Sisi Ma - RankMe

29 papers B 2Misc 3Journal 11Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Transforming liver transplant allocation with artificial intelligence and machine learning: a systematic review. BMC Medical Informatics Decis. Mak. Lisiane Pruinelli, Kiruthika Balakrishnan, Sisi Ma, Zhigang Li, Anji Wall, Jennifer C. Lai, Jesse Schold, Timothy Pruett, György J. Simon
2024	J	`jnl`	Comparing Causal Bayesian Networks Estimated from Data. Entropy Sisi Ma, Roshan Tourani
2024	J	`jnl`	Power analysis for causal discovery. Int. J. Data Sci. Anal. Erich Kummerfeld, Leland Williams, Sisi Ma
2024	—	`conf`	The Relationship Between Patient Perceived Pain and the Numerical Rating System: A Prospective Validation Using Electronic Health Record Data. Nursing Informatics Lisiane Pruinelli, Minh Nguyen, Nicholas Stalter, Steven G. Johnson, György J. Simon, Stuart M. Speedie, Sisi Ma
2023	—	`ed.`	Causal Analysis Workshop Series, CAWS 2023, Virtual Event, August 14, 2023. CAWS Erich Kummerfeld, Sisi Ma, Eric Rawls, Bryan Andrews
2022	—	`conf`	A novel method for handling Missing Not at Random Data in the electronic health records. ICHI Xinpeng Shen, Sisi Ma, Pedro J. Caraballo, Prashanthi Vemuri, György J. Simon
2022	J	`jnl`	Robust Methods for Quantifying the Effect of a Continuous Exposure From Observational Data. IEEE J. Biomed. Health Informatics Roshan Tourani, Sisi Ma, Michael Usher, György J. Simon
2022	J	`jnl`	The resting-state causal human connectome is characterized by hub connectivity of executive and attentional networks. NeuroImage Eric Rawls, Erich Kummerfeld, Bryon A. Mueller, Sisi Ma, Anna Zilverstand
2021	J	`jnl`	A likelihood-based convolution approach to estimate major health events in longitudinal health records data: an external validation study. J. Am. Medical Informatics Assoc. Lisiane Pruinelli, Jiaqi Zhou, Bethany Stai, Jesse Schold, Timothy Pruett, Sisi Ma, György J. Simon
2021	—	`ed.`	Causal Analysis Workshop Series, CAWS 2021, Minneapolis, Minnesota, USA, July 16, 2021. CAWS Sisi Ma, Erich Kummerfeld
2021	—	`conf`	Important Topics in Causal Analysis: Summary of the CAWS 2021 Round Table Discussion. CAWS Erich Kummerfeld, Thomas Woolf, Will Glad, Michèle Sebag, Sisi Ma
2020	J	`jnl`	A novel method for Causal Structure Discovery from EHR data, a demonstration on type-2 diabetes mellitus. CoRR Xinpeng Shen, Sisi Ma, Prashanthi Vemuri, M. Regina Castro, Pedro J. Caraballo, György J. Simon
2020	J	`jnl`	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 Sisi Ma, Pamela J. Schreiner, Elizabeth R. Seaquist, Mehmet Ugurbil, Rachel Zmora, Lisa S. Chow
2020	—	`conf`	Predictive and Causal Implications of using Shapley Value for Model Interpretation. CD@KDD Sisi Ma, Roshan Tourani
2020	J	`jnl`	Predictive and Causal Implications of using Shapley Value for Model Interpretation. CoRR Sisi Ma, Roshan Tourani
2019	—	`conf`	A Likelihood-based Convolution Approach to Estimate Event Occurrences in Large Longitudinal Incomplete Clinical Data. ICHI Lisiane Pruinelli, Bethany Stai, Sisi Ma, Timothy Pruett, György J. Simon
2019	—	`conf`	A Multi-Dimensional General Health Status Concept to Predict Liver Transplant Mortality. ICHI Lisiane Pruinelli, Bonnie L. Westra, Timothy Pruett, Karen A. Monsen, Cynthia R. Gross, David R. Radosevich, Sisi Ma, György J. Simon
2019	—	`conf`	Constructing Instrument Mapping Using Markov Boundary Techniques: A Case Study with Two Quality of Life Instruments. BIBM Sisi Ma, Thomas Kirsh, Erich Kummerfeld, Melissa Fisher, Brandon Schermitzler, Sophia Vinogradov
2018	Misc	`conf`	Developing a Clinico-Molecular Test for Individualized Treatment of Ovarian Cancer: The interplay of Precision Medicine Informatics with Clinical and Health Economics Dimensions. AMIA 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
2018	J	`jnl`	Discovering and identifying New York heart association classification from electronic health records. BMC Medical Informatics Decis. Mak. Rui Zhang, Sisi Ma, Liesa Shanahan, Jessica Munroe, Sarah Horn, Stuart M. Speedie
2018	—	`conf`	Estimating New York Heart Association Classification for Heart Failure Patients from Information in the Electronic Health Record. BIBM Sisi Ma, Rui Zhang, Jessica Munroe, Lindsey Shanahan, Sarah Horn, Stuart M. Speedie
2018	Misc	`conf`	Multiple Factors Drive Opioid Prescribing at the Time of Discharge. AMIA Lisiane Pruinelli, Sisi Ma, Bonnie L. Westra, Steven G. Johnson, Susan O'Conner-Von, Stuart M. Speedie
2017	—	`conf`	Automatic methods to extract New York heart association classification from clinical notes. BIBM Rui Zhang, Sisi Ma, Liesa Shanahan, Jessica Munroe, Sarah Horn, Stuart M. Speedie
2016	Misc	`conf`	A First Step towards a Clinical Decision Support System for Post-traumatic Stress Disorders. AMIA Sisi Ma, Isaac R. Galatzer-Levy, Xuya Wang, David Fenyö, Arieh Shalev
2015	J	`jnl`	Ultra-scalable and efficient methods for hybrid observational and experimental local causal pathway discovery. J. Mach. Learn. Res. Alexander R. Statnikov, Sisi Ma, Mikael Henaff, Nikita I. Lytkin, Efstratios Efstathiadis, Eric R. Peskin, Constantin F. Aliferis
2014	—	`conf`	Predicting Spiking Activities in DLS Neurons with Linear-Nonlinear-Poisson Model. Neural Connectomics Sisi Ma, David J. Barker
2013	—	`conf`	Cognitive multi-relay based on dynamic spectrum leasing. ICT Cong Wang, Yiwen Xu, Qixun Zhang, Zhiyong Feng, Sisi Ma
2013	B	`conf`	Connectivity of two nodes in cognitive radio ad hoc networks. WCNC Jianwei Liu, Qixun Zhang, Yuchi Zhang, Zhiqing Wei, Sisi Ma
2013	B	`conf`	Optimal power allocation for variable-hop cooperative relay in cognitive networks. WCNC Sisi Ma, Zhiqing Wei, Kaidong Wang, Qixun Zhang, Zhiyong Feng, Cong Wang