Michael W. Kattan

Publication Activity (10 Years)

Years Active: 1991-2021
Publications (10 Years): 2

Top Topics

Base Classifiers

Matlab Simulink

Colorectal Cancer

Simulation Model

Top Venues

J. Biomed. Informatics

BMC Medical Informatics Decis. Mak.

IEEE ACM Trans. Comput. Biol. Bioinform.

Publications

Shahrokh Asadi, Seyed Ehsan Roshan, Michael W. Kattan
Random forest swarm optimization-based for heart diseases diagnosis. J. Biomed. Informatics 115 (2021)
Sara Fotouhi, Shahrokh Asadi, Michael W. Kattan
A comprehensive data level analysis for cancer diagnosis on imbalanced data. J. Biomed. Informatics 90 (2019)
Johnie Rose, Knut Augestad, Chung Kong, Neal J. Meropol, Michael W. Kattan, Qingqing Hong, Xuebei An, Gregory S. Cooper
A simulation model of colorectal cancer surveillance and recurrence. BMC Medical Informatics Decis. Mak. 14 (2014)
Ickwon Choi, Michael W. Kattan, Brian J. Wells, Changhong Yu
A Hybrid Approach to Survival Model Building Using Integration of Clinical and Molecular Information in Censored Data. IEEE ACM Trans. Comput. Biol. Bioinform. 9 (4) (2012)
Ickwon Choi, Brian J. Wells, Changhong Yu, Michael W. Kattan
An empirical approach to model selection through validation for censored survival data. J. Biomed. Informatics 44 (4) (2011)
Martin Mozina, Janez Demsar, Michael W. Kattan, Blaz Zupan
Nomograms for Visualization of Naive Bayesian Classifier. PKDD (2004)
Paul A. Fearn, Kevin Regan, Frank Sculli, Jared Katz, Michael W. Kattan
A Chronological Database as Backbone for Clinical Practice and Research Data Management. CBMS (2003)
Michael W. Kattan, Paul A. Fearn, Brian J. Miles
Time trade-off utility modified to accommodate degenerative and life-threatening conditions. AMIA (2001)
Blaz Zupan, Janez Demsar, Michael W. Kattan, J. Robert Beck, Ivan Bratko
Machine learning for survival analysis: a case study on recurrence of prostate cancer. Artif. Intell. Medicine 20 (1) (2000)
Janez Demsar, Blaz Zupan, Michael W. Kattan, J. Robert Beck, Ivan Bratko
Naive Bayesian-Based Nomogram for Prediction of Prostate Cancer Recurrence. MIE (1999)
Blaz Zupan, Janez Demsar, Michael W. Kattan, J. Robert Beck, Ivan Bratko
Machine Learning for Survival Analysis: A Case Study on Recurrence of Prostate Cancer. AIMDM (1999)
Michael W. Kattan, Paul A. Fearn, Scott B. Cantor, Jim Hu, Mark E. Cowen, R. Brian Giesler, Brian J. Miles
Telephone interviews vs. workstation sessions for acquiring quality of life data. AMIA (1999)
Michael W. Kattan, Dennis A. Adams, Michael S. Parks
A Comparison of Machine Learning with Human Judgment. J. Manag. Inf. Syst. 9 (4) (1993)
R. Ryan Nelson, Michael W. Kattan, Paul H. Cheney
An empirical re-examination of the relationship among training, ability, and the acceptance of information technology. SIGCPR (1991)