TaGiTeD: Predictive task guided tensor decomposition for representation learning from electronic health records
- 2017
- AAAI 2017
Publications
This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.
11 results for Guotong Xie
Learning Doctors' Medicine Prescription Pattern for Chronic Disease Treatment by Mining Electronic Health Records: A Multi-Task Learning Approach
- 2017
- AMIA Annual Symposium
Bootstrap-based Feature Selection to Balance Model Discrimination and Predictor Significance: A Study of Stroke Prediction in Atrial Fibrillation
- 2017
- AMIA Annual Symposium
Exploring transfer learning for gastrointestinal bleeding detection on small-size imbalanced endoscopy images
- 2017
- EMBC 2017
Lung nodule malignancy prediction using multi-task convolutional neural network
- 2017
- SPIE Medical Imaging 2017
Probabilistic-mismatch anomaly detection: Do one's medications match with the diagnoses
- 2016
- ICDM 2016
Building evidence graph for clinical decision support
- 2016
- ISWC-Posters-Demos-Industry 2016
SQLgraph: An efficient relational-based property graph store
- 2015
- SIGMOD 2015
Precision health economics and outcomes research to support precision medicine: Big data meets patient heterogeneity on the road to value
- 2016
- Journal of Personalized Medicine
Identification and external validation of IgA nephropathy patients benefiting from immunosuppression therapy
- 2020
- EBioMedicine