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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13 results for Zhaonan Sun

Early prediction of diabetes complications from electronic health records: A multi-task survival analysis approach
- - Bin Liu
  - Ying Li
  - et al.
- 2018
- AAAI 2018
Complication Risk Profiling in Diabetes Care: A Bayesian Multi-Task and Feature Relationship Learning Approach
- - Bin Liu
  - Ying Li
  - et al.
- 2020
- IEEE TKDE
Deep Staging: An Interpretable Deep Learning Framework for Disease Staging
- - Liuyi Yao
  - Zijun Yao
  - et al.
- 2021
- ICHI 2021
Boosting deep learning risk prediction with generative adversarial networks for electronic health records
- - Zhengping Che
  - Yu Cheng
  - et al.
- 2017
- ICDM 2017
Deep State Space Models for Computational Phenotyping
- - Soumya Ghosh
  - Yu Cheng
  - et al.
- 2016
- ICHI 2016
LINKAGE: An approach for comprehensive risk prediction for care management
- - Zhaonan Sun
  - Fei Wang
  - et al.
- 2015
- KDD 2015
A Machine-Learning Derived Huntington's Disease Progression Model: Insights for Clinical Trial Design
- - Amrita Mohan
  - Zhaonan Sun
  - et al.
- 2021
- Movement Disorders
DPVis: Visual Analytics with Hidden Markov Models for Disease Progression Pathways
- - Bum Chul Kwon
  - Vibha Anand
  - et al.
- 2021
- IEEE TVCG
A probabilistic disease progression modeling approach and its application to integrated Huntington's disease observational data
- - Zhaonan Sun
  - Soumya Ghosh
  - et al.
- 2019
- JAMIA Open
From good to great: nonlinear improvement of healthcare service
- - Sandra Liu
  - Jie Chen
  - et al.
- 2018
- IJPHM