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Previously, we showed that quantification of lymphoma‐associated miRNAs miR‐155‐5p, ‐127‐3p and let‐7a‐5p levels in plasma extracellular vesicles (EVs) report treatment response in patients with classic Hodgkin lymphoma (cHL). Prior to clinical implementation, quality control (QC) steps and validation are required to meet international regulatory standards. Most published EV‐based diagnostic assays have yet to meet these requirements. In order to advance the assay towards regulatory compliance (e.g., IVDR 2017/746), we incorporated three QC steps in our experimental EV‐miRNA quantitative real‐time reverse‐transcription PCR (q‐RT‐PCR) assay in an ISO‐13485 certified quality‐management system (QMS). Liposomes encapsulated with a synthetic (nematode‐derived) miRNA spike‐in controlled for EV isolation by automated size‐exclusion chromatography (SEC). Additional miRNA spike‐ins controlled for RNA isolation and cDNA conversion efficiency. After deciding on quality criteria, in total 107 out of 120 samples from 46 patients passed QC. Generalized linear mixed‐effect modelling with bootstrapping determined the diagnostic performance of the quality‐controlled data at an area under the curve (AUC) of 0.84 (confidence interval [CI]: 0.76–0.92) compared to an AUC of 0.87 (CI: 0.80–0.94) of the experimental assay. After the inclusion of QC steps, the accuracy of the assay was determined to be 78.5% in predicting active disease status in cHL patients during treatment. We demonstrate that a quality‐controlled plasma EV‐miRNA assay is technically robust, taking EV‐miRNA as liquid biopsy assay an important step closer to clinical evaluation. [ABSTRACT FROM AUTHOR]