Pamela Cisneros, 49, was shot by NYPD officers after allegedly attacking two people with knives near Times Square.
Her brother Patrick Peralta said she had never shown violent or aggressive behaviour and that he was surprised by the attack.
Peralta said Cisneros had a history of mental health issues and received regular treatment, while authorities continue investigating the circumstances surrounding the attack.