“…It has been shown in retrospective cardiotocography (CTG) assessments that about 30% of neonates with hypoxic ischemic encephalopathy show abnormal CTG patterns already at the start of recording, which would disqualify them from STAN monitoring. 2,3 The CTG interpretation is the weakest link in the STAN system and recent efforts to improve and simplify the CTG classification have not solved the problem, and possibly made it worse: after an update of the Swedish national guidelines in 2017, inspired by the new International Federation of Gynecology & Obstetrics (FIGO) guidelines from 2015 (FIGO2015), the national incidences of birth acidemia and low Apgar scores have worsened. 4,[5][6][7] The traditional CTG classification systems are based on visual "pattern recognition" and clustering of the different FHR element categories (baseline, variability, accelerations, decelerations) into a fixed matrix.…”