Publications

75 results for Kenney Ng

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
Paper
Perdrep: Personalized drug effectiveness prediction from longitudinal observational data
- - Sanjoy Dey
  - Daby Sow
  - et al.
- 2019
- KDD 2019
Conference paper
Unsupervised learning with contrastive latent variable models
- - Kristen A. Severson
  - Soumya Ghosh
  - et al.
- 2019
- AAAI 2019
Conference paper
Analysis of factors associated with extended recovery time after colonoscopy
- - Patrick C. Eschenfeldt
  - Uri Kartoun
  - et al.
- 2018
- PLoS ONE
Paper
Early prediction of diabetes complications from electronic health records: A multi-task survival analysis approach
- - Bin Liu
  - Ying Li
  - et al.
- 2018
- AAAI 2018
Conference paper
Curating and integrating user-generated health data from multiple sources to support healthcare analytics
- - C. Kakkanatt
  - M. Benigno
  - et al.
- 2018
- IBM J. Res. Dev
Paper
Clustervision: Visual Supervision of Unsupervised Clustering
- - Bum Chul Kwon
  - Ben Eysenbach
  - et al.
- 2018
- IEEE TVCG
Paper
The MELD-Plus: A generalizable prediction risk score in cirrhosis
- - Uri Kartoun
  - Kathleen E. Corey
  - et al.
- 2017
- PLoS ONE
Paper
Early Detection of Heart Failure Using Electronic Health Records: Practical Implications for Time before Diagnosis, Data Diversity, Data Quantity, and Data Density
- - Kenney Ng
  - Steven R. Steinhubl
  - et al.
- 2016
- Circ. Cardiovasc. Qual. Outcomes
Paper
Interacting with predictions: Visual inspection of black-box machine learning models
- - Josua Krause
  - Adam Perer
  - et al.
- 2016
- CHI 2016
Conference paper