Kanye then returned to his ranch and shortly thereafter an ambulance was pictured arriving on his grounds.
Hours before, the rapper issued a public apology to his wife Kim Kardashian for her explosive comments about their marriage.
Over the past week, Kanye took part in a series of late-night tirades on Twitter where he searched Kim and her famous family’s home.
Ahead of her hospital visit, Kanye returned to social media and said he was sorry for spreading their private matters and admitted he knew it had hurt her.
“I would like to apologize to my wife Kim for going public with something that was a private matter. I didn’t cover her like she covered me. To Kim, I want to say that I know I hurt you. Please forgive me. Thank you. for always being there for me, ”he wrote in a tweet on Saturday.
It came after Kanye, who launched a campaign to become President of the United States, claimed he tried to divorce Kim and said she was trying to lock him up.
He also hinted that he believed she cheated with rival rapper Meek Mill. Last Sunday, he told a campaign rally in South Carolina that the couple were considering an abortion when Kim found out she was pregnant with her daughter North.
Kim was silent on the matter for a number of days before finally speaking out on Wednesday where she asked for compassion and understanding.
“As a society, we talk about giving thanks to the whole issue of mental health, but we should also give thanks to people who are living with this disease when they need it most.
“I kindly ask that the media and the public give us the compassion and empathy we need to get us through this. Thank you for those who expressed their concern for Kanye’s well-being and for your understanding, ”she wrote.
Earlier this weekend, Justin Bieber was pictured arriving at Kanye’s ranch with his wife Hailey.
He is believed to have become a marriage counselor in an attempt to mend the six-year marriage at the behest of Kim’s older sister Kourtney, 41.
A source said: “Justin has been through his own very public blackout and he wants to help Kanye as much as he can.
“He also tries to mediate between himself and the family because he’s very close to the Kardashians – especially Kourtney.
“It was Kourtney who asked her to go see Kanye, she thinks Justin will have a positive influence on him.
“All of the Kardashian sisters come together around Kim and try to support her as much as possible.”