Dr Chopra, 62, who had served in the Indian Army as a physician, was suffering from cancer for a long time, family sources said.
Shah Rukh Khan, who is still recovering form his shoulder surgery, was at the cremation ground in Mumbai.
In Pics: Shah Rukh Khan, Shahid, Parineeti at the funeral of Priyanka Chopra's father
Other Bollywood celebs including Uday Chopra, Anurag Basu, Madhur Bhandarkar, Ranveer Singh, Ramesh Sippy, Vipul Shah, Ramesh Taurani, Daboo Ratnani, Manish Malhotra, Puneet Malhotra and were also present at the funeral.
Priyanka Chopra's cousin and actress Parineeti Chopra was also present along with other relatives.
Dr Chopra had accompanied his actor daughter to Vancouver for the TOIFA Awards earlier this year despite his ill-health. Priyanka Chopra, who won the Best Actress award there for her role in Barfi! had dedicated it to her father. (With PTI inputs)
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Priyanka Chopra