"Russia, and the regime, owe the world more than an explanation about why they keep hitting hospitals and medical facilities and children," he said.
"These are acts that beg for an appropriate investigation of war crimes."
Moscow has repeatedly denied attacking civilians, and said it targets terrorist groups in Syria.
Mr Kerry, however, said Russian and Syrian government attacks on hospitals were "beyond the accidental" and part of a deliberate strategy in war-torn Syria.
