Early detection of heart failure with varying prediction windows by structured and unstructured data in electronic health records
- Yajuan Wang
- Kenney Ng
- et al.
- 2015
- EMBC 2015
Conference paper
Publications
36 results for Shahram Ebadollahi
Data-driven approach for assessing utility of medical tests using electronic medical records
- Stein Olav Skrovseth
- Knut Magne Augestad
- et al.
- 2015
- Journal of Biomedical Informatics
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
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
PaperA framework for mining signatures from event sequences and its applications in healthcare data
- Fei Wang
- Noah Lee
- et al.
- 2013
- IEEE TPAMI
PaperTowards heterogeneous temporal clinical event pattern discovery: A convolutional approach
- Fei Wang
- Noah Lee
- et al.
- 2012
- KDD 2012
Conference paperSOR: Scalable orthogonal regression for non-redundant feature selection and its healthcare applications
- Dijun Luo
- Fei Wang
- et al.
- 2012
- SDM 2012
Conference paperComposite distance metric integration by leveraging multiple experts' inputs and its application in patient similarity assessment
- Fei Wang
- Jimeng Sun
- et al.
- 2012
- Statistical Analysis and Data Mining
PaperMining electronic medical records to explore the linkage between healthcare resource utilization and disease severity in diabetic patients
- Noah Lee
- Andrew F. Laine
- et al.
- 2011
- ICHI 2011
Conference paperAutomatic group sparse coding
- Fei Wang
- Noah Lee
- et al.
- 2011
- AAAI/IAAI 2011
Conference paper