Joon Lee

55 papers A* 2A 1C 1Misc 1Journal 30Unranked 20
YearRankTypeTitle / Venue / Authors
2026 J jnl
RIM Hand : A Robotic Hand with an Accurate Carpometacarpal Joint and Nitinol-Supported Skeletal Structure.
CoRR
Joon Lee, Jeongyoon Han, Doyoung Kim, Seokhwan Jeong
2025 J jnl
Personalized decision making for coronary artery disease treatment using offline reinforcement learning.
npj Digit. Medicine
Peyman Ghasemi, Matthew Greenberg, Danielle A. Southern, Bing Li, James A. White, Joon Lee
2025 J jnl
Variable Transmission Mechanisms for Robotic Applications: A Review [Survey].
IEEE Robotics Autom. Mag.
Jihyuk Park, Joon Lee, Hyung-Tae Seo, Seokhwan Jeong
2024 J jnl
The PRODSAT phase of random quantum satisfiability.
CoRR
Joon Lee, Nicolas Macris, Jean Bernoulli Ravelomanana, Perrine Vantalon
2024 J jnl
The full rank condition for sparse random matrices.
Comb. Probab. Comput.
Amin Coja-Oghlan, Pu Gao, Max Hahn-Klimroth, Joon Lee, Noëla Müller, Maurice Rolvien
2023 J jnl
Machine Learning Capability: A standardized metric using case difficulty with applications to individualized deployment of supervised machine learning.
CoRR
Adrienne S. Kline, Joon Lee
2023 A conf
The Full Rank Condition for Sparse Random Matrices.
APPROX/RANDOM
Amin Coja-Oghlan, Jane Gao, Max Hahn-Klimroth, Joon Lee, Noëla Müller, Maurice Rolvien
2023 J jnl
Unsupervised Feature Selection to Identify Important ICD-10 Codes for Machine Learning: A Case Study on a Coronary Artery Disease Patient Cohort.
CoRR
Peyman Ghasemi, Joon Lee
2022 J jnl
Prostate Cancer Malignancy Detection and localization from mpMRI using auto-Deep Learning: One Step Closer to Clinical Utilization.
CoRR
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
2022 J jnl
Search and sequence analysis tools services from EMBL-EBI in 2022.
Nucleic Acids Res.
Fábio Madeira, Matt Pearce, Adrian R. N. Tivey, Prasad Basutkar, Joon Lee, Ossama Edbali, Nandana Madhusoodanan, Anton Kolesnikov, Rodrigo Lopez
2022 A* conf
The Sparse Parity Matrix.
SODA
Amin Coja-Oghlan, Oliver Cooley, Mihyun Kang, Joon Lee, Jean Bernoulli Ravelomanana
2021 — conf
Detecting Uncertainty of Mortality Prediction Using Confident Learning.
EMBC
Zahra Shakeri Hossein Abad, Joon Lee
2021 J jnl
Digital public health surveillance: a systematic scoping review.
npj Digit. Medicine
Zahra Shakeri Hossein Abad, Adrienne S. Kline, Madeena Sultana, Mohammad Noaeen, Elvira Nurmambetova, Filipe R. Lucini, Majed M. Al-Jefri, Joon Lee
2021 J jnl
Identifying subpopulations of septic patients: A temporal data-driven approach.
Comput. Biol. Medicine
Anis Sharafoddini, Joel A. Dubin, Joon Lee
2021 J jnl
Item response theory as a feature selection and interpretation tool in the context of machine learning.
Medical Biol. Eng. Comput.
Adrienne S. Kline, Theresa J. B. Kline, Joon Lee
2021 J jnl
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.
Filipe R. Lucini, Karla D. Krewulak, Kirsten M. Fiest, Sean M. Bagshaw, Danny J. Zuege, Joon Lee, Henry T. Stelfox
2021 J jnl
Predicting Discharge Destination of Critically Ill Patients Using Machine Learning.
IEEE J. Biomed. Health Informatics
Zahra Shakeri Hossein Abad, David M. Maslove, Joon Lee
2021 J jnl
The full rank condition for sparse random matrices.
