Complex sentence: Jay Dee left in 2002 to pursue a solo career with MCA Records and was replaced by Elzhi, after which Baatin also left due to health complications.
Split into simpler sentences: Jay Dee left in 2002 to pursue a solo career with MCA Records. Elzhi joined in his absence, after which Baatin also left due to health complications.