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Dr. Stephen D. Barnhill - Special Medical Adviser with Peer Reviewed Publications

Dr. Stephen D. Barnhill, MD has published many peer-reviewed papers with academics primarily from MD Anderson Cancer Center, Johns Hopkins University Medical Center, Stanford University Medical Center and others.

Included in his publications are the following:

  • Gene Selection for Cancer Classification using Support Vector Machines (Cited by nearly 10,000 publications)   Journal, Machine Learning: Isabelle Guyon, Jason Weston, Stephen Barnhill & Vladimir Vapnik VIEW

  • A Four-Gene Expression Signature for Prostate Cancer Cells Consisting of UAP1, PDLIM5, IMPDH2, and HSPD1 UroToday International Journal: Isabelle Guyon, Herbert A. Fritsche, Paul Choppa, Li-Ying Yang, Stephen D. Barnhill VIEW

  • Role of CA125 in Predicting Ovarian Cancer Survival - a review of the epidemiological literature International Journal Biological Markers: R C Bast Jr 1, F J Xu, Y H Yu, S Barnhill, Z Zhang, G B Mills

  • CA 125: The Past and the Future - PubMed.gov: RC Bast Jr, FJ Xu, S Barnhill, Z Zhang, GB Mills VIEW

  • Comparison of a Neural Network with High Sensitivity and Specificity to Free/total Serum PSA for Diagnosing Prostate Cancer in Men with a PSA < 4.0 ng/mL Artificial Neural Networks in Cancer Diagnosis, Prognosis, and Patient Management: T.A. Stamey, S.D. Barnhill, Z. Zhang, C.M. Yemoto, H. Zhang, K.R. Madyastha

  • Combination of multiple serum markers using an artificial neural network to improve specificity in discriminating malignant from benign pelvic masses. Journal, Gynecologic Oncology: Zhang Z, Barnhill SD, Zhang H, Xu FJ, Yu YH, Jacobs I, Woolas RP, Berchuck A, Madyastha KR, and Bast RC VIEW

  • The ability of the ProstAsure™ Index to identify prostate cancer patients with low cancer volumes and high potential for cure Journal, Urology: S. Barnhill, T.A. Stamey, Z. Zhang.

  • A neural network (ProstAsureTM) with sensitivity and specificity of 75% in detecting prostate cancer in men with a PSA < 4.0 ng/ml Journal, Urology: TA Stamey , SD Barnhill, Zhen Zhang, KR Madyastha

  • Evaluation of ProstAsure index in the detection of prostate cancer: a preliminary report Journal, Urology: R J Babaian 1, H A Fritsche, Z Zhang, K H Zhang, K R Madyastha, SD Barnhill