Dr. Huang received her PhD from University of Rochester in statistics in 2000. She worked at Medical University of South Carolina for 8 years before joining Johns Hopkins University in 2008.

Dr. Huang holds a primary appointment at department of oncology (School of Medicine) and a joint appointment at department of biostatistics (Bloomberg School of Public Heath). She is the primary biostatistics faculty in cancer imaging. She directs the Biostatistics core of ovarian cancer SPORE and previous founded Resource of the In Vivo Cellular and Molecular Imaging Center (ICMIC) and breast cancer SPORE Biostatistics and Bioinformatics Core