Azzam Taktak

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All published works

Action	Title	Year	Authors
+	A Web-based Tool For Prognosis Of Patients With Choroidal Melanoma Using Accelerated Failure Time Model	2012	Azzam Taktak Antonio Eleuteri Anthony C. Fisher Sarah E. Coupland Bertil Damato
+	Support Vector Machines for Survival Regression	2012	Antonio Eleuteri Azzam Taktak
+	Conditional Hazard Estimating Neural Networks	2009	Antonio Eleuteri Azzam Taktak Bertil Damato Angela Douglas Sarah E. Coupland
+	Survival analysis in cancer using a partial logistic neural network model with Bayesian regularisation framework: a validation study	2009	Azzam Taktak Antonio Eleuteri Min Hane Aung Paulo Lisböa Laurence Desjardins Bertil Damato
+	A web-based tool for the assessment of discrimination and calibration properties of prognostic models	2008	Azzam Taktak Antonio Eleuteri Stephen P. Lake Anthony C. Fisher
+	External Validation of a Bayesian Neural Network Model in Survival Analysis	2008	Azzam Taktak Antonio Eleuteri Min Hane Aung Paulo Lisböa Laurence Desjardins Bertil Damato
+	Continuous and Discrete Time Survival Analysis: Neural Network Approaches	2007	Antonio Eleuteri Min Hane Aung Azzam Taktak Bertil Damato Paulo Lisböa
+	Double-blind evaluation and benchmarking of survival models in a multi-centre study	2006	Azzam Taktak Laura Antolini Min Hane Aung Patrizia Boracchi Ian Campbell Bertil Damato Emmanuel Ifeachor Nicola Lama Paulo Lisböa Christian Setzkorn
+ PDF Chat	On the use of multi-objective evolutionary algorithms for survival analysis	2006	Christian Setzkorn Azzam Taktak Bertil Damato
+	The role and efficacy of non-linear models in decision making and prognostication	2005	Azzam Taktak Anthony C. Fisher A. S. Jones Bertil Damato

