The protest was held at the Minister's Krishna Nagar residence in East Delhi, from where he was elected an MLA and vacated after he was elected MP from Chandni Chowk.
The protesters displayed placards and posters demanding the Health Minister's resignation for "victimising an honest officer at the behest of BJP leaders".
"The Health Minister is changing his stand everyday and is making false statements in a desperate bid to wriggle out of his unjustified decision to compromise with corruption by having shunted out a honest officer on the instructions of BJP leadership," the party said in a statement.
Police deployed forces outside the Minister's residence in view of the protests.
