An apparatus, method, system, computer-readable medium and use for individual patient therapy planning of diseases such as cancer for different therapy modalities, such as radiation therapy and chemotherapy is provided. A new aspect of the invention is that the degree of bone marrow depression of the patient is related to the count of immature blood platelets, which are measured before each treatment. Some embodiments of the invention provide an advantage allowing reducing the level of uncertainty in the prediction of the risk of bone marrow depression, and thus enabling to safely improve the therapy effect by an increase of the radiation dosage and/or chemical dosage to the individual patient while the risk for bone marrow depression is minimized.