International Journal of Hyperthermia · 2021 · 29 citations · 16 references
MedicineRadiologyDiagnostic ImagingDiagnostic RadiologyTreatment PlanningAblation TherapyThyroid CancerThyroid Nodule EvaluationThyroid SurgeryBenign Thyroid NeoplasmsBenign Thyroid TumorsLearning Curve EvaluationLearning Curve ModelingOperator Learning CurveTechnical Proficiency MeasurementTreatment EfficiencyTreatment Efficiency Assessment
BACKGROUND: Radiofrequency ablation (RFA) has been increasingly accepted as an alternative to surgery in the treatment of symptomatic benign thyroid nodules. However, the learning curve of thyroid RFA has yet to be defined. We hypothesized a temporal relationship between proficiency of the skill and midterm volume reduction. METHODS: Consecutive patients who underwent RFA and had at least a six-month follow-up were identified from an institutional database. The cumulative sum (CUSUM) analysis was applied to visualize the learning curve on the adjusted volume reduction rate (VRR). RESULTS: A total of 102 nodules in 93 patients were included in the analysis. Linear regression revealed that nodule composition was the main predictor of the VRR. The composition-adjusted VRR increased with the chronological treatment order. The series was divided into three phases based on inflection points of the CUSUM analysis: the initial learning phase (case 1-20), consolidation phase (case 21-65), and proficiency phase (case 66-102). In the later phase, more solid nodules were treated, power output used by the operator was higher, and RFA treatment time was longer. CONCLUSION: The treatment efficiency of thyroid RFA was associated with technical proficiency, suggesting the presence of a learning curve effect.
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2017 Thyroid Radiofrequency Ablation Guideline: Korean Society of Thyroid Radiology
Ji‐hoon Kim, Jung Hwan Baek, Hyun Kyung Lim et al. · Korean Journal of Radiology · 2018 · 630 citations · Full text
Monitoring surgical performance using risk-adjusted cumulative sum charts
Stefan H. Steiner · Biostatistics · 2000 · 473 citations · Full text
Medicine, Biostatistics, Surgery +13
Learning curve for robotic-assisted laparoscopic colorectal surgery
Malak B. Bokhari, Chirag B. Patel, Diego I. Ramos‐Valadez et al. · Surgical Endoscopy · 2010 · 432 citations · Full text
Medicine, Surgery, General Surgery +16