This is confirmed in Śrīmad-Bhāgavatam (11.29.34), where it is said that if a person who is about to die takes full shelter of the Supreme Lord and places himself fully under His care, he actually attains immortality at that time and becomes eligible to associate with the Supreme Lord and enjoy transcendental bliss.
