Publication | Open Access
The potential of constrained SAR focusing for hyperthermia treatment planning: analysis for the head & neck region
43
Citations
41
References
2018
Year
Search OptimizationRadiation MedicineEngineeringBiomedical TechnologyHyperthermiaClinical BenchmarkThermal TherapyHyperthermia Treatment PlanningConstrained PowerHead And Neck CancerHead And Neck SurgeryBiomedical EngineeringUniform HeatingRadiation Therapy PlanningMedicineRadiation OncologyMolecular ImagingRadiology
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 ([Formula: see text]T50 [Formula: see text] °C), but outperforms this clinical benchmark for large target volumes ([Formula: see text]40 cm[Formula: see text], [Formula: see text]T50 [Formula: see text] °C). In addition, the results are achieved in a shorter time ([Formula: see text]%) and are repeatable because the approach is formulated as a convex optimization problem.
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