Dose/Volume histogram patterns in Salivary Gland subvolumes influence xerostomia injury and recovery
Han, Peijin, Lakshminarayanan, Pranav, Jiang, Wei, Shpitser, Ilya, Hui, Xuan, Lee, Sang Ho, Cheng, Zhi, Guo, Yue, Taylor, Russell H, Siddiqui, Sauleh A, Bowers, Michael, Sheikh, Khadija, Kiess, Ana, Page, Brandi R, Lee, Junghoon, Quon, Harry, McNutt, Todd R
Published in Scientific reports (05.03.2019)
Published in Scientific reports (05.03.2019)
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Journal Article
Feature engineering with clinical expert knowledge: A case study assessment of machine learning model complexity and performance
Roe, Kenneth D, Jawa, Vibhu, Zhang, Xiaohan, Chute, Christopher G, Epstein, Jeremy A, Matelsky, Jordan, Shpitser, Ilya, Taylor, Casey Overby
Published in PloS one (23.04.2020)
Published in PloS one (23.04.2020)
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Journal Article
Machine Learning Methods Uncover Radiomorphologic Dose Patterns in Salivary Glands that Predict Xerostomia in Patients with Head and Neck Cancer
Jiang, Wei, PhD, Lakshminarayanan, Pranav, MS, Hui, Xuan, MD, ScM, Han, Peijin, MD, MHS, Cheng, Zhi, MD, MPH, Bowers, Michael, BS, Shpitser, Ilya, PhD, Siddiqui, Sauleh, PhD, Taylor, Russell H., PhD, Quon, Harry, MD, MS, McNutt, Todd, PhD
Published in Advances in radiation oncology (01.04.2019)
Published in Advances in radiation oncology (01.04.2019)
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Radio-morphology: Parametric shape-based features in radiotherapy
Lakshminarayanan, Pranav, Jiang, Wei, Robertson, Scott P, Cheng, Zhi, Han, Peijin, Bowers, Michael, Moore, Joseph A, Shpitser, Ilya, Siddiqui, Sauleh A, Quon, Harry, Taylor, Russell H, McNutt, Todd
Published in Medical physics (Lancaster) (01.02.2019)
Published in Medical physics (Lancaster) (01.02.2019)
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Controlling the chaos: Information management in home-infusion central-line-associated bloodstream infection (CLABSI) surveillance
Hannum, Susan M, Oladapo-Shittu, Opeyemi, Salinas, Alejandra B, Weems, Kimberly, Marsteller, Jill, Gurses, Ayse P, Shpitser, Ilya, Klein, Eili, Cosgrove, Sara E, Keller, Sara C
Published in Antimicrobial stewardship & healthcare epidemiology : ASHE (2023)
Published in Antimicrobial stewardship & healthcare epidemiology : ASHE (2023)
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Journal Article
Spatial Radiation Dose Influence on Xerostomia Recovery and Its Comparison to Acute Incidence in Patients With Head and Neck Cancer
Guo, Yue, Jiang, Wei, Lakshminarayanan, Pranav, Han, Peijin, Cheng, Zhi, Bowers, Michael, Hui, Xuan, Shpitser, Ilya, Siddiqui, Sauleh, Taylor, Russell H., Quon, Harry, McNutt, Todd
Published in Advances in radiation oncology (01.03.2020)
Published in Advances in radiation oncology (01.03.2020)
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Journal Article
An Automated Approach to Causal Inference in Discrete Settings
Duarte, Guilherme, Finkelstein, Noam, Knox, Dean, Mummolo, Jonathan, Shpitser, Ilya
Published in Journal of the American Statistical Association (01.09.2024)
Published in Journal of the American Statistical Association (01.09.2024)
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INTRODUCTION TO NESTED MARKOV MODELS
Shpitser, Ilya, Evans, Robin J., Richardson, Thomas S., Robins, James M.
Published in Behaviormetrika (2014)
Published in Behaviormetrika (2014)
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Causal inference, social networks and chain graphs
Ogburn, Elizabeth L., Shpitser, Ilya, Lee, Youjin
Published in Journal of the Royal Statistical Society. Series A, Statistics in society (01.10.2020)
Published in Journal of the Royal Statistical Society. Series A, Statistics in society (01.10.2020)
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Journal Article
Correction to: Semiparametric Inference for Non-monotone Missing-Not-at-Random Data: the No Self-Censoring Model
Published in Journal of the American Statistical Association
(02.01.2022)
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Causal Inference From Observational Data: It Is Complicated
Shpitser, Ilya, Kudchadkar, Sapna R, Fackler, James
Published in Pediatric critical care medicine (01.12.2021)
Published in Pediatric critical care medicine (01.12.2021)
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