Building an allergy reconciliation module to eliminate allergy discrepancies in electronic health records.
J. Am. Medical Informatics Assoc., 2025
Development of a drug allergy alert tiering algorithm for penicillins and cephalosporins.
Int. J. Medical Informatics, 2025
Deep learning-based glomerulus detection and classification with generative morphology augmentation in renal pathology images.
Comput. Medical Imaging Graph., 2024
Streamlining Social Media Information Retrieval for Public Health Research with Deep Learning.
CoRR, 2023
PASCLex: A comprehensive post-acute sequelae of COVID-19 (PASC) symptom lexicon derived from electronic health record clinical notes.
J. Biomed. Informatics, 2022
Reconciling Allergy Information for Medication Challenge Test Using Natural Language Processing.
Proceedings of the AMIA 2022, 2022
Cycle-consistent GAN-based stain translation of renal pathology images with glomerulus detection application.
Appl. Soft Comput., 2021
AEP-DLA: Adverse Event Prediction in Hospitalized Adult Patients Using Deep Learning Algorithms.
IEEE Access, 2021
Identifying and Reconciling Patients' Allergy Information Within the Electronic Health Record.
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021
Comparison of Machine Learning Algorithms for Earlier Detection of Cognitive Decline from Clinical Notes in the Electronic Health Records.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Development of a Post-Acute Sequelae of COVID-19 (PASC) Symptom Lexicon Using Electronic Health Record Clinical Notes.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Development of a Drug Allergy Alert Tiering Algorithm for Penicillins and Cephalosporins.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
A dynamic reaction picklist for improving allergy reaction documentation in the electronic health record.
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J. Am. Medical Informatics Assoc., 2020
Study of the Temporal Impact of Renal Transplantation on End Stage Renal Disease Using Clinical Notes with a Data-Driven Approach.
Proceedings of the AMIA 2020, 2020
Glomerulus Detection on Light Microscopic Images of Renal Pathology with the Faster R-CNN.
Proceedings of the Neural Information Processing - 25th International Conference, 2018
Validated Simulation: The Preliminary Experience of Anesthesiologist Board Examination in Taiwan.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017