• 1686 Citations
  • 20 Scopus h-Index
19992019
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Research Output 1999 2019

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Conference contribution
2019

Evaluating the impact of data representation on EHR-based analytic tasks

Oh, W., Steinbach, M. S., Castro, M. R., Peterson, K. A., Kumar, V., Caraballo, P. & Simona, G. J., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 288-292 5 p. (Studies in Health Technology and Informatics; vol. 264).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Trajectories
Data Mining
Knowledge representation
Medical problems
Data mining

Reduction of unnecessary thyroid biopsies using deep learning

Akkus, Z., Boonrod, A., Siddiquee, M. R., Philbrick, K. A., Stan, M. N., Castro, M. R., Erickson, D., Callstrom, M. R. & Erickson, B. J., Jan 1 2019, Medical Imaging 2019: Image Processing. Landman, B. A., Angelini, E. D., Angelini, E. D. & Angelini, E. D. (eds.). SPIE, 109490W. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10949).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Biopsy
nodules
learning
Thyroid Nodule
Thyroid Gland
2017
1 Citation (Scopus)

Estimating Disease Onset Time by Modeling Lab Result Trajectories via Bayes Networks

Oh, W., Yadav, P., Kumar, V., Caraballo, P., Castro, M. R., Steinbach, M. S. & Simon, G. J., Sep 8 2017, Proceedings - 2017 IEEE International Conference on Healthcare Informatics, ICHI 2017. Cummins, M., Facelli, J., Meixner, G., Giraud-Carrier, C. & Nakajima, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 374-379 6 p. 8031177

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electronic Health Records
Type 2 Diabetes Mellitus
Aptitude
Proportional Hazards Models
Observational Studies