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ORCIDSisi Ma
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2020 – today
- 2024
[j8]Sisi Ma
, Roshan Tourani:
Comparing Causal Bayesian Networks Estimated from Data. Entropy 26(3): 228 (2024)- [j7]Erich Kummerfeld, Leland Williams, Sisi Ma:
Power analysis for causal discovery. Int. J. Data Sci. Anal. 17(3): 289-304 (2024) - [c16]Lisiane Pruinelli, Minh Nguyen, Nicholas Stalter, Steven G. Johnson, György J. Simon, Stuart M. Speedie, Sisi Ma:
The Relationship Between Patient Perceived Pain and the Numerical Rating System: A Prospective Validation Using Electronic Health Record Data. Nursing Informatics 2024: 279-283 - 2023
- [e2]Erich Kummerfeld, Sisi Ma, Eric Rawls, Bryan Andrews:
Causal Analysis Workshop Series, CAWS 2023, Virtual Event, August 14, 2023. Proceedings of Machine Learning Research 223, PMLR 2023 [contents] - 2022
- [j6]Eric Rawls, Erich Kummerfeld, Bryon A. Mueller, Sisi Ma, Anna Zilverstand:
The resting-state causal human connectome is characterized by hub connectivity of executive and attentional networks. NeuroImage 255: 119211 (2022) - [j5]Roshan Tourani, Sisi Ma, Michael Usher, György J. Simon:
Robust Methods for Quantifying the Effect of a Continuous Exposure From Observational Data. IEEE J. Biomed. Health Informatics 26(11): 5728-5737 (2022) - [c15]Xinpeng Shen, Sisi Ma, Pedro J. Caraballo, Prashanthi Vemuri, György J. Simon:
A novel method for handling Missing Not at Random Data in the electronic health records. ICHI 2022: 21-26 - 2021
- [j4]Lisiane Pruinelli, Jiaqi Zhou, Bethany Stai, Jesse Schold, Timothy Pruett, Sisi Ma, György J. Simon:
A likelihood-based convolution approach to estimate major health events in longitudinal health records data: an external validation study. J. Am. Medical Informatics Assoc. 28(9): 1885-1891 (2021) - [c14]Erich Kummerfeld, Thomas Woolf, Will Glad, Michèle Sebag, Sisi Ma:
Important Topics in Causal Analysis: Summary of the CAWS 2021 Round Table Discussion. CAWS 2021: 52-54 - [e1]Sisi Ma, Erich Kummerfeld:
Causal Analysis Workshop Series, CAWS 2021, Minneapolis, Minnesota, USA, July 16, 2021. Proceedings of Machine Learning Research 160, PMLR 2021 [contents] - 2020
- [j3]Sisi Ma, Pamela J. Schreiner, Elizabeth R. Seaquist, Mehmet Ugurbil, Rachel Zmora, Lisa S. Chow:
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 103: 103379 (2020) - [c13]Sisi Ma, Roshan Tourani:
Predictive and Causal Implications of using Shapley Value for Model Interpretation. CD@KDD 2020: 23-38 - [i2]Sisi Ma, Roshan Tourani:
Predictive and Causal Implications of using Shapley Value for Model Interpretation. CoRR abs/2008.05052 (2020) - [i1]Xinpeng Shen, Sisi Ma, Prashanthi Vemuri, M. Regina Castro, Pedro J. Caraballo, György J. Simon:
A novel method for Causal Structure Discovery from EHR data, a demonstration on type-2 diabetes mellitus. CoRR abs/2011.05489 (2020)
2010 – 2019
- 2019
- [c12]Sisi Ma, Thomas Kirsh, Erich Kummerfeld, Melissa Fisher, Brandon Schermitzler, Sophia Vinogradov:
Constructing Instrument Mapping Using Markov Boundary Techniques: A Case Study with Two Quality of Life Instruments. BIBM 2019: 2594-2598 - [c11]Lisiane Pruinelli, Bethany Stai, Sisi Ma, Timothy Pruett, György J. Simon:
A Likelihood-based Convolution Approach to Estimate Event Occurrences in Large Longitudinal Incomplete Clinical Data. ICHI 2019: 1-8 - [c10]Lisiane Pruinelli, Bonnie L. Westra, Timothy Pruett, Karen A. Monsen, Cynthia R. Gross, David R. Radosevich, Sisi Ma, György J. Simon:
A Multi-Dimensional General Health Status Concept to Predict Liver Transplant Mortality. ICHI 2019: 1-5 - 2018
- [j2]Rui Zhang, Sisi Ma, Liesa Shanahan, Jessica Munroe, Sarah Horn, Stuart M. Speedie:
Discovering and identifying New York heart association classification from electronic health records. BMC Medical Informatics Decis. Mak. 18(S-2): 5-13 (2018) - [c9]Lisiane Pruinelli, Sisi Ma, Bonnie L. Westra, Steven G. Johnson, Susan O'Conner-Von, Stuart M. Speedie:
Multiple Factors Drive Opioid Prescribing at the Time of Discharge. AMIA 2018 - [c8]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:
Developing a Clinico-Molecular Test for Individualized Treatment of Ovarian Cancer: The interplay of Precision Medicine Informatics with Clinical and Health Economics Dimensions. AMIA 2018 - [c7]Sisi Ma, Rui Zhang, Jessica Munroe, Lindsey Shanahan, Sarah Horn, Stuart M. Speedie:
Estimating New York Heart Association Classification for Heart Failure Patients from Information in the Electronic Health Record. BIBM 2018: 1504-1507 - 2017
- [c6]Rui Zhang, Sisi Ma, Liesa Shanahan, Jessica Munroe, Sarah Horn, Stuart M. Speedie:
Automatic methods to extract New York heart association classification from clinical notes. BIBM 2017: 1296-1299 - 2016
- [c5]Sisi Ma, Isaac R. Galatzer-Levy, Xuya Wang, David Fenyö, Arieh Shalev:
A First Step towards a Clinical Decision Support System for Post-traumatic Stress Disorders. AMIA 2016 - 2015
- [j1]Alexander R. Statnikov, Sisi Ma, Mikael Henaff, Nikita I. Lytkin, Efstratios Efstathiadis, Eric R. Peskin, Constantin F. Aliferis:
Ultra-scalable and efficient methods for hybrid observational and experimental local causal pathway discovery. J. Mach. Learn. Res. 16: 3219-3267 (2015) - 2014
- [c4]Sisi Ma, David J. Barker:
Predicting Spiking Activities in DLS Neurons with Linear-Nonlinear-Poisson Model. Neural Connectomics 2014: 83-90 - 2013
- [c3]Cong Wang, Yiwen Xu, Qixun Zhang, Zhiyong Feng, Sisi Ma:
Cognitive multi-relay based on dynamic spectrum leasing. ICT 2013: 1-5 - [c2]Jianwei Liu, Qixun Zhang, Yuchi Zhang, Zhiqing Wei, Sisi Ma:
Connectivity of two nodes in cognitive radio ad hoc networks. WCNC 2013: 1186-1191 - [c1]Sisi Ma, Zhiqing Wei, Kaidong Wang, Qixun Zhang, Zhiyong Feng, Cong Wang:
Optimal power allocation for variable-hop cooperative relay in cognitive networks. WCNC 2013: 3488-3493
Coauthor Index
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last updated on 2024-10-23 20:34 CEST by the dblp team
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