About Phelps Hospital . Phelps Hospital, part of Northwell Health, is a full-service 238-bed acute care community hospital located in Sleepy Hollow, NY. With more than 1,700 employees and 1,100 medical staff members representing 60 medical specialties, Phelps offers one of the broadest ranges of community hospital services in Westchester County..