Hey aspirant, No it is not necessary to have a biology background in your 12th and 11th to opt for this course. As this course is entirely based upon applying the knowledge of other engineering tools (product design, basic electronics, Neural network and other programming language, Mechanical engineering) to solve the healthcare problems.

Hope this helps

Good luck