Dr. Erich Huang
Mathematical Statistician, Biostatistics Branch
Research Interests
Imaging in clinical trials, design and analysis of radiomic studies, Bayesian inference, statistical methods for high-dimensional data, methodology for meta-analysis
Selected Recent Peer Reviewed Papers:
Huang EP, O'Connor JPB, McShane LM, Giger ML, Lambin P, Kinahan PE, Siegel EL, and Shankar LK. Criteria for the translation of radiomics into clinically useful tests. Nature Reviews: Clinical Oncology 2023; 20: 69-82..
Obuchowski NA, Huang E, deSouza NM, Raunig D, Delfino J, Buckler A, Hatt C, Wang X, Moskowitz C, Guimaraes A, Giger M, Hall TJ, Kinahan P, and Pennello G. A framework for evaluating the technical performance of multiparameter quantitative imaging biomarkers (mp-QIBs). Academic Radiology 2023; 30 (2): 196-214.
Huang EP, Pennello G, deSouza NM, Wang X, Buckler AJ, Kinahan PE, Barnhart HX, Delfino JG, Hall TJ, Raunig DL, Guimaraes AR, and Obuchowski NA. Multiparametric quantitative imaging in risk prediction: Recommendations for data acquisition, technical performance assessment, and model development and validation. Academic Radiology 2023; 30 (2): 196-214.
Huang EP and Shih JH. Assigning readers to cases in imaging studies using balanced incomplete block designs. Statistical Methods in Medical Research 2021; 30 (10): 2288-2312.
Huang EP, Lin FI, and Shankar LK. Beyond correlations, sensitivities, and specificities: A roadmap for demonstrating utility of advanced imaging in oncology treatment and clinical trial design. Academic Radiology 2017; 24 (8): 1036-1049.
Office Address:
Room 5W110
9609 Medical Center Dr
Rockville, MD 20850
Contact Information:
Tel: (240) 276-6151
Fax: (240) 276-7888
Email:erich.huang@nih.gov