The facility, armed with facilities such as wireless digital X-Ray, thermal imaging, ultrasonography, tranquilisation devices and quarantine facilities, has not only come as a respite to the elephants but is also attracting local and foreign tourists.
Elephants are an important part of India's culture and are prominently displayed in festivals and processions in the south of the country. They are also used as tourist attractions at several forts and palaces in the northern and western regions.
The hospital, inaugurated on Friday in the Hindu holy town of Mathura, is spread over 12,000 square feet and is designed to treat injured, sick or geriatric elephants.
"That captive elephants are not meant to be used and abused but instead have to be given the respect which an animal needs if you are going to be using the animal."
While elephants are revered as a cultural and religious symbol in India, they are also ill-treated by their unschooled mahouts and often fall victim to electrocution, poaching, train accidents and poisoning, animal rights activists say.
India's elephant population fell to 27,312 in 2017 from 29,391-30,711 in 2012, government data shows.
The hospital, on the banks of the Yamuna River, is close to an elephant conservation and care centre run by Wildlife SOS that is home to 22 elephants.
Elizabeth Ritson, a tourist from Australia, said she was glad there was now a dedicated hospital for elephants in India.
"Look at them, they are so much happier and when you see the abuse that they have been through, the horrible shackles that were put on their feet and to see them all healed up, it's just really nice," she said.