While we would need to review the details of the contract between you and the Shop Owner to provide you a detailed opinion, it can be safely advised that under no circumstances whatsoever, the Clinic can be run using your / your college's name in case you are not a part of it.

In case the terms of your contract with the Shop Owner have a specified minimum tenure of the partnership, the same can be enforced by the order of the Hon'ble Court.

Another option herein can be treating this as a Landlord / Tenant situation wherein eviction can be stopped / delayed once we are able to establish a Tenant - Landlord association between you and the Shop Owner.

Once again, this can be done post reviewing your contract. In the absence of a firm contract, this association can also be proven based on possession and other proofs like your Sign Board, Name Cards, Letterheads, etc.