learning algorithms to provide high accuracy data. It will help to reduce overall treatment costs per patient by 3-5 times, to saves up to 50% of doctors' and medical specialists' time for procedure preparation and will help cancer patient to came back to normal life sooner. BrachyDOSE solution consists of two parts: hardware and software. The radiation dose measurement tool – called sensor (hardware), a scanner to retrieve the data (hardware) and the injury prediction algorithm giving the decision support for a doctor (software). The sensor is in a shape of the flexible tube, it is disposable and at least one must be used during the procedure. One to five sensors could be used for a single procedure, according to the doctor’s prescription and the specific treatment plan.