Justice K K Sasidharan said materials available on record supported the order passed by MCI on July 4 this year.
Dismissing the petition filed by Loordhu Ammal Educational Trust which runs the medical institution, he declined to quash MCI's order.
During the hearing, Haja Mohideen Gisthim, senior central government standing counsel, relied on a report of an expert team which inspected the college and said the institution did not possess essential institutional and infrastructural facilities to run a medical college, in addition to a number of other deficiencies.
"It is not within the province of this court to exercise the power of judicial review to sit on an appeal over the report of the expert committee and the related decision taken by MCI on the basis such report," he said.
He added the issue involved the 'future of a noble profession and medical professionals' and students of the institution would start working as medical officers after graduation.
"Medical students should be qualified to function as specialists in various disciplines and for the said purpose, they should receive proper medical education," he added.