Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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80 results for Jimeng Sun

Recurrent neural networks for early detection of heart failure from longitudinal electronic health record data: Implications for temporal modeling with respect to time before diagnosis, data density, data quantity, and data type
- - Robert Chen
  - Walter F. Stewart
  - et al.
- 2019
- Circ. Cardiovasc. Qual. Outcomes
RetainVis: Visual Analytics with Interpretable and Interactive Recurrent Neural Networks on Electronic Medical Records
- - Bum Chul Kwon
  - Min Je Choi
  - et al.
- 2019
- IEEE TVCG
Automatic 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
Survey on distance metric learning and dimensionality reduction in data mining
- - Fei Wang
  - Jimeng Sun
- 2014
- Data Mining and Knowledge Discovery
Toward smarter healthcare: Anonymizing medical data to support research studies
- - Aris Gkoulalas-Divanis
  - Grigorios Loukides
  - et al.
- 2014
- IBM J. Res. Dev
Publishing data from electronic health records while preserving privacy: A survey of algorithms
- - Aris Gkoulalas-Divanis
  - Grigorios Loukides
  - et al.
- 2014
- Journal of Biomedical Informatics
PARAMO: A PARAllel predictive MOdeling platform for healthcare analytic research using electronic health records
- - Kenney Ng
  - Amol Ghoting
  - et al.
- 2014
- Journal of Biomedical Informatics
Prevalence 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
A framework for mining signatures from event sequences and its applications in healthcare data
- - Fei Wang
  - Noah Lee
  - et al.
- 2013
- IEEE TPAMI
Quantitative study of individual emotional states in social networks
- - Jie Tang
  - Yuan Zhang
  - et al.
- 2012
- IEEE Transactions on Affective Computing