Hospitalized Veterans Financial Assistance Act of 2003 - Makes the commencement date of the period of payment of a temporary increase in veterans' disability compensation for hospitalization or treatment the day on which such hospitalization or treatment commences. (Currently, such date is the first day of the month in which such hospitalization or treatment commences, when the hospitalization or treatment commences and terminates within the same calendar month.)