A high pressure balloon uses a shallow helical groove embossed in the balloon wall with axially constant radial pressure. A filament made from a high tensile strength material with low compliance is wrapped in the embossed groove to prevent internal pressure within the balloon from flattening the groove. The balloon is designed to split longitudinally in case of excessive pressure.