CoRR
Amin Coja-Oghlan, Pu Gao, Max Hahn-Klimroth, Joon Lee, Noëla Müller, Maurice Rolvien
2021 J jnl
The number of satisfying assignments of random 2-SAT formulas.
Random Struct. Algorithms
Dimitris Achlioptas, Amin Coja-Oghlan, Max Hahn-Klimroth, Joon Lee, Noëla Müller, Manuel Penschuck, Guangyan Zhou
2020 — conf
Delirium prediction in the intensive care unit: a temporal approach.
EMBC
Filipe R. Lucini, Kirsten M. Fiest, Henry T. Stelfox, Joon Lee
2020 — conf
Evaluation of Machine Learning-based Patient Outcome Prediction Using Patient-specific Difficulty and Discrimination Indices.
EMBC
Zahra Shakeri Hossein Abad, Adrienne S. Kline, Joon Lee
2020 — conf
Novel Feature Selection for Artificial Intelligence Using Item Response Theory for Mortality Prediction.
EMBC
Adrienne S. Kline, Theresa J. B. Kline, Zahra Shakeri Hossein Abad, Joon Lee
2020 — conf
Predicting Acute Kidney Injury after Surgery.
EMBC
Majed M. Al-Jefri, Joon Lee, Matthew James
2020 J jnl
The random 2-SAT partition function.
CoRR
Dimitris Achlioptas, Amin Coja-Oghlan, Max Hahn-Klimroth, Joon Lee, Noëla Müller, Manuel Penschuck, Guangyan Zhou
2019 J jnl
A Deep Dive into Understanding Tumor Foci Classification using Multiparametric MRI Based on Convolutional Neural Network.
CoRR
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
2019 — conf
Rotation and scale invariant three-dimensional recognition using optical scanning holography.
ISIE
Joon Lee, Tae Woong Kim, Dong Hwan Im, Kyung Beom Kim, Seung Ram Lim, Taegeun Kim
2019 J jnl
Segmentation of the Prostatic Gland and the Intraprostatic Lesions on Multiparametic MRI Using Mask-RCNN.
CoRR
Zhenzhen Dai, Eric Nathan Carver, Chang Liu, Joon Lee, Aharon Feldman, Weiwei Zong, Milan Pantelic, Mohamed Elshaikh, Ning Wen
2019 J jnl
The EMBL-EBI search and sequence analysis tools APIs in 2019.
Nucleic Acids Res.
Fábio Madeira, Young Mi Park, Joon Lee, Nicola Buso, Tamer Gur, Nandana Madhusoodanan, Prasad Basutkar, Adrian R. N. Tivey, Simon C. Potter, Robert D. Finn, Rodrigo Lopez
2018 — conf
Automatic Brain Tumor Segmentation and Overall Survival Prediction Using Machine Learning Algorithms.
BrainLes@MICCAI (2)
Eric Nathan Carver, Chang Liu, Weiwei Zong, Zhenzhen Dai, James M. Snyder, Joon Lee, Ning Wen
2018 — conf
Finding Similar Patient Subpopulations in the ICU Using Laboratory Test Ordering Patterns.
ICBBS
Anis Sharafoddini, Joel A. Dubin, Joon Lee
2018 — conf
Mortality prediction with self normalizing neural networks in intensive care unit patients.
BHI
M. A. H. Zahid, Joon Lee
2018 — conf
Using multiple sentiment dimensions of nursing notes to predict mortality in the intensive care unit.
BHI
Nam Tran, Joon Lee
2017 J jnl
Programmatic access to bioinformatics tools from EMBL-EBI update: 2017.
Nucleic Acids Res.
Szymon Chojnacki, Andrew Peter Cowley, Joon Lee, Anna Foix, Rodrigo Lopez
2017 A* conf
Video Highlight Prediction Using Audience Chat Reactions.
EMNLP
Cheng-Yang Fu, Joon Lee, Mohit Bansal, Alexander C. Berg
2017 J jnl
Video Highlight Prediction Using Audience Chat Reactions.
CoRR
Cheng-Yang Fu, Joon Lee, Mohit Bansal, Alexander C. Berg
2016 J jnl
A web-based data visualization tool for the MIMIC-II database.
