Sisi Ma

Department of Psychology, Rutgers University, New Brunswick, NJ 08903, USA

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Papers47 papers

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Bariatric Surgery is Associated With Decreased Progression of Nonalcoholic Fatty Liver Disease to Cirrhosis: A Retrospective Cohort Analysis

Keith M Wirth, Adam C Sheka, Scott Kizy, Ryan Irey, Ashley Benner, Gretchen Sieger, Gyorgy Simon,Sisi Ma, John Lake, Constantin Aliferis,Daniel Leslie,Schelomo Marmor

Annals of surgery, pp.1, (2020)

WOSBibtex

Utilizing Causal Pathway Analysis To Predict Change In Cardiorespiratory Fitness In The STRRIDE Randomized Trials: 1865 May 28 1:45 PM - 2:00 PM

Leanna M. Ross, Roshan Tourani,Sisi Ma, Steven Shen, Daniel C. Parker,Kim M. Huffman,Virginia B. Kraus,Constantin F. Aliferis,William E. Kraus

Medicine and Science in Sports and Exercise, (2020): 503-503

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Explainable Machine Learning Analysis of Neuro-Behavioral Factors Associated With Marijuana Use Outcomes

Gregory Niklason, Eric Rawls,Sisi Ma, Erich Kummerfeld, Sheila Specker, Anna Zilverstand

BIOLOGICAL PSYCHIATRY, no. SUP9 (2020): S393-S393

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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,Gyorgy J. Simon

Bibtex

Computational causal discovery for post-traumatic stress in police officers

Glenn N Saxe,Sisi Ma, Leah J Morales,Isaac R Galatzer-Levy, Constantin Aliferis,Charles R Marmar

TRANSLATIONAL PSYCHIATRY, no. 1.0 (2020): 233-12

WOSBibtex

Cognitive control errors in nonhuman primates resembling those in schizophrenia reflect opposing effects of NMDAR blockade on causal interactions between cells and circuits in prefrontal and parietal cortex

Erich Kummerfeld,Sisi Ma,Rachael K. Blackman, Adele L. DeNicola, A. David Redish,Sophia Vinogradov,David A. Crowe, Matthew V. Chafee

Biological Psychiatry: Cognitive Neuroscience and Neuroimaging, no. 7 (2020): 705-714

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Challenges and Opportunities with Causal Discovery Algorithms: Application to Alzheimer's Pathophysiology

Xinpeng Shen,Sisi Ma,Prashanthi Vemuri,Gyorgy Simon

Scientific reports, no. 1 (2020): 2975

WOSBibtex

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

Journal of Biomedical Informatics, (2020): 103379

Cited by2WOSEIBibtex

Dilution of molecular-pathologic gene signatures by medically associated factors might prevent prediction of resection status after debulking surgery in patients with advanced ovarian cancer

Florian Heitz,Stefan Kommoss, Roshan Tourani, Anthony Grandelis, Locke Uppendahl,Constantin Aliferis,Alexander Burges,Chen Wang,Ulrich Canzler, Jinhua Wang,Antje Belau,Sonia Prader

CLINICAL CANCER RESEARCH, no. 1 (2020): 213-219

WOSBibtex

Extracting Pathway-Level Signatures from Proteogenomic data in Breast Cancer Using Independent Component Analysis

Wenke Liu,Samuel H Payne,Sisi Ma, David Fenyö

MOLECULAR & CELLULAR PROTEOMICS, no. SUP8.0 (2019): S169-S182

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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 Med. Inf. & Decision Making, no. S-2 (2018): 5-13

Cited by1EIWOSBibtex

32.1 Machine Learning and Causal Network Modeling for Research on PTSD and Suicide

Glenn N. Saxe,Sisi Ma, Leah J. Morales,Constantin F. Aliferis

JOURNAL OF THE AMERICAN ACADEMY OF CHILD AND ADOLESCENT PSYCHIATRY, no. SUP10 (2018): S319-S319

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Significant overall survival improvement in proliferative subtype ovarian cancer patients receiving bevacizumab

Stefan Kommoss,Florian Heitz,Boris Winterhoff,Chen Wang,Jalid Sehouli,Constantin F. Aliferis,Rainer Kimmig, Jinhua Wang,Sisi Ma,Nikolaus de Gregorio, Sven Mahner,Andreas du Bois

Journal of Clinical Oncology, (2018): 5520-5520

Cited by2Bibtex

32.2 The Complex Etiology of PTSD in Children With Maltreatment

Leah J. Morales,Sisi Ma,Constantin F. Aliferis,Glenn N. Saxe

JOURNAL OF THE AMERICAN ACADEMY OF CHILD AND ADOLESCENT PSYCHIATRY, no. SUP10 (2018): S319-S319

Bibtex

Model selection and prediction of outcomes in recent onset schizophrenia patients who undergo cognitive training

Ian S Ramsay,Sisi Ma,Melissa Fisher,Rachel L Loewy,J Daniel Ragland,Tara Niendam,Cameron S Carter,Sophia Vinogradov

Schizophrenia research. Cognition, (2018): 1-5

Cited by2WOSBibtex

Prediction of post-operative residual disease in advanced-stage ovarian cancer (AOC) using whole transcriptome expression: An exploratory analysis of the AGO-OVAR 11 (ICON7) trial

Florian Heitz,Stefan Kommoss,Boris Winterhoff,Constantin F. Aliferis,Alexander Burges,Chen Wang,Ulrich Canzler, Jinhua Wang,A. Belau,Lars Hanker,Sisi Ma, Felix Hilpert

Journal of Clinical Oncology, (2018): 5550-5550

Cited by3Bibtex

Machine Learning Identification of Multiple Predictively Equivalent Risk Models for Severe Hypoglycemia in Patients with Type 2 Diabetes

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

DIABETES, no. SUPnan (2018)

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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, Shanahan Lindsey,Stuart Speedie

pp.1504-1507 (2018)

EIBibtex

Development of a model to predict 5-year risk of severe hypoglycemia in patients with type 2 diabetes

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

BMJ OPEN DIABETES RESEARCH & CARE, no. 1 (2018)

Cited by1WOSBibtex

Methods for computational causal discovery in biomedicine

Sisi Ma,Alexander Statnikov

Behaviormetrika, no. 1 (2017): 165-191

Cited by1Bibtex

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Papers47 papers

Sisi Ma