Michael W. Kattan

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A model for explaining and predicting the effectiveness of machine learning techniques

Michael W. Kattan, 1993 .

Naive Bayesian-Based Nomogram for Prediction of Prostate Cancer Recurrence

Ivan Bratko, Blaz Zupan, Michael W. Kattan, 1999, MIE.

The index of prediction accuracy: an intuitive measure useful for evaluating risk prediction models

Michael W. Kattan, Thomas A. Gerds, M. Kattan, 2018, Diagnostic and Prognostic Research.

A chronological database as backbone for clinical practice and research data management

Michael W. Kattan, Paul A. Fearn, Frank Sculli, 2003, 16th IEEE Symposium Computer-Based Medical Systems, 2003. Proceedings..

Training, ability, and the acceptance of information technology: an empirical study of IS personnel and end users

Paul H. Cheney, Michael W. Kattan, R. Ryan Nelson, 1991, CPRS.

A comprehensive data level analysis for cancer diagnosis on imbalanced data

Michael W. Kattan, Shahrokh Asadi, Sara Fotouhi, 2019, J. Biomed. Informatics.

Machine Learning for Survival Analysis: A Case Study on Recurrence of Prostate Cancer

Ivan Bratko, Blaz Zupan, Michael W. Kattan, 1999, AIMDM.

Performance Decision Rules for Students in an Introductory Information Systems Course: A Recursive Partitioning Approach

Michael W. Kattan, Timothy Paul Cronan, 2016 .

Seminar article The prediction philosophy in statistics

Michael W. Kattan, Mithat Gönen, 2008 .

A simulation of factors affecting machine learning techniques: an examination of partitioning and class proportions

Michael W. Kattan, Randolph B. Cooper, R. Cooper, 2000 .

Machine learning for survival analysis: a case study on recurrence of prostate cancer

Ivan Bratko, Blaz Zupan, Michael W. Kattan, 2000, Artif. Intell. Medicine.

Author's response: Probabilistic predictions, medical decisions, and clinical usefulness

Michael W. Kattan, Andrew J. Vickers, Ewout W. Steyerberg, 2010 .

Computational modeling for censored time to event data using data integration in biomedical research

Michael W. Kattan, Ickwon Choi, M. Kattan, 2011 .

A Hybrid Approach to Survival Model Building Using Integration of Clinical and Molecular Information in Censored Data

Michael W. Kattan, Changhong Yu, Ickwon Choi, 2012, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

An empirical re-examination of the relationship among training, ability, and the acceptance of information technology

Paul H. Cheney, Michael W. Kattan, R. Ryan Nelson, 1991, SIGCPR '91.

A Comparison of Machine Learning with Human Judgment

Michael W. Kattan, Michael S. Parks, Dennis A. Adams, 1993, J. Manag. Inf. Syst..

Nomograms for Visualization of Naive Bayesian Classifier

Martin Mozina, Blaz Zupan, Michael W. Kattan, 2004, PKDD.

Time trade-off utility modified to accommodate degenerative and life-threatening conditions

Michael W. Kattan, Paul A. Fearn, Brian J. Miles, 2001, AMIA.

The Development and Execution of Medical Prediction Models

Michael W. Kattan, Mithat Gönen, Peter T. Scardino, 2007 .

Book Review: Regression Modeling Strategies: With Applications to Linear Models, Logistic Regression, and Survival Analysis. By Frank E. Harrell Jr. New York: Springer-Verlag, 2001, 582 pages.

Michael W. Kattan, Mike Kattan, 2003 .

A simulation model of colorectal cancer surveillance and recurrence

Michael W. Kattan, Qingqing Hong, Xuebei An, 2014, BMC Medical Informatics and Decision Making.

Prostate Cancer Nomograms and How They Measure Up to Neural Networks

Michael W. Kattan, Pierre I. Karakiewicz, M. Kattan, 2008 .

An empirical approach to model selection through validation for censored survival data

Michael W. Kattan, Changhong Yu, Ickwon Choi, 2011, J. Biomed. Informatics.

Telephone interviews vs. workstation sessions for acquiring quality of life data

Michael W. Kattan, Paul A. Fearn, Brian J. Miles, 1999, AMIA.

The predictive accuracy of computer-based classification decision techniques.A review and research directions

Michael W. Kattan, Randolph B. Cooper, R. Cooper, 1998 .

Orange and Decisions-at-Hand: Bridging Predictive Data Mining and Decision Support

Michael W. Kattan, Janez Demšar, Marko Bohanec, 2001 .