Los Angeles, Los Angeles, California, USA.
Justin HinkDepartment of Radiation Oncology, University of California Los Angeles, Los Angeles, California, USA.
Yevgeniy VinogradskiyDepartment of Radiation Oncology, Thomas Jefferson University Hospital, Philadelphia, Pennsylvania, USA.
James LambDepartment of Radiation Oncology, University of California Los Angeles, Los Angeles, California, USA.

Funding

AHRQ HHS 1R18HS030060NIH HHS 5T32EB002101-47
6 · The paper itself

Abstract

purposeRadiation Oncology departments impacted by recent cyberattacks were unable to access data backups or their Record and Verify (R&V) system and therefore faced challenges to resume patient treatments in a timely manner. We present a novel software tool that backs-up critical radiotherapy treatment information and displays essential information for on-treatment patients in an intuitive and accessible dashboard allowing clinics to continue radiotherapy treatments. The purpose of this report is to describe implementation details, challenges, and share open-source code to facilitate radiation oncology clinics' efforts to develop tools to improve cyberattack resiliency.

methodsThe Radiotherapy Backup and Recovery Dashboard Tool (RBRDT) performs daily backups of treatment information and relationships between DICOM-RT objects from the R&V system and treatment planning system (TPS) to a Radiation Therapy Picture Archiving and Communication System (RT-PACS). If the R&V system is inaccessible, the RBRDT accesses the backed-up data in the RT-PACS to create a dashboard containing critical treatment information for patients currently undergoing radiotherapy.

resultsThe RBRDT is successfully clinically implemented and generates backups to the RT-PACS every 10 minutes. Since its implementation in May 2024, the RBRDT backed up over 80,000 RTRECORDS and moved 322 RTPLANS and 142 RTSTRUCTS to the RT-PACS that were absent from this server caused by human error. The dashboard is generated nightly.

conclusionsThe RBRDT fills a critical gap in existing approaches for radiotherapy treatment data backup and restoration. All relational data is transferred to the RT-PACS which is accessible during a cyberattack, reducing the reliance on the R&V system. The RBRDT retrieves connected data elements saved in separate locations. In the event of a cyberattack, this data is returned in a dashboard to rapidly resume patient treatments.

Indexed as

Computer SecurityNeoplasmsRadiation OncologyRadiology Information SystemsRadiotherapy Planning, Computer-AssistedSoftwareHumansRadiotherapy DosageUser-Computer Interfacecyberattack resiliencyradiotherapy backup softwareradiotherapy data restoration

Identifiers

PMID41126374
PMCPMC12544707

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.