She was found lying unconscious in a hostel room early on Monday by her doctor friends.
The deceased has been identified as Saraswati and she was a gynecologist.
Sources in the college said her husband is an IPS officer in Andhra Pradesh.
Local police rushed to the spot and were investigating the matter.
This is the second case of suicide in last seven months by a female junior doctor in the biggest medical college of Madhya Pradesh. In January this year, 24-year-old postgraduate resident doctor had committed suicide by injecting some suspicious chemical into her body.
–IANS
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