Haifeng Liu
Affiliations:- IBM Research, Information and Knowledge Department, ZGC Software Park, Beijing, China
According to our database1,
Haifeng Liu
authored at least 31 papers
between 2009 and 2018.
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Bibliography
2018
Deep Diabetologist: Learning to Prescribe Hyperglycemia Medications with Hierarchical Recurrent Neural Networks.
CoRR, 2018
2017
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017
Applying Risk Models on Patients with Unknown Predictor Values: An Incremental Learning Approach.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017
Deep Diabetologist: Learning to Prescribe Hypoglycemic Medications with Recurrent Neural Networks.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017
Precision Cohort Finding with Outcome-Driven Similarity Analytics: A Case Study of Patients with Atrial Fibrillation.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017
Using Machine Learning Models to Predict In-Hospital Mortality for ST-Elevation Myocardial Infarction Patients.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017
Group-Based Trajectory Analysis for Long-Term Use of Warfarin Therapy in Atrial Fibrillation Patients.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017
Integrating Temporal Pattern Mining in Ischemic Stroke Prediction and Treatment Pathway Discovery for Atrial Fibrillation.
Proceedings of the Summit on Clinical Research Informatics, 2017
Bootstrap-based Feature Selection to Balance Model Discrimination and Predictor Significance: A Study of Stroke Prediction in Atrial Fibrillation.
Proceedings of the AMIA 2017, 2017
TaGiTeD: Predictive Task Guided Tensor Decomposition for Representation Learning from Electronic Health Records.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
Proceedings of the ISWC 2016 Posters & Demonstrations Track co-located with 15th International Semantic Web Conference (ISWC 2016), 2016
Using Frequent Item Set Mining and Feature Selection Methods to Identify Interacted Risk Factors - The Atrial Fibrillation Case Study.
Proceedings of the Exploring Complexity in Health: An Interdisciplinary Systems Approach - Proceedings of MIE2016 at HEC2016, Munich, Germany, 28 August, 2016
Probabilistic-Mismatch Anomaly Detection: Do One's Medications Match with the Diagnoses.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016
Integrated Machine Learning Approaches for Predicting Ischemic Stroke and Thromboembolism in Atrial Fibrillation.
Proceedings of the AMIA 2016, 2016
2015
Proceedings of the Digital Healthcare Empowering Europeans, 2015
Proceedings of the Digital Healthcare Empowering Europeans, 2015
Proceedings of the Digital Healthcare Empowering Europeans, 2015
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015
Proceedings of the Business Process Management - 13th International Conference, 2015
2014
Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014
Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014
Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014
Towards Pathway Variation Identification: Aligning Patient Records with a Care Pathway.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014
2013
Proceedings of the MEDINFO 2013, 2013
A Framework for Evaluating Sequential Clinical Interventions with Disease Progression.
Proceedings of the MEDINFO 2013, 2013
An Efficacy Driven Approach for Medication Recommendation in Type 2 Diabetes Treatment Using Data Mining Techniques.
Proceedings of the MEDINFO 2013, 2013
2011
Proceedings of the User Centered Networked Health Care - Proceedings of MIE 2011, 2011
2009
Proceedings of the Proceeding of the ACM First International Workshop on Complex Networks Meet Information & Knowledge Management, 2009
Proceedings of the AMIA 2009, 2009