Sisi Ma
Orcid: 0000-0003-2956-6844
According to our database1,
Sisi Ma
authored at least 25 papers
between 2013 and 2024.
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Book In proceedings Article PhD thesis Dataset OtherLinks
On csauthors.net:
Bibliography
2024
The Relationship Between Patient Perceived Pain and the Numerical Rating System: A Prospective Validation Using Electronic Health Record Data.
Proceedings of the Innovation in Applied Nursing Informatics, 2024
2022
Robust Methods for Quantifying the Effect of a Continuous Exposure From Observational Data.
IEEE J. Biomed. Health Informatics, 2022
The resting-state causal human connectome is characterized by hub connectivity of executive and attentional networks.
NeuroImage, 2022
A novel method for handling Missing Not at Random Data in the electronic health records.
Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022
2021
A likelihood-based convolution approach to estimate major health events in longitudinal health records data: an external validation study.
J. Am. Medical Informatics Assoc., 2021
Important Topics in Causal Analysis: Summary of the CAWS 2021 Round Table Discussion.
Proceedings of the Causal Analysis Workshop Series, 2021
2020
Multiple predictively equivalent risk models for handling missing data at time of prediction: With an application in severe hypoglycemia risk prediction for type 2 diabetes.
J. Biomed. Informatics, 2020
A novel method for Causal Structure Discovery from EHR data, a demonstration on type-2 diabetes mellitus.
CoRR, 2020
Proceedings of the 2020 KDD Workshop on Causal Discovery (CD@KDD 2020), 2020
2019
A Multi-Dimensional General Health Status Concept to Predict Liver Transplant Mortality.
Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019
A Likelihood-based Convolution Approach to Estimate Event Occurrences in Large Longitudinal Incomplete Clinical Data.
Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019
Constructing Instrument Mapping Using Markov Boundary Techniques: A Case Study with Two Quality of Life Instruments.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
2018
Discovering and identifying New York heart association classification from electronic health records.
BMC Medical Informatics Decis. Mak., 2018
Estimating New York Heart Association Classification for Heart Failure Patients from Information in the Electronic Health Record.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
Developing a Clinico-Molecular Test for Individualized Treatment of Ovarian Cancer: The interplay of Precision Medicine Informatics with Clinical and Health Economics Dimensions.
Proceedings of the AMIA 2018, 2018
Proceedings of the AMIA 2018, 2018
2017
Automatic methods to extract New York heart association classification from clinical notes.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017
2016
A First Step towards a Clinical Decision Support System for Post-traumatic Stress Disorders.
Proceedings of the AMIA 2016, 2016
2015
Ultra-scalable and efficient methods for hybrid observational and experimental local causal pathway discovery.
J. Mach. Learn. Res., 2015
2014
Proceedings of the Neural Connectomics Workshop at ECML 2014, 2014
2013
Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013
Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013
Proceedings of the 20st International Conference on Telecommunications, 2013