In a statement, the outfit alleged that the deaths occurred because the hospital lacked life-saving medicines and equipment.
The state government attached the hospital's medical superintendent last week after a preliminary probe.
The hardline faction, headed by Syed Ali Shah Geelani, alleged that the chief minister and his ministers lacked the "moral courage" to take responsibility for these deaths.