Joon Lee

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 33

Top Topics

Item Response Theory

Rotation And Scale Invariant

Brain Tumor Segmentation

Machine Learning

Top Venues

Nucleic Acids Res.

Publications

Joon Lee, Nicolas Macris, Jean Bernoulli Ravelomanana, Perrine Vantalon
The PRODSAT phase of random quantum satisfiability. CoRR (2024)
Amin Coja-Oghlan, Jane Gao, Max Hahn-Klimroth, Joon Lee, Noëla Müller, Maurice Rolvien
The Full Rank Condition for Sparse Random Matrices. APPROX/RANDOM (2023)
Peyman Ghasemi, Joon Lee
Unsupervised Feature Selection to Identify Important ICD-10 Codes for Machine Learning: A Case Study on a Coronary Artery Disease Patient Cohort. CoRR (2023)
Adrienne S. Kline, Joon Lee
Machine Learning Capability: A standardized metric using case difficulty with applications to individualized deployment of supervised machine learning. CoRR (2023)
Weiwei Zong, Eric Nathan Carver, Simeng Zhu, Eric Schaff, Daniel Chapman, Joon Lee, Hassan Bagher-Ebadian, Indrin J. Chetty, Benjamin Movsas, Winston Wen, Tarik Alafif, Xiangyun Zong
Prostate Cancer Malignancy Detection and localization from mpMRI using auto-Deep Learning: One Step Closer to Clinical Utilization. CoRR (2022)
Fábio Madeira, Matt Pearce, Adrian R. N. Tivey, Prasad Basutkar, Joon Lee, Ossama Edbali, Nandana Madhusoodanan, Anton Kolesnikov, Rodrigo Lopez
Search and sequence analysis tools services from EMBL-EBI in 2022. Nucleic Acids Res. 50 (W1) (2022)
Amin Coja-Oghlan, Oliver Cooley, Mihyun Kang, Joon Lee, Jean Bernoulli Ravelomanana
The Sparse Parity Matrix. SODA (2022)
Anis Sharafoddini, Joel A. Dubin, Joon Lee
Identifying subpopulations of septic patients: A temporal data-driven approach. Comput. Biol. Medicine 130 (2021)
Zahra Shakeri Hossein Abad, Joon Lee
Detecting Uncertainty of Mortality Prediction Using Confident Learning. EMBC (2021)
Filipe R. Lucini, Karla D. Krewulak, Kirsten M. Fiest, Sean M. Bagshaw, Danny J. Zuege, Joon Lee, Henry T. Stelfox
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. 28 (3) (2021)
Adrienne S. Kline, Theresa J. B. Kline, Joon Lee
Item response theory as a feature selection and interpretation tool in the context of machine learning. Medical Biol. Eng. Comput. 59 (2) (2021)
Amin Coja-Oghlan, Pu Gao, Max Hahn-Klimroth, Joon Lee, Noëla Müller, Maurice Rolvien
The full rank condition for sparse random matrices. CoRR (2021)
Dimitris Achlioptas, Amin Coja-Oghlan, Max Hahn-Klimroth, Joon Lee, Noëla Müller, Manuel Penschuck, Guangyan Zhou
The number of satisfying assignments of random 2-SAT formulas. Random Struct. Algorithms 58 (4) (2021)
Zahra Shakeri Hossein Abad, Adrienne S. Kline, Madeena Sultana, Mohammad Noaeen, Elvira Nurmambetova, Filipe R. Lucini, Majed M. Al-Jefri, Joon Lee
Digital public health surveillance: a systematic scoping review. npj Digit. Medicine 4 (2021)
Zahra Shakeri Hossein Abad, David M. Maslove, Joon Lee
Predicting Discharge Destination of Critically Ill Patients Using Machine Learning. IEEE J. Biomed. Health Informatics 25 (3) (2021)
