Prediction of stone disease by discriminant analysis and artificial neural networks in genetic polymorphisms: a new method

To use information from genetic polymorphisms and from patients (drinking/exercise habits) to identify their association with stone disease, the main analytical and predictive tools being discriminant analysis (DA) and artificial neural networks (ANNs).

[1]  D. Neal,et al.  Correlation of vascular endothelial growth factor expression with fibroblast growth factor-8 expression and clinico-pathologic parameters in human prostate cancer , 2001, British Journal of Cancer.

[2]  U. Stenman,et al.  Neural network analysis of clinicopathological factors in urological disease: a critical evaluation of available techniques , 2001, BJU international.

[3]  S. Izenberg,et al.  Prediction of spontaneous ureteral calculous passage by an artificial neural network. , 2000, The Journal of urology.

[4]  R. Hackett,et al.  Cell injury associated calcium oxalate crystalluria. , 1990, The Journal of urology.

[5]  인준교,et al.  SNP(single nucleotide polymorphism)를 이용한 원산지 품질인증분석 시스템개발 , 2004 .

[6]  V. Laudone,et al.  Vascular endothelial growth factor (VEGF) expression in human prostate cancer: in situ and in vitro expression of VEGF by human prostate cancer cells. , 1997, The Journal of urology.

[7]  Andreas Zell,et al.  Simulation neuronaler Netze , 1994 .

[8]  Luke S. Chang,et al.  Epidemiological Studies on the Prevalence of Upper Urinary Calculi in Taiwan , 2002, Urologia Internationalis.

[9]  A. Hanlon,et al.  Increased hypoxia correlates with increased expression of the angiogenesis marker vascular endothelial growth factor in human prostate cancer. , 2001, Urology.

[10]  A. Tewari,et al.  Novel staging tool for localized prostate cancer: a pilot study using genetic adaptive neural networks. , 1998, The Journal of urology.

[11]  E. Rimm,et al.  Prospective study of beverage use and the risk of kidney stones. , 1996, American journal of epidemiology.

[12]  V. Dzau,et al.  Genomics and hypertension: concepts, potentials, and opportunities. , 1999, Hypertension.

[13]  J. Nelson,et al.  Androgens regulate vascular endothelial growth factor content in normal and malignant prostatic tissue. , 1997, Clinical cancer research : an official journal of the American Association for Cancer Research.

[14]  D. Kok,et al.  Calcium oxalate nephrolithiasis, a free or fixed particle disease. , 1994, Kidney international.

[15]  J J de la Rosette,et al.  Prediction of bladder outlet obstruction in men with lower urinary tract symptoms using artificial neural networks. , 2000, The Journal of urology.

[16]  K. Byer,et al.  Free radical scavengers, catalase and superoxide dismutase provide protection from oxalate-associated injury to LLC-PK1 and MDCK cells. , 2000, The Journal of urology.

[17]  W.C. Chen,et al.  The association of androgen‐ and oestrogen‐receptor gene polymorphisms with urolithiasis in men , 2001, BJU international.

[18]  T. Stijnen,et al.  Role of macrophages in nephrolithiasis in rats: an analysis of the renal interstitium. , 2000, American journal of kidney diseases : the official journal of the National Kidney Foundation.

[19]  W. Catalona,et al.  Artificial neural networks in the diagnosis and prognosis of prostate cancer: a pilot study. , 1994, The Journal of urology.

[20]  H. Koul,et al.  Oxalate toxicity in LLC-PK1 cells: role of free radicals. , 1996, Kidney international.

[21]  D. Assimos,et al.  Genetic factors in calcium oxalate stone disease. , 1995, The Journal of urology.

[22]  H. Goodman,et al.  Genetic predisposition to formation of calcium oxalate renal calculi. , 1968, The New England journal of medicine.

[23]  M. Mcgeown Inheritance of calcium renal stones. , 1968, Lancet.

[24]  Youngohc Yoon,et al.  A Comparison of Discriminant Analysis versus Artificial Neural Networks , 1993 .

[25]  Martin T. Hagan,et al.  Gauss-Newton approximation to Bayesian learning , 1997, Proceedings of International Conference on Neural Networks (ICNN'97).

[26]  Norbert Hoffmann,et al.  Simulation Neuronaler Netze , 1991 .

[27]  J. Winer,et al.  The vascular endothelial growth factor family of polypeptides , 1991, Journal of cellular biochemistry.

[28]  B. Finlayson,et al.  The expectation of free and fixed particles in urinary stone disease. , 1978, Investigative urology.