![](https://dblp1.uni-trier.de/img/logo.ua.320x120.png)
![](https://dblp1.uni-trier.de/img/dropdown.dark.16x16.png)
![](https://dblp1.uni-trier.de/img/peace.dark.16x16.png)
Остановите войну!
for scientists:
![search dblp search dblp](https://dblp1.uni-trier.de/img/search.dark.16x16.png)
![search dblp](https://dblp1.uni-trier.de/img/search.dark.16x16.png)
default search action
Sisi Ma
Person information
Refine list
![note](https://dblp1.uni-trier.de/img/note-mark.dark.12x12.png)
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
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) - 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
![](https://dblp1.uni-trier.de/img/cog.dark.24x24.png)
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-06-10 21:25 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint