Radiation oncology as a complex adaptive system

The inherent nonlinearity, complexity, emergence, adaptability, and self-organization in RO systems validate the view of RO as a complex system. This insight calls for a shift towards 'system thinking' in managing, leading, and operating within the RO field. This approach will better accommodate the dynamic, interconnected nature of RO, ensuring more effective and adaptable healthcare outcomes.

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Publication Details

Journal
Frontiers in Oncology
Published
2026-01-16
DOI
https://doi.org/10.3389/fonc.2025.1686835
Primary Topic
Healthcare Operations and Scheduling Optimization
Type
article
Field-Weighted Citation Impact
0.00
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article

Radiation oncology as a complex adaptive system

M. Bakhtiari
Frontiers in Oncology
Healthcare Operations and Scheduling Optimization
article

Radiation oncology as a complex adaptive system

M. Bakhtiari
article en

Abstract

The inherent nonlinearity, complexity, emergence, adaptability, and self-organization in RO systems validate the view of RO as a complex system. This insight calls for a shift towards 'system thinking' in managing, leading, and operating within the RO field. This approach will better accommodate the dynamic, interconnected nature of RO, ensuring more effective and adaptable healthcare outcomes.

Frontiers in OncologyVol. 15
WellSpan Health (US)
Life in Land
Openalex Percentile: Top 88%
Healthcare Operations and Scheduling Optimization
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Radiation oncology as a complex adaptive system — M. Bakhtiari · Frontiers in Oncology (2026) | TGRS Research Map | TGRS