Using computer modeling to help identify patient subgroups in clinical data repositories. - Gregory F. Cooper; Bruce G. Buchanan; Mehmet Kayaalp 002; Melissa I. Saul; John K. Vries (AMIA, 1998)

Identifying patient subgroups with simple Bayes'. - John M. Aronis; Gregory F. Cooper; Mehmet Kayaalp 002; Bruce G. Buchanan (AMIA, 1999)

Predicting ICU mortality: a comparison of stationary and nonstationary temporal models. - Mehmet Kayaalp 002; Gregory F. Cooper; Gilles Clermont (AMIA, 2000)

Predicting with Variables Constructed from Temporal Sequences. - Mehmet Kayaalp 002; Gregory F. Cooper; Gilles Clermont (AISTATS, 2001)

IPS: A System That Uses Machine Learning to Help Locate Patient Records for Clinical Research. - Gregory F. Cooper; Bruce G. Buchanan; Wendy W. Chapman; Paul Hanbury; Mehmet Kayaalp 002; Melissa I. Saul (AMIA, 2001)

Creating a Software Tool for the Clinical Researcher - the IPS System. - Bruce G. Buchanan; Wendy W. Chapman; Gregory F. Cooper; Paul Hanbury; Mehmet Kayaalp 002; Manoj Ramachandran; Melissa I. Saul (AMIA, 2002)

A Bayesian Network Scoring Metic that Is Based on Globally Uniform Parameter Priors. - Mehmet Kayaalp 002; Gregory F. Cooper (UAI, 2002)

Methods for Accurate Retrieval of MEDLINE Citations in Functional Genomics. - Mehmet Kayaalp 002; Alan R. Aronson; Susanne M. Humphrey; Nicholas C. Ide; Lorraine K. Tanabe; Lawrence H. Smith; Dina Demner-Fushman; Russell F. Loane; James G. Mork; Olivier Bodenreider (TREC, 2003)

Semi-Automatic Indexing of Full Text Biomedical Articles. - Clifford W. Gay; Mehmet Kayaalp 002; Alan R. Aronson (AMIA, 2005)

A Bayesian Network Scoring Metric That Is Based On Globally Uniform Parameter Priors - Mehmet Kayaalp 002; Gregory F. Cooper (CoRR, 2013)

Piloting a Deceased Subject Integrated Data Repository and Protecting Privacy of Relatives. - Vojtech Huser; Mehmet Kayaalp 002; Zeyno A. Dodd; James J. Cimino (AMIA, 2014)

De-identification of Address, Date, and Alphanumeric Identifiers in Narrative Clinical Reports. - Mehmet Kayaalp 002; Allen C. Browne; Zeyno A. Dodd; Pamela Sagan; Clement J. McDonald (AMIA, 2014)

Visualization of Patient Prescription History Data in Emergency Care. - Selcuk Ozturk; Mehmet Kayaalp 002; Clement J. McDonald (AMIA, 2014)

The pattern of name tokens in narrative clinical text and a comparison of five systems for redacting them. - Mehmet Kayaalp 002; Allen C. Browne; Fiona M. Callaghan; Zeyno A. Dodd; Guy Divita; Selcuk Ozturk; Clement J. McDonald (J. Am. Medical Informatics Assoc., 2014)

An Easy-to-Use Clinical Text De-identification Tool for Clinical Scientists: NLM Scrubber. - Mehmet Kayaalp 002; Allen C. Browne; Zeyno A. Dodd; Pamela Sagan; Clement J. McDonald (AMIA, 2015)

Challenges and Insights in Using HIPAA Privacy Rule for Clinical Text Annotation. - Mehmet Kayaalp 002; Allen C. Browne; Pamela Sagan; Tyne McGee; Clement J. McDonald (AMIA, 2015)

State of the Art of Clinical Narrative Report De-Identification and Its Future. - Özlem Uzuner; John S. Aberdeen; Stéphane M. Meystre; Mehmet Kayaalp 002 (AMIA, 2015)

NLM-Scrubber - a Software Application for Clinical Text De-Identification. - Mehmet Kayaalp 002; Ming Way; Pamela Sagan (AMIA, 2020)

A Context-Enhanced De-identification System. - Kahyun Lee; Mehmet Kayaalp 002; Sam Henry 001; Özlem Uzuner (ACM Trans. Comput. Heal., 2022)