An adhesive tape (1) made of silicone is intended for medical applications. The tape (1) has a sheet material (12) based on nonwoven fibers, coated on an internal face (12a) intended to be in contact with the skin, with a barrier membrane (14) which adheres to the sheet material, based on crosslinked silicone polymer, and with a layer (16) of atraumatic and biocompatible silicone adhesive gel, and on an external face (12b), with a layer (18) of a nonstick and waterproof polymer based on a fluorosilicone or fluorocarbon polymer.