Overview
Education/Academic qualification
Comp-Comp Sci, Doctorate Degree
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Dive into the research topics where Byung Park is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Combining Machine Learning and Comparative Effectiveness Methodology to Study Primary Care Pharmacotherapy Pathways for Veterans With Depression
Ozmen, O., Rush, E., Park, B. H., Jones, M., Trafton, J., Brenner, L., Rupper, R. W., Ward, M., Nebeker, J. R. & Pizer, S. D., Jun 1 2025, In: Medical Care. 63, 6, p. 422-429 8 p.Research output: Contribution to journal › Article › peer-review
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A framework for inferring and analyzing pharmacotherapy treatment patterns
Rush, E., Ozmen, O., Kim, M., Ortegon, E. R., Jones, M., Park, B. H., Pizer, S., Trafton, J., Brenner, L. A., Ward, M. & Nebeker, J. R., Dec 2024, In: BMC Medical Informatics and Decision Making. 24, 1, 68.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Leveraging BERT and Network-Based Attention Analysis for Identifying Treatment Milestones in EHRs
Kim, M., Kim, S. & Park, B., 2024, Proceedings - 2024 IEEE International Conference on Big Data, BigData 2024. Ding, W., Lu, C.-T., Wang, F., Di, L., Wu, K., Huan, J., Nambiar, R., Li, J., Ilievski, F., Baeza-Yates, R. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 8707-8709 3 p. (Proceedings - 2024 IEEE International Conference on Big Data, BigData 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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CPViz: Visualizing Clinical Pathways Represented in Higher-Order Networks
Chae, J., Park, B. H., Kim, M., Rush, E., Ozmen, O., Jones, M., Ward, M. & Nebeker, J. R., 2023, In: IS and T International Symposium on Electronic Imaging Science and Technology. 35, 1, 395.Research output: Contribution to journal › Conference article › peer-review
Open Access -
DENSECL: Haze Mitigation Using Dense Blocks and Contrastive Loss Regularization
Mitra, S. & Park, B. H., 2023, 2023 IEEE International Conference on Image Processing, ICIP 2023 - Proceedings. IEEE Computer Society, p. 2930-2934 5 p. (Proceedings - International Conference on Image Processing, ICIP).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access