Siddarth Shankar Mahapatra, a first-year post graduate student in the department of Anesthesiology at the Post Graduate Institute of Medical Education and Research (PGIMER) in RML hospital, was a resident of Odisha.
Police claimed to have found no suicide note at the spot but said that there were indications that he was suffering from depression.
However, they said they have found a note in which Dr Mahapatra had written about "how it is a materialistic world and everything is perishable".
"It exactly cannot be called a suicide note. Prima facie, it seems that he was depressed," a senior police official said.
According to his colleagues, Dr Mahapatra, apparently, was unable to cope up with the work stress at the hospital. Police said that they are yet to ascertain whether he took the extreme step due to personal or professional reasons.
A colleague said that Dr Mahapatra lived along with two roommates, who are doctors of the same hospital.
Police said they were alerted about the incident at 8:38 am.
"On reaching the spot we found the doctor hanging from the fan hook in the ceiling. It is suspected that he had committed suicide," a senior police official said.
The spot was also inspected by a team from the crime branch. His family has been informed, the police said.
The RML authorities expressed grief over his death and said Mahapatra was a good student.
"He used to be a little quiet and was an introvert. But he was a good and obedient student. He recently participated in a protocol thesis presentation on September 12 which went off really well. We are not aware of any work stress. Even the faculty is shocked to hear of his suicide," Smriti Tiwari, spokesperson at RML, said.