Usually not. In most cases, hospice care can only begin when active cancer treatment ends. There are exceptions, the most notable being pediatric cancer.
Some agencies are piloting concurrent cancer treatment/hospice care for certain specific cancer situations. These are rare exceptions and may not be available.