Joon Lee
Orcid: 0000-0001-8593-9321
According to our database1,
Joon Lee
authored at least 49 papers
between 2006 and 2023.
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Bibliography
2023
Unsupervised Feature Selection to Identify Important ICD-10 Codes for Machine Learning: A Case Study on a Coronary Artery Disease Patient Cohort.
CoRR, 2023
Machine Learning Capability: A standardized metric using case difficulty with applications to individualized deployment of supervised machine learning.
CoRR, 2023
Proceedings of the Approximation, 2023
2022
Nucleic Acids Res., 2022
Prostate Cancer Malignancy Detection and localization from mpMRI using auto-Deep Learning: One Step Closer to Clinical Utilization.
CoRR, 2022
Proceedings of the 2022 ACM-SIAM Symposium on Discrete Algorithms, 2022
2021
IEEE J. Biomed. Health Informatics, 2021
Random Struct. Algorithms, 2021
npj Digit. Medicine, 2021
Item response theory as a feature selection and interpretation tool in the context of machine learning.
Medical Biol. Eng. Comput., 2021
Natural language processing to measure the frequency and mode of communication between healthcare professionals and family members of critically ill patients.
J. Am. Medical Informatics Assoc., 2021
Comput. Biol. Medicine, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Novel Feature Selection for Artificial Intelligence Using Item Response Theory for Mortality Prediction.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Evaluation of Machine Learning-based Patient Outcome Prediction Using Patient-specific Difficulty and Discrimination Indices.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
2019
Nucleic Acids Res., 2019
Segmentation of the Prostatic Gland and the Intraprostatic Lesions on Multiparametic MRI Using Mask-RCNN.
CoRR, 2019
A Deep Dive into Understanding Tumor Foci Classification using Multiparametric MRI Based on Convolutional Neural Network.
CoRR, 2019
Rotation and scale invariant three-dimensional recognition using optical scanning holography.
Proceedings of the 28th IEEE International Symposium on Industrial Electronics, 2019
2018
Automatic Brain Tumor Segmentation and Overall Survival Prediction Using Machine Learning Algorithms.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018
Finding Similar Patient Subpopulations in the ICU Using Laboratory Test Ordering Patterns.
Proceedings of the 2018 7th International Conference on Bioinformatics and Biomedical Science, 2018
Mortality prediction with self normalizing neural networks in intensive care unit patients.
Proceedings of the 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, 2018
Using multiple sentiment dimensions of nursing notes to predict mortality in the intensive care unit.
Proceedings of the 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, 2018
2017
Nucleic Acids Res., 2017
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017
2016
BMC Medical Informatics Decis. Mak., 2016
Personalized mortality prediction for the critically ill using a patient similarity metric and bagging.
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016
2015
Using information theory to identify redundancy in common laboratory tests in the intensive care unit.
BMC Medical Informatics Decis. Mak., 2015
2013
Accessing the public MIMIC-II intensive care relational database for clinical research.
BMC Medical Informatics Decis. Mak., 2013
2012
Signal Quality Estimation With Multichannel Adaptive Filtering in Intensive Care Settings.
IEEE Trans. Biomed. Eng., 2012
Collective Experience: A Database-Fuelled, Inter-Disciplinary Team-Led Learning System.
J. Comput. Sci. Eng., 2012
Risk Stratification of ICU Patients Using Topic Models Inferred from Unstructured Progress Notes.
Proceedings of the AMIA 2012, 2012
2011
Classification of healthy and abnormal swallows based on accelerometry and nasal airflow signals.
Artif. Intell. Medicine, 2011
An Approach to Access the Distributed Data Based on the Multi-Agent System for Interoperability.
Proceedings of the Future Generation Information Technology, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the Advanced Communication and Networking, 2011
2010
J. Mach. Learn. Res., 2010
Proceedings of the Security-Enriched Urban Computing and Smart Grid, 2010
Proceedings of the Security-Enriched Urban Computing and Smart Grid, 2010
2008
Investigating Authentication Architecture Based on Mobility in Heterogeneous Network.
Proceedings of the Second International Conference on Future Generation Communication and Networking, 2008
2007
2006
Proceedings of the Advances in Hybrid Information Technology, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 10th International Conference on CSCW in Design, 2006