Cognitive multi-relay based on dynamic spectrum leasing. - Cong Wang; Yiwen Xu; Qixun Zhang; Zhiyong Feng 001; Sisi Ma (ICT, 2013)

Connectivity of two nodes in cognitive radio ad hoc networks. - Jianwei Liu; Qixun Zhang; Yuchi Zhang; Zhiqing Wei; Sisi Ma (WCNC, 2013)

Optimal power allocation for variable-hop cooperative relay in cognitive networks. - Sisi Ma; Zhiqing Wei; Kaidong Wang; Qixun Zhang; Zhiyong Feng 001; Cong Wang (WCNC, 2013)

Predicting Spiking Activities in DLS Neurons with Linear-Nonlinear-Poisson Model. - Sisi Ma; David J. Barker (Neural Connectomics, 2014)

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)

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 (AMIA, 2016)

Automatic methods to extract New York heart association classification from clinical notes. - Rui Zhang 028; Sisi Ma; Liesa Shanahan; Jessica Munroe; Sarah Horn; Stuart M. Speedie (BIBM, 2017)

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 (AMIA, 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; et al. (AMIA, 2018)

Estimating New York Heart Association Classification for Heart Failure Patients from Information in the Electronic Health Record. - Sisi Ma; Rui Zhang 028; Jessica Munroe; Lindsey Shanahan; Sarah Horn; Stuart M. Speedie (BIBM, 2018)

Discovering and identifying New York heart association classification from electronic health records. - Rui Zhang 028; Sisi Ma; Liesa Shanahan; Jessica Munroe; Sarah Horn; Stuart M. Speedie (BMC Medical Informatics Decis. Mak., 2018)

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 (BIBM, 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 (ICHI, 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 (ICHI, 2019)

Predictive and Causal Implications of using Shapley Value for Model Interpretation. - Sisi Ma; Roshan Tourani (CD@KDD, 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)

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)

Important Topics in Causal Analysis: Summary of the CAWS 2021 Round Table Discussion. - Erich Kummerfeld; Thomas Woolf; Will Glad; Michèle Sebag; Sisi Ma (CAWS, 2021)

A likelihood-based convolution approach to estimate major health events in longitudinal health records data: an external validation study. - Lisiane Pruinelli; Jiaqi Zhou 007; Bethany Stai; Jesse Schold; Timothy Pruett; Sisi Ma; György J. Simon (J. Am. Medical Informatics Assoc., 2021)

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 (ICHI, 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)

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 Relationship Between Patient Perceived Pain and the Numerical Rating System: A Prospective Validation Using Electronic Health Record Data. - Lisiane Pruinelli; Minh Nguyen; Nicholas Stalter; Steven G. Johnson; György J. Simon; Stuart M. Speedie; Sisi Ma (Nursing Informatics, 2024)

Comparing Causal Bayesian Networks Estimated from Data. - Sisi Ma; Roshan Tourani (Entropy, 2024)

Power analysis for causal discovery. - Erich Kummerfeld; Leland Williams; Sisi Ma (Int. J. Data Sci. Anal., 2024)

Transforming liver transplant allocation with artificial intelligence and machine learning: a systematic review. - Lisiane Pruinelli; Kiruthika Balakrishnan; Sisi Ma; Zhigang Li; Anji Wall; Jennifer C. Lai; Jesse Schold; Timothy Pruett; György J. Simon (BMC Medical Informatics Decis. Mak., 2025)