Personalized Input-Output Hidden Markov Models for Disease Progression Modeling
- Kristen A. Severson
- Lana M. Chahine
- et al.
- 2020
- MLHC 2020
Publications
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70 results for Kenney Ng
Generative oversampling with a contrastive variational autoencoder
- Wangzhi Dai
- Kenney Ng
- et al.
- 2019
- ICDM 2019
Perdrep: Personalized drug effectiveness prediction from longitudinal observational data
- Sanjoy Dey
- Daby Sow
- et al.
- 2019
- KDD 2019
Interacting with predictions: Visual inspection of black-box machine learning models
- Josua Krause
- Adam Perer
- et al.
- 2016
- CHI 2016
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
Towards cognitive automation of data science
- Alain Biem
- Maria A. Butrico
- et al.
- 2015
- AAAI/IAAI 2015
Race versus Genetics in clinical decision-making: a perspective from cardiovascular disease
- Dan Platt
- Aritra Bose
- et al.
- 2022
- ISMB 2022
Modeling Disease Progression Trajectories from Longitudinal Observational Data
- Bum Chul Kwon
- Peter Achenbach
- et al.
- 2020
- AMIA Annual Symposium 2020
Predicting Type 1 Diabetes Onset using Novel Survival Analysis with Biomarker Ontology
- Ying Li
- Bin Liu
- et al.
- 2020
- AMIA Annual Symposium 2020
DPM360: New Additions to Advanced Disease Progression Modeling
- Akira Koseki
- Italo Buleje
- et al.
- 2022
- OHDSI Collaborator Showcase 2022