physician photo

Feng Gao, MD, PhD, MPH, MS

Associate Professor of Surgery

Medical School

MD, Preventive Medicine, Beijing Medical University, Beijing, China, 1984-90

Graduate School

MPH, Medical Statistics, Beijing Medical University, Beijing, China, 1992-1996 

MS, Biostatistics, Emory University, Atlanta, Georgia, 1998-2002

PhD, Biostatistics, Emory University, Atlanta, Georgia, 1998-2003

Research Interests

Dr. Gao’s is a biostatistician whose primary research interests are in the areas of time-to-event and longitudinal data. Specifically, Dr. Gao's current research involves (1) the assessment of clinical prediction rules, (2) the prediction of survival outcome with time-dependent covariates, (3) growth mixture modeling of longitudinal data, and (4) joint modeling of longitudinal and survival data. He developed a joint model of longitudinal and survival data to assess whether the fluctuation of intraocular pressure is an independent predictor to the risk of developing primary open-angle glaucoma. He also developed a growth mixture model to identify distinct patterns of biomarker trajectories and to monitor disease progression using multivariate longitudinal biomarkers. He is currently providing statistical support for cancer-related studies in the Siteman Cancer Center. His responsibilities include study design, safety monitoring, data analysis, and manuscript/abstract preparation.

Selected Publications

Gao F, Manatunga AK, and Chen S. Non-parametric estimation for baseline hazard function and covariate effects with time-dependent covariates. Statistics in Medicine 2007; 26:857-868.

Xiong C, Gao F, Yan Y, Luo Q, Sung Y and Shi G. On Measuring Overall Heterogeneity in Meta-analysis---Application to CSF Biomarker Studies in Alzheimer's Disease.  Journal of Modern Applied Statistical Methods 2008; 7:286-296.

Gao F, Xiong C, Yan Y, Yu K and Zhang Z. Estimating optimum linear combination of multiple correlated diagnostic tests at a fixed specificity with Receiver Operating Characteristic Curves. Journal of Data Science 2008; 6:1-13.

Ellis MJ, Gao F, Dehdashti F, Jeffe DB, Marcom PK, Carey LA, Dickler MN, Silverman P, Fleming GF, Kommareddy A, Jamalabadi-Majidi S, Crowder R, Siegel BA.  Lower-dose (6 mg Daily) versus High-dose (30 mg Daily) Oral Estradiol Therapy of Hormone-receptor-positive, Aromatase-inhibitor-resistant Advanced Breast Cancer:  A Randomized Phase 2 Study. JAMA. 2009; 302:774-780.

Kim C, Song KH, Gao F, Wang LV.  Sentinel Lymph Nodes and Lymphatic Vessels: Noninvasive Dual-Modality in Vivo Mapping by Using Indocyanine Green in Rats—Volumetric Spectroscopic Photoacoustic Imaging and Planar Fluorescence Imaging. Radiology, 2010; 255: 442-450.

Gao F, Miller JP, Xiong C, Huecker J, Gordon MO. A joint-modeling approach to assess the impact of biomarker variability on the risk of developing clinical outcome. Statistical Methods and Applications. 2011; 20(1):83–100.

Dehdashti F, Laforest R, Gao F, Aft R, Dence CS, Zhou D, Siegel BA, Katzenellenbogen JA, Welch MJ. Assessment of Progesterone Receptors in Breast Carcinoma by Positron Emission Tomography using 21-[18F]Fluoro-16α,17α-[(R)-1’-α-furylmethylidene)dioxy]-19-norpregn-4-ene-3,20-dione (FFNP). Journal of Nuclear Medicine 2012; 53:363–370.

Xiong C, Luo J, Gao F, Chen L, Yan Y. Optimum Design of Disease-modifying Trials on Alzheimer's Disease. Statistics in Biopharmaceutical Research. 2012; 4(3):216-227.

Gao F, Miller JP, Miglior S, Beiser JA, Torri V,  Kass MA, Gordon MO. The effect of changes in IOP on the risk of developing POAG in patients with ocular hypertension: an application of latent class analysis. BMC Medical Research Methodology 2012; 12:151.

Wildes TM, Ruwe AP, Fournier C, Gao F, Carson KR, Piccirillo JF, Tan B, Colditz GA.  Geriatric assessment is associated with completion of chemotherapy, toxicity and survival in older adults with cancer.  J Geriatr Oncol. 2013; 4(3):227-234.

Xiong C, Yan Y, Gao F. Diagnostic Utility of Gene Expression Profiles. Journal of Biometrics and Biostatistics. 2013; 4:158.

Strasberg SM,  F Gao, Sanford D, Linehan DC, Hawkins WG, Fields R, Carpenter DH, Brunt EM and  Phillips C. Jaundice, an Important, Poorly Recognized Risk Factor for Diminished Survival In Patients with Adenocarcinoma of the Head of the Pancreas. HPB.  2014;16(2):150-6.

Wildes TM, Finney JD, Fiala M, Gao F, Vij R, Stockerl-Goldstein K, Carson KR, Mikhael K, Colditz G. High dose therapy and autologous stem cell transplant in older adults with multiple myeloma. Bone Marrow Transplantation 2015;50(8):1075-82.

See PubMed for full list of publications.

Editorial Positions

Reviewer for professional journals:

Journal of Clinical Oncology

Statistics in Medicine, Circulation

American Journal of Epidemiology

Computational Statistics and Data Analysis

Journal of Biopharmaceutical Statistics

 

Chapters

Gao F, Trinkaus KM, Miller JP. Early Phase Clinical Trials: Phases I and II. Handbook of Statistics, Volume 27:  Epidemiology and Medical Statistics, C.R. Rao, J.P. Miller, D.C. Rao, editors. Elsevier, 2008.

Gao F, Trinkaus KM, Miller JP.  Principles of Clinical Research. The Washington Manual of Oncology (second edition), Ramaswamy Govindan, editor. Lippincott Williams & Wilkins, 2008.