Yuan Luo
Yuan Luo
Chief AI Officer, Northwestern University Clinical and Translational Sciences Institute
Підтверджена електронна адреса в northwestern.edu - Домашня сторінка
Назва
Посилання
Посилання
Рік
Evaluating the state-of-the-art in automatic de-identification
Ö Uzuner, Y Luo, P Szolovits
Journal of the American Medical Informatics Association 14 (5), 550-563, 2007
4072007
Identifying patient smoking status from medical discharge records
Ö Uzuner, I Goldstein, Y Luo, I Kohane
Journal of the American Medical Informatics Association 15 (1), 14-24, 2008
3372008
Graph convolutional networks for text classification
L Yao, C Mao, Y Luo
Proceedings of the AAAI Conference on Artificial Intelligence 33, 7370-7377, 2019
1642019
A de-identifier for medical discharge summaries
Ö Uzuner, TC Sibanda, Y Luo, P Szolovits
Artificial intelligence in medicine 42 (1), 13-35, 2008
1062008
Recurrent neural networks for classifying relations in clinical notes
Y Luo
Journal of biomedical informatics 72, 85-95, 2017
702017
Bridging semantics and syntax with graph algorithms—state-of-the-art of extracting biomedical relations
Y Luo, Ö Uzuner, P Szolovits
Briefings in bioinformatics 18 (1), 160-178, 2017
552017
Using machine learning to predict laboratory test results
Y Luo, P Szolovits, AS Dighe, JM Baron
American journal of clinical pathology 145 (6), 778-788, 2016
522016
Natural Language Processing for EHR-Based Pharmacovigilance: A Structured Review
Y Luo, WK Thompson, TM Herr, Z Zeng, MA Berendsen, ...
Drug Safety, 2017
502017
Automatic lymphoma classification with sentence subgraph mining from pathology reports
Y Luo, AR Sohani, EP Hochberg, P Szolovits
Journal of the American Medical Informatics Association 21 (5), 824-832, 2014
502014
Big data and data science in critical care
LN Sanchez-Pinto, Y Luo, MM Churpek
Chest 154 (5), 1239-1248, 2018
482018
Predicting ICU mortality risk by grouping temporal trends from a multivariate panel of physiologic measurements
Y Luo, Y Xin, R Joshi, L Celi, P Szolovits
Thirtieth AAAI Conference on Artificial Intelligence, 2016
482016
Subgraph Augmented Non-Negative Tensor Factorization (SANTF) for Modeling Clinical Narrative Text
Y Luo, Y Xin, E Hochberg, R Joshi, O Uzuner, P Szolovits
Journal of the American Medical Informatics Association, 10.1093/jamia/ocv016, 2015
442015
Segment convolutional neural networks (Seg-CNNs) for classifying relations in clinical notes
Y Luo, Y Cheng, Ö Uzuner, P Szolovits, J Starren
Journal of the American Medical Informatics Association, doi: 10.1093/jamia …, 2017
422017
3D-MICE: integration of cross-sectional and longitudinal imputation for multi-analyte longitudinal clinical data
Y Luo, P Szolovits, AS Dighe, JM Baron
Journal of the American Medical Informatics Association 25 (6), 645-653, 2018
392018
Tensor factorization toward precision medicine
Y Luo, F Wang, P Szolovits
Briefings in bioinformatics 18 (3), 511-514, 2017
332017
Clinical text classification with rule-based features and knowledge-guided convolutional neural networks
L Yao, C Mao, Y Luo
BMC medical informatics and decision making 19 (3), 71, 2019
242019
Natural Language Processing for EHR-Based Computational Phenotyping
Z Zeng, Y Deng, X Li, T Naumann, Y Luo
IEEE/ACM transactions on computational biology and bioinformatics, 10.1109 …, 2018
242018
Text mining in cancer gene and pathway prioritization
Y Luo, G Riedlinger, P Szolovits
Cancer informatics 13, CIN. S13874, 2014
232014
Classifying relations in clinical narratives using segment graph convolutional and recurrent neural networks (Seg-GCRNs)
Y Li, R Jin, Y Luo
Journal of the American Medical Informatics Association 26 (3), 262-268, 2019
212019
Tensor factorization for precision medicine in heart failure with preserved ejection fraction
Y Luo, FS Ahmad, SJ Shah
Journal of cardiovascular translational research 10 (3), 305-312, 2017
182017
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