Mime: Multilevel medical embedding of electronic health records for predictive healthcare
- Edward Choi
- Cao Xiao
- et al.
- 2018
- NeurIPS 2018
Conference paper
Publications
80 results for Jimeng Sun
Opportunities and challenges in developing deep learning models using electronic health records data: A systematic review
- Cao Xiao
- Edward Choi
- et al.
- 2018
- JAMIA
ReviewModel-Driven Sparse CP Decomposition for Higher-Order Tensors
- Jiajia Li
- Jee Choi
- et al.
- 2017
- IPDPS 2017
Conference paperPolyadic regression and its application to chemogenomics
- Ioakeim Perros
- Fei Wang
- et al.
- 2017
- SDM 2017
Conference paperThe troll-trust model for ranking in signed networks
- Zhaoming Wu
- Charu Aggarwal
- et al.
- 2016
- WSDM 2016
Conference paperAutomatic identification of heart failure diagnostic criteria, using text analysis of clinical notes from electronic health records
- Roy J. Byrd
- Steven R. Steinhubl
- et al.
- 2014
- Int. J. Med. Informatics
PaperSurvey on distance metric learning and dimensionality reduction in data mining
- Fei Wang
- Jimeng Sun
- 2014
- Data Mining and Knowledge Discovery
PaperPredicting changes in hypertension control using electronic health records from a chronic disease management program
- Jimeng Sun
- Candace D. Mcnaughton
- et al.
- 2014
- JAMIA
PaperPARAMO: A PARAllel predictive MOdeling platform for healthcare analytic research using electronic health records
- Kenney Ng
- Amol Ghoting
- et al.
- 2014
- Journal of Biomedical Informatics
PaperPrevalence of heart failure signs and symptoms in a large primary care population identified through the use of text and data mining of the electronic health record
- Rajakrishnan Vijayakrishnan
- Steven R. Steinhubl
- et al.
- 2014
- Journal of Cardiac Failure
Paper