Common Coauthors

Coauthor	Papers Together
Bertil Damato	8
A. Eleuteri	7
Min Hane Aung	4
Paulo Lisböa	4
Anthony C. Fisher	3
Christian Setzkorn	2
Sarah E. Coupland	2
Laurence Desjardins	1
Emmanuel Ifeachor	1
Nicola Lama	1
Laurence Desjardins	1
Stephen P. Lake	1
A. S. Jones	1
Ian Campbell	1
Viktoriya Stalbovskaya	1
Elia Biganzoli	1
Angela Douglas	1
Patrizia Boracchi	1
Laura Antolini	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Feed forward neural networks for the analysis of censored survival data: a partial logistic regression approach	1998	Elia Biganzoli Patrizia Boracchi Luigi Mariani Ettore Marubini	7
+	A novel neural network-based survival analysis model	2003	Antonio Eleuteri Roberto Tagliaferri L. Milano Sabino De Placido Michelino De Laurentiis	4
+	Evaluation of the Performance of Survival Analysis Models: Discrimination and Calibration Measures	2003	Ralph B. D’Agostino Byung‐Ho Nam	3
+	A time‐dependent discrimination index for survival data	2005	Laura Antolini Patrizia Boracchi Elia Biganzoli	3
+	Comparison of artificial neural networks with other statistical approaches	2001	Daniel J. Sargent	3
+ PDF Chat	Neural networks as statistical methods in survival analysis	2001	B. D. Ripley Ruth M. Ripley	3
+	Analysis of Survival Data.	1985	N. E. Breslow D. R. Cox David Oakes	2
+	What do we mean by validating a prognostic model?	2000	Douglas G. Altman Patrick Royston	2
+	Goodness-of-fit tests for randomly censored data	1980	James A. Koziol	2
+	A web-based tool for the assessment of discrimination and calibration properties of prognostic models	2008	Azzam Taktak Antonio Eleuteri Stephen P. Lake Anthony C. Fisher	2
+	Bias reduction in skewed binary classification with Bayesian neural networks	2000	Paulo Lisböa Alfredo Vellido H. Wong	1
+	A general framework for neural network models on censored survival data	2002	Elia Biganzoli Patrizia Boracchi Ettore Marubini	1
+	Double-blind evaluation and benchmarking of survival models in a multi-centre study	2006	Azzam Taktak Laura Antolini Min Hane Aung Patrizia Boracchi Ian Campbell Bertil Damato Emmanuel Ifeachor Nicola Lama Paulo Lisböa Christian Setzkorn	1
+ PDF Chat	The Strong Law under Random Censorship	1993	Winfried Stute J.-L. Wang	1
+	Estimating the Error Rate of a Prediction Rule: Improvement on Cross-Validation	1983	Bradley Efron	1
+ PDF Chat	On the relationship between Bayesian error bars and the input data density	1995	Christopher K. I. Williams	1
+ PDF Chat	Hellinger-Consistency of Certain Nonparametric Maximum Likelihood Estimators	1993	Sara van de Geer	1
+	Logistic Regression, Survival Analysis, and the Kaplan-Meier Curve	1988	Bradley Efron	1
+	Support vector survival regression	2008	Antonio Eleuteri	1
+	Quantile Regression	2005	Roger Koenker	1
+	Modelling cause‐specific hazards with radial basis function artificial neural networks: application to 2233 breast cancer patients	2001	Patrizia Boracchi Elia Biganzoli Ettore Marubini	1
+	Censored Quantile Regression Redux	2008	Roger Koenker	1
+ PDF Chat	On the use of multi-objective evolutionary algorithms for survival analysis	2006	Christian Setzkorn Azzam Taktak Bertil Damato	1
+	Laplace regression with censored data	2010	Matteo Bottai Jiajia Zhang	1
+	TUTORIAL IN BIOSTATISTICS MULTIVARIABLE PROGNOSTIC MODELS: ISSUES IN DEVELOPING MODELS, EVALUATING ASSUMPTIONS AND ADEQUACY, AND MEASURING AND REDUCING ERRORS	1996	Kerry L. Lee Daniel B. Mark	1
+	Comparison of the performance of neural network methods and Cox regression for censored survival data	2000	Anny H. Xiang Pablo Lapuerta Alex Ryutov Jonathan D. Buckley Stanley P. Azen	1
+	Statistical Models and Methods for Lifetime Data	2002	Jerald F. Lawless	1
+	Multiple imputation of missing blood pressure covariates in survival analysis	1999	Stef van Buuren Hendriek C. Boshuizen D.L. Knook	1
+	It’s About Time: Using Discrete-Time Survival Analysis to Study Duration and the Timing of Events	1993	J. David Singer John B. Willett	1
+	Combining Pattern Classifiers: Methods and Algorithms	2005	Subhash Bagui	1
+	MULTIVARIABLE PROGNOSTIC MODELS: ISSUES IN DEVELOPING MODELS, EVALUATING ASSUMPTIONS AND ADEQUACY, AND MEASURING AND REDUCING ERRORS	1996	Frank E. Harrell Kerry L. Lee Daniel B. Mark	1
+ PDF Chat	Implementation of evolutionary fuzzy systems	1999	Yuhui Shi R.C. Eberhart Yaobin Chen	1
+	None	2008	Ji Hwan Jie Mi Won Young Yun	1
+	Overall <i>C</i> as a measure of discrimination in survival analysis: model specific population value and confidence interval estimation	2004	Michael Pencina Ralph B. D’Agostino	1
+ PDF Chat	No free lunch theorems for optimization	1997	David H. Wolpert William G. Macready	1
+	Computer-Aided Multivariate Analysis	1996	A. A. Afifi Virginia A. Clark	1
+	Modelling for Survival Data in Medical Research	1995		1
+ PDF Chat	Survival Analysis Part IV: Further concepts and methods in survival analysis	2003	Taane G. Clark Mike Bradburn Sharon Love Douglas G. Altman	1
+ PDF Chat	Improving point and interval estimators of monotone functions by rearrangement	2009	Victor Chernozhukov Iván Fernández‐Val Alfred Galichon	1
+	Nonparametric Quantile Estimation	2006	Ichiro Takeuchi Quoc V. Le Timothy D. Sears Alexander J. Smola	1
+	A REVIEW OF GOODNESS OF FIT STATISTICS FOR USE IN THE DEVELOPMENT OF LOGISTIC REGRESSION MODELS1	1982	Stanley Lemeshow David W. Hosmer	1
+	Testing equality of relative survival patterns based on aggregated data.	1987	Timo Hakulinen Leena Tenkanen Kamal Abeywickrama Lassi Païvärinta	1
+ PDF Chat	Modern Applied Statistics With S	2003		1
+	Statistical Models and Methods for Lifetime Data.	1983	Brian Francis Jerald F. Lawless	1
+	Modelling Survival Data in Medical Research.	1994	Geoffrey J. McLachlan D. Collett	1
+	Survival SVM: a Practical Scalable Algorithm	2008	Vanya Van Belle Kristiaan Pelckmans Johan A. K. Suykens Sabine Van Huffel	1
+	Density Estimation for Statistics and Data Analysis	1987	Khosrow Dehnad	1
+	Modelling Survival Data in Medical Research.	1995	J. Watkins D. Collett	1
+	Statistical Distributions	1994	Eric R. Ziegel M. Evans N. Hastings B. Peacock	1
+	Consistency of kernel‐based quantile regression	2008	Andreas Christmann Ingo Steinwart	1