Dimitris Achlioptas, Amin Coja-Oghlan, Max Hahn-Klimroth, Joon Lee, Noëla Müller, Manuel Penschuck, Guangyan Zhou
The random 2-SAT partition function. CoRR (2020)
Zahra Shakeri Hossein Abad, Adrienne S. Kline, Joon Lee
Evaluation of Machine Learning-based Patient Outcome Prediction Using Patient-specific Difficulty and Discrimination Indices. EMBC (2020)
Majed M. Al-Jefri, Joon Lee, Matthew James
Predicting Acute Kidney Injury after Surgery. EMBC (2020)
Filipe R. Lucini, Kirsten M. Fiest, Henry T. Stelfox, Joon Lee
Delirium prediction in the intensive care unit: a temporal approach. EMBC (2020)
Adrienne S. Kline, Theresa J. B. Kline, Zahra Shakeri Hossein Abad, Joon Lee
Novel Feature Selection for Artificial Intelligence Using Item Response Theory for Mortality Prediction. EMBC (2020)
Weiwei Zong, Joon Lee, Chang Liu, Eric Nathan Carver, Aharon Feldman, Branislava Janic, Mohamed Elshaikh, Milan Pantelic, David Hearshen, Indrin J. Chetty, Benjamin Movsas, Ning Wen
A Deep Dive into Understanding Tumor Foci Classification using Multiparametric MRI Based on Convolutional Neural Network. CoRR (2019)
Zhenzhen Dai, Eric Nathan Carver, Chang Liu, Joon Lee, Aharon Feldman, Weiwei Zong, Milan Pantelic, Mohamed Elshaikh, Ning Wen
Segmentation of the Prostatic Gland and the Intraprostatic Lesions on Multiparametic MRI Using Mask-RCNN. CoRR (2019)
Fábio Madeira, Youngmi Park, Joon Lee, Nicola Buso, Tamer Gur, Nandana Madhusoodanan, Prasad Basutkar, Adrian R. N. Tivey, Simon C. Potter, Robert D. Finn, Rodrigo Lopez
The EMBL-EBI search and sequence analysis tools APIs in 2019. Nucleic Acids Res. 47 (Webserver-Issue) (2019)
Joon Lee, Tae Woong Kim, Dong Hwan Im, Kyung Beom Kim, Seung Ram Lim, Taegeun Kim
Rotation and scale invariant three-dimensional recognition using optical scanning holography. ISIE (2019)
M. A. H. Zahid, Joon Lee
Mortality prediction with self normalizing neural networks in intensive care unit patients. BHI (2018)
Anis Sharafoddini, Joel A. Dubin, Joon Lee
Finding Similar Patient Subpopulations in the ICU Using Laboratory Test Ordering Patterns. ICBBS (2018)
Nam Tran, Joon Lee
Using multiple sentiment dimensions of nursing notes to predict mortality in the intensive care unit. BHI (2018)
Eric Nathan Carver, Chang Liu, Weiwei Zong, Zhenzhen Dai, James M. Snyder, Joon Lee, Ning Wen
Automatic Brain Tumor Segmentation and Overall Survival Prediction Using Machine Learning Algorithms. BrainLes@MICCAI (2) (2018)
Cheng-Yang Fu, Joon Lee, Mohit Bansal, Alexander C. Berg
Video Highlight Prediction Using Audience Chat Reactions. CoRR (2017)
Cheng-Yang Fu, Joon Lee, Mohit Bansal, Alexander C. Berg
Video Highlight Prediction Using Audience Chat Reactions. EMNLP (2017)
Szymon Chojnacki, Andrew Peter Cowley, Joon Lee, Anna Foix, Rodrigo Lopez
Programmatic access to bioinformatics tools from EMBL-EBI update: 2017. Nucleic Acids Res. 45 (Webserver-Issue) (2017)
Joon Lee
Personalized mortality prediction for the critically ill using a patient similarity metric and bagging. BHI (2016)
Joon Lee, Evan Ribey, James R. Wallace
