The 6th, 7th and 8th houses in the birth chart are related to the disease. In order to find about the possible diseases, you will have to check these houses.
All planets can give you a disease if they are placed in the wrong house or make a combination with unfavorable planets. However, the main causes for diseases are Saturn, Rahu and Ketu.