EXITs: An Ensemble Approach for Imputing Missing EHR Data
- James Codella
- Hillol Sarker
- et al.
- 2019
- ICHI 2019
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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Predicting and understanding unexpected respiratory decompensation in critical care using sparse and heterogeneous clinical data
- Oliver Ren
- Alistair E. W. Johnson
- et al.
- 2018
- ICHI 2018
State-driven dynamic sensor selection and prediction with state-stacked sparseness
- Guo-Jun Qi
- Charu Aggarwal
- et al.
- 2015
- KDD 2015
Planning-based reasoning for automated large-scale data analysis
- Anton Riabov
- Shirin Sohrabi
- et al.
- 2015
- ICAPS 2015
Towards cognitive automation of data science
- Alain Biem
- Maria A. Butrico
- et al.
- 2015
- AAAI/IAAI 2015
Large scale discriminative metric learning
- Peter D. Kirchner
- Matthias Boehm
- et al.
- 2014
- IPDPSW 2014
A system for mining temporal physiological data streams for advanced prognostic decision support
- Jimeng Sun
- Daby Sow
- et al.
- 2010
- ICDM 2010
On the integration of an artifact system and a real-time healthcare analytics system
- Marion Blount
- Carolyn McGregor
- et al.
- 2010
- IHI 2010
Real-time prognosis of ICU physiological data streams
- Daby Sow
- Alain Biem
- et al.
- 2010
- EMBC 2010
Localized supervised metric learning on temporal physiological data
- Jimeng Sun
- Daby Sow
- et al.
- 2010
- ICPR 2010