BMC Medical Informatics Decis. Mak.
Joon Lee, Evan Ribey, James R. Wallace
2016 — conf
Personalized mortality prediction for the critically ill using a patient similarity metric and bagging.
BHI
Joon Lee
2015 J jnl
Using information theory to identify redundancy in common laboratory tests in the intensive care unit.
BMC Medical Informatics Decis. Mak.
Joon Lee, David M. Maslove
2013 J jnl
Accessing the public MIMIC-II intensive care relational database for clinical research.
BMC Medical Informatics Decis. Mak.
Daniel J. Scott, Joon Lee, Ikaro Silva, Shinhyuk Park, George B. Moody, Leo A. Celi, Roger G. Mark
2012 J jnl
Collective Experience: A Database-Fuelled, Inter-Disciplinary Team-Led Learning System.
J. Comput. Sci. Eng.
Leo A. Celi, Roger G. Mark, Joon Lee, Daniel J. Scott, Trishan Panch
2012 Misc conf
Risk Stratification of ICU Patients Using Topic Models Inferred from Unstructured Progress Notes.
AMIA
Li-Wei H. Lehman, Mohammed Saeed, William J. Long, Joon Lee, Roger G. Mark
2012 J jnl
Signal Quality Estimation With Multichannel Adaptive Filtering in Intensive Care Settings.
IEEE Trans. Biomed. Eng.
Ikaro Silva, Joon Lee, Roger G. Mark
2011 — conf
An Approach to Access the Distributed Data Based on the Multi-Agent System for Interoperability.
FGIT
Youn-Gyou Kook, Joon Lee, Min-Woo Park, Jaesoo Kim, Ki-Seok Choi
2011 J jnl
Classification of healthy and abnormal swallows based on accelerometry and nasal airflow signals.
Artif. Intell. Medicine
Joon Lee, Catriona M. Steele, Tom Chau
2011 — conf
Data Quality Management Based on Data Profiling in E-Government Environments.
ACN
Youn-Gyou Kook, Joon Lee, Min-Woo Park, Ki-Seok Choi, Jaesoo Kim, Soung-Soo Shin
2011 — conf
Open-access MIMIC-II database for intensive care research.
EMBC
Joon Lee, Daniel J. Scott, Mauricio Villarroel, Gari D. Clifford, Mohammed Saeed, Roger G. Mark
2011 — conf
Photoplethysmograph quality estimation through multichannel filtering.
EMBC
Ikaro Silva, Joon Lee, Roger G. Mark
2010 J jnl
Continuous Time Bayesian Network Reasoning and Learning Engine.
J. Mach. Learn. Res.
Christian R. Shelton, Yu Fan, William Lam, Joon Lee, Jing Xu
2010 — conf
Data Aggregation Using Mobile Agent Mechanism on Distributed Sensor Networks.
SUComS
Youn-Gyou Kook, Joon Lee, Ki-Seok Choi, Jaesoo Kim, Robert Young Chul Kim
2010 — conf
Issues on Selecting National R&D Project.
SUComS
Joon Lee, Youn-Gyou Kook, Jaesoo Kim, Ki-Seok Choi
2008 — conf
Investigating Authentication Architecture Based on Mobility in Heterogeneous Network.
FGCN (2)
Anish Prasad Shrestha, Dong-You Choi, Joon Lee, Seung Jo Han, Soon-Suck Jarng
2007 J jnl
Women and games: technologies of the gendered self.
New Media Soc.
Pam Royse, Joon Lee, Baasanjav Undrahbuyan, Mark Hopson, Mia Consalvo
2006 — conf
A Radial Basis Function Classifier for Pediatric Aspiration Detection.
EMBC
Joon Lee, Stefanie Blain, Mike Casas, Dave Kenny, Glenn Berall, Tom Chau
2006 C conf
Design of User Authentication System based on WPKI.
CSCWD
Cheol-seung Lee, Hyeong-Gyun Kim, Joon Lee
2006 — conf
Design of WLAN Secure System Against Weaknesses of the IEEE 802.1x.
ICHIT
Seong-Pyo Hong, Jong-An Park, Seung Jo Han, Jae-Young Pyun, Joon Lee