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Regrettably, you cannot remove a valid credit information from your file before the requisite period that the information must stay on your credit record, which is 7 years (six years and nine months generally).
As for the possibility of getting a loan, it really depends on the lender's requirements. Different lenders have different underwriting criteria. So, you need to call quite a few lenders to see if anyone would be able to lend to you at favorable terms considering that your credit score is relatively high.