Rihanna, 25, is the on-and-off girlfriend of recording artist Chris Brown.
E! said her trip to a doctor's office in Beverly Hills Tuesday fueled pregnancy rumors already swirling since she canceled two shows because of an undisclosed illness.
She also scrapped a pair of concerts last month because of laryngitis.
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