The potential of constrained SAR focusing for hyperthermia treatment planning: analysis for the head & neck region

  • G.G. Bellizzi
  • , T. Drizdal
  • , G.C. van Rhoon
  • , L. Crocco
  • , T. Isernia
  • , M.M. Paulides

Research output: Contribution to journalArticleAcademicpeer-review

40 Citations (Scopus)
151 Downloads (Pure)

Abstract

Clinical trials have shown that hyperthermia is a potent adjuvant to conventional cancer treatments, but the temperatures currently achieved in the clinic are still suboptimal. Hyperthermia treatment planning simulations have potential to improve the heating profile of phased-array applicators. An important open challenge is the development of an effective optimization procedure that enables uniform heating of the target region while keeping temperature below a threshold in healthy tissues. In this work, we analyzed the effectiveness and efficiency of a recently proposed optimization approach, i.e. focusing via constrained power optimization (FOCO), using 3D simulations of twelve clinical patient specific models. FOCO performance was compared against a clinically used particle swarm based optimization approach. Evaluation metrics were target coverage at the 25% iso-SAR level, target hotspot quotient, median target temperature (T50) and computational requirements. Our results show that, on average, constrained power focusing performs slightly better than the clinical benchmark (ΔT50 = +0.05 °C), but outperforms this clinical benchmark for large target volumes (>40 cm 3 , Δ T50 = +0.39 °C). In addition, the results are achieved in a shorter time (-44%) and are repeatable because the approach is formulated as a convex optimization problem.

Original languageEnglish
Article number015013
Number of pages11
JournalPhysics in Medicine and Biology
Volume64
Issue number1
DOIs
Publication statusPublished - Jan 2019

Keywords

  • treatment planning
  • constrained optimization
  • convex programming
  • SAR
  • Algorithms
  • Humans
  • Hyperthermia, Induced/methods
  • Head and Neck Neoplasms/therapy

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