James M. Naessens

Publication Activity (10 Years)

Years Active: 1998-2021
Publications (10 Years): 10

Top Topics

Clinical Decision Support

Cardiac Surgery

Natural Language

Feature Generation

Top Venues

J. Am. Medical Informatics Assoc.

BMC Medical Informatics Decis. Mak.

Publications

Santiago Romero-Brufau, Daniel Whitford, Matthew G. Johnson, Joel Hickman, Bruce W. Morlan, Terry M. Therneau, James M. Naessens, Jeanne M. Huddleston
Using machine learning to improve the accuracy of patient deterioration predictions: Mayo Clinic Early Warning Score (MC-EWS). J. Am. Medical Informatics Assoc. 28 (6) (2021)
Feichen Shen, David W. Larson, James M. Naessens, Elizabeth B. Habermann, Hongfang Liu, Sunghwan Sohn
Detection of Surgical Site Infection Utilizing Automated Feature Generation in Clinical Notes. J. Heal. Informatics Res. 3 (3) (2019)
David Chen, Sijia Liu, Paul R. Kingsbury, Sunghwan Sohn, Curtis B. Storlie, Elizabeth B. Habermann, James M. Naessens, David W. Larson, Hongfang Liu
Deep learning and alternative learning strategies for retrospective real-world clinical data. npj Digit. Medicine 2 (2019)
Adrian G. Dumitrascu, M. Caroline Burton, Nancy L. Dawson, Colleen S. Thomas, Lisa M. Nordan, Hope E. Greig, Duaa I Aljabri, James M. Naessens
Patient portal use and hospital outcomes. J. Am. Medical Informatics Assoc. 25 (4) (2018)
Feichen Shen, David W. Larson, James M. Naessens, Elizabeth B. Habermann, Hongfang Liu, Sunghwan Sohn
Detection of Surgical Site Infection Utilizing Automated Feature Generation in Clinical Notes. CoRR (2018)
Duaa I Aljabri, Adrian G. Dumitrascu, M. Caroline Burton, Launia White, Mahmud Khan, Sudha Xirasagar, Ronnie Horner, James M. Naessens
Patient portal adoption and use by hospitalized cancer patients: a retrospective study of its impact on adverse events, utilization, and patient satisfaction. BMC Medical Informatics Decis. Mak. 18 (1) (2018)
Yangmei Zhou, David W. Larson, Elizabeth B. Habermann, James M. Naessens, Hongfang Liu, Sunghwan Sohn
Locally Generated Bayesian Network Prediction of Colorectal Surgical Site Infections. CRI (2017)
Yangmei Zhou, David W. Larson, Elizabeth B. Habermann, James M. Naessens, Hongfang Liu, Sunghwan Sohn
Prediction of Organ Space Colorectal Surgical Site Infections Using Prognostic Bayesian Networks. CRI (2017)
Sunghwan Sohn, Majid Rastegar-Mojarad, James M. Naessens, Elizabeth B. Habermann, David W. Larson, Hongfang Liu
Prediction of Colorectal Surgical Site Infections Using Risk Factors. AMIA (2015)
Sunghwan Sohn, Majid Rastegar-Mojarad, James M. Naessens, Elizabeth B. Habermann, David W. Larson, Hongfang Liu
Detection of Colorectal Surgical Site Infections Using Bayesian Network and Natural Language Processing. AMIA (2015)
Joseph H. Skalski, James R. Stubbs, Andrew Higgins, Lance A. Trewhella, Robert R. Bleimeyer, Kristy Doan, James M. Naessens, Pedro J. Caraballo, Mark H. Ereth
Clinical Decision Support Integrated in the Electronic Medical Record to Reduce Overuse of Blood Product Transfusion in the Cardiac Surgery ICU. AMIA (2014)
Rajeev Chaudhry, Rosa L. Cabanela, Ahmed S. Rahman, Erin McMurtry, Dorinda Leutink, Sidna M. Scheitel, James M. Naessens
Effect of E-mail versus Postal Reminders for Mammogram Screening. AMIA (2006)
Ahmed S. Rahman, James M. Naessens, Rosa L. Cabanela, Stephanie S. Anderson
Primary Care Physician Portal - Delivering Practice Information at the Finger Tip. AMIA (2006)
Priscilla van Grevenhof, Ahmed S. Rahman, Rosa L. Cabanela, James M. Naessens, D. Lassig
Managing the primary care practice on the Web. AMIA (2000)
Priscilla van Grevenhof, Judith L. Wagner, James M. Naessens, Charles H. Darby, Jill M. Killian, Eva R. Helgeson, Roger Evans
Development of a Multi-Year Population-Based Data Warehouse of Standardized Medical Costs: Methods and Results. AMIA (1998)