'Qual è il problema?' - 'What is the problem?'. Would

‘Qual è il problema?’ - ‘What is the problem?’.
Would ‘Cosa è il problema’ be correct as well? Since both ‘qual’ and ‘cosa’ seem to mean the same word, which is ‘what’.

Greg