A web-based data visualization tool for the MIMIC-II database. BMC Medical Informatics Decis. Mak. 16 (2016)
Joon Lee, David M. Maslove
Using information theory to identify redundancy in common laboratory tests in the intensive care unit. BMC Medical Informatics Decis. Mak. 15 (2015)
Daniel J. Scott, Joon Lee, Ikaro Silva, Shinhyuk Park, George B. Moody, Leo A. Celi, Roger G. Mark
Accessing the public MIMIC-II intensive care relational database for clinical research. BMC Medical Informatics Decis. Mak. 13 (2013)
Li-Wei H. Lehman, Mohammed Saeed, William J. Long, Joon Lee, Roger G. Mark
Risk Stratification of ICU Patients Using Topic Models Inferred from Unstructured Progress Notes. AMIA (2012)
Ikaro Silva, Joon Lee, Roger G. Mark
Signal Quality Estimation With Multichannel Adaptive Filtering in Intensive Care Settings. IEEE Trans. Biomed. Eng. 59 (9) (2012)
Leo A. Celi, Roger G. Mark, Joon Lee, Daniel J. Scott, Trishan Panch
Collective Experience: A Database-Fuelled, Inter-Disciplinary Team-Led Learning System. J. Comput. Sci. Eng. 6 (1) (2012)
Ikaro Silva, Joon Lee, Roger G. Mark
Photoplethysmograph quality estimation through multichannel filtering. EMBC (2011)
Youn-Gyou Kook, Joon Lee, Min-Woo Park, Ki-Seok Choi, Jaesoo Kim, Soung-Soo Shin
Data Quality Management Based on Data Profiling in E-Government Environments. ACN (2011)
Joon Lee, Catriona M. Steele, Tom Chau
Classification of healthy and abnormal swallows based on accelerometry and nasal airflow signals. Artif. Intell. Medicine 52 (1) (2011)
Joon Lee, Daniel J. Scott, Mauricio Villarroel, Gari D. Clifford, Mohammed Saeed, Roger G. Mark
Open-access MIMIC-II database for intensive care research. EMBC (2011)
Youn-Gyou Kook, Joon Lee, Min-Woo Park, Jaesoo Kim, Ki-Seok Choi
An Approach to Access the Distributed Data Based on the Multi-Agent System for Interoperability. FGIT (2011)
Youn-Gyou Kook, Joon Lee, Ki-Seok Choi, Jaesoo Kim, Robert Young Chul Kim
Data Aggregation Using Mobile Agent Mechanism on Distributed Sensor Networks. SUComS (2010)
Christian R. Shelton, Yu Fan, William Lam, Joon Lee, Jing Xu
Continuous Time Bayesian Network Reasoning and Learning Engine. J. Mach. Learn. Res. 11 (2010)
Joon Lee, Youn-Gyou Kook, Jaesoo Kim, Ki-Seok Choi
Issues on Selecting National R&D Project. SUComS (2010)
Anish Prasad Shrestha, Dong-You Choi, Joon Lee, Seung Jo Han, Soon-Suck Jarng
Investigating Authentication Architecture Based on Mobility in Heterogeneous Network. FGCN (2) (2008)
Pam Royse, Joon Lee, Baasanjav Undrahbuyan, Mark Hopson, Mia Consalvo
Women and games: technologies of the gendered self. New Media Soc. 9 (4) (2007)
Joon Lee, Stefanie Blain, Mike Casas, Dave Kenny, Glenn Berall, Tom Chau
A Radial Basis Function Classifier for Pediatric Aspiration Detection. EMBC (2006)
Cheol-seung Lee, Hyeong-Gyun Kim, Joon Lee
Design of User Authentication System based on WPKI. CSCWD (2006)
Seong-Pyo Hong, Jong-An Park, Seung Jo Han, Jae-Young Pyun, Joon Lee
Design of WLAN Secure System Against Weaknesses of the IEEE 802.1x. ICHIT (2006)