Sisi Ma

According to our database, Sisi Ma authored at least 23 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Power analysis for causal discovery.

Erich Kummerfeld, Leland Williams, Sisi Ma

Int. J. Data Sci. Anal., April, 2024

2022

Robust Methods for Quantifying the Effect of a Continuous Exposure From Observational Data.

Roshan Tourani, Sisi Ma, Michael Usher, György J. Simon

IEEE J. Biomed. Health Informatics, 2022

The resting-state causal human connectome is characterized by hub connectivity of executive and attentional networks.

Eric Rawls, Erich Kummerfeld, Bryon A. Mueller, Sisi Ma, Anna Zilverstand

NeuroImage, 2022

A novel method for handling Missing Not at Random Data in the electronic health records.

Xinpeng Shen, Sisi Ma, Pedro J. Caraballo, Prashanthi Vemuri, György J. Simon

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.

Lisiane Pruinelli, Jiaqi Zhou, Bethany Stai, Jesse Schold, Timothy Pruett, Sisi Ma, György J. Simon

J. Am. Medical Informatics Assoc., 2021

Important Topics in Causal Analysis: Summary of the CAWS 2021 Round Table Discussion.

Erich Kummerfeld, Thomas Woolf, Will Glad, Michèle Sebag, Sisi Ma

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.

Sisi Ma, Pamela J. Schreiner, Elizabeth R. Seaquist, Mehmet Ugurbil, Rachel Zmora, Lisa S. Chow

J. Biomed. Informatics, 2020

A novel method for Causal Structure Discovery from EHR data, a demonstration on type-2 diabetes mellitus.

Xinpeng Shen, Sisi Ma, Prashanthi Vemuri, M. Regina Castro, Pedro J. Caraballo, György J. Simon

CoRR, 2020

Predictive and Causal Implications of using Shapley Value for Model Interpretation.

Sisi Ma, Roshan Tourani

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.

Lisiane Pruinelli, Bonnie L. Westra, Timothy Pruett, Karen A. Monsen, Cynthia R. Gross, David R. Radosevich, Sisi Ma, György J. Simon

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.

Lisiane Pruinelli, Bethany Stai, Sisi Ma, Timothy Pruett, György J. Simon

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.

Sisi Ma, Thomas Kirsh, Erich Kummerfeld, Melissa Fisher, Brandon Schermitzler, Sophia Vinogradov

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.

Rui Zhang, Sisi Ma, Liesa Shanahan, Jessica Munroe, Sarah Horn, Stuart M. Speedie

BMC Medical Informatics Decis. Mak., 2018

Estimating New York Heart Association Classification for Heart Failure Patients from Information in the Electronic Health Record.

Sisi Ma, Rui Zhang, Jessica Munroe, Lindsey Shanahan, Sarah Horn, Stuart M. Speedie

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.

Boris Winterhoff, Stefan Kommoss, Florian Heitz, Gottfried Konecny, Sean Dowdy, Sally Mullany, Tjoung-won Simon, Klaus Baumann, Felix Hilpert, Sara Brucker, Andreas du Bios, Willibald Schröde, Alexander Burges, Steven Shen, Jinhua Wang, Roshan Tourani, Sisi Ma, Jacobus Pfisterer, Constantin F. Aliferis

Proceedings of the AMIA 2018, 2018

Multiple Factors Drive Opioid Prescribing at the Time of Discharge.

Lisiane Pruinelli, Sisi Ma, Bonnie L. Westra, Steven G. Johnson, Susan O'Conner-Von, Stuart M. Speedie

Proceedings of the AMIA 2018, 2018

2017

Automatic methods to extract New York heart association classification from clinical notes.

Rui Zhang, Sisi Ma, Liesa Shanahan, Jessica Munroe, Sarah Horn, Stuart M. Speedie

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.

Sisi Ma, Isaac R. Galatzer-Levy, Xuya Wang, David Fenyö, Arieh Shalev

Proceedings of the AMIA 2016, 2016

2015

Ultra-scalable and efficient methods for hybrid observational and experimental local causal pathway discovery.

Alexander R. Statnikov, Sisi Ma, Mikael Henaff, Nikita I. Lytkin, Efstratios Efstathiadis, Eric R. Peskin, Constantin F. Aliferis

J. Mach. Learn. Res., 2015

2014

Predicting Spiking Activities in DLS Neurons with Linear-Nonlinear-Poisson Model.

Sisi Ma, David J. Barker

Proceedings of the Neural Connectomics Workshop at ECML 2014, 2014

2013

Optimal power allocation for variable-hop cooperative relay in cognitive networks.

Sisi Ma, Zhiqing Wei, Kaidong Wang, Qixun Zhang, Zhiyong Feng, Cong Wang

Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013

Connectivity of two nodes in cognitive radio ad hoc networks.

Jianwei Liu, Qixun Zhang, Yuchi Zhang, Zhiqing Wei, Sisi Ma

Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013

Cognitive multi-relay based on dynamic spectrum leasing.

Cong Wang, Yiwen Xu, Qixun Zhang, Zhiyong Feng, Sisi Ma

Proceedings of the 20st International Conference on Telecommunications, 2013