1. Department Infectious Diseases; Changi General Hospital; Singapore Singapore
2. Department Infectious Diseases; Singapore General Hospital; Singapore Singapore
3. Institute of Infectious Diseases and Epidemiology; Tan Tock Seng Hospital; Singapore Singapore
4. Biostatistics Unit; National University of Singapore; Singapore Singapore
5. Department of Microbiology; Singapore General Hospital; Singapore Singapore