Ilya Shpitser - Publications, H-index & Citations

Ilya Shpitser

Johns Hopkins Medicine

28H指数

203论文数

3.7K被引数

收录论文 34

发表时间

Separability and identifiability as primary obstacles to substantively useful mediation analysis 可分性和可识别性作为实质性有用中介分析的主要障碍

European Journal of Epidemiology

IF5.9

2026-07-04

PREAI

Ilya Shpitser

Development and Validation of Machine Learning Models to Identify Emergency Department Patients at Increased Risk of New or Progressive Acute Kidney Injury 开发和验证机器学习模型以识别急诊科具有新发或进展性急性肾损伤高风险的患者

Journal of the American College of Emergency Physicians Open

IF1.9

2026-06-01

OAAI

Hinson, Jeremiah S.; Zhao, Xihan; Ehmann, Michael R.; Copenhaver, Martin S.; Shpitser, Ilya; Menez, Steven; Parikh, Chirag; Strauss, Alexandra T.; Kelen, Gabor; Badaki-Makun, Oluwakemi; Levin, Scott; Klein, Eili

Resurrecting complete-case analysis: a defense

American Journal of Epidemiology

IF4.8

2026-04-01

PREAI

Mathur, Maya B.; Shpitser, Ilya; VanderWeele, Tyler J.

Best practices for moving from correlation to causation in ecological research 生态学研究中从相关性到因果关系的最佳实践

Nature Communications

IF15.7

2026-02-23

OAAI

Hannah E. Correia; Laura E. Dee; Jarrett E. K. Byrnes; John R. Fieberg; Marie-Josée Fortin; Clark Glymour; Jakob Runge; Bill Shipley; Ilya Shpitser; Katherine J. Siegel; George Sugihara; Betsy von Holle; Paul J. Ferraro

Mathur and Shpitser respond to The evolution of selection bias in the recent epidemiologic literature-a selective overview

AMERICAN JOURNAL OF EPIDEMIOLOGY

IF4.8

2024-08-30

PREAI

Mathur, Maya B.; Shpitser, Ilya

Simple graphical rules for assessing selection bias in general-population and selected-sample treatment effects

AMERICAN JOURNAL OF EPIDEMIOLOGