The specialized cell types in multicellular organisms are referred to as differentiated cells. Each type has specific functions, such as muscle cells for movement, nerve cells for signaling, and epithelial cells for protection. This specialization allows for complex biological systems, with cells working together to maintain homeostasis and facilitate organ functions.