Certainly in American animation, the style predates any connection with Japan in Disney, Warner Bros and the aforementioned Betty Boop. But Osamu is generally credited with bringing to the mainstream the style you see today through his work starting in the 1940s. Astro Boy aired much later, but is probably the biggest anime of all time, lending credence to the idea that Osamu is the "Father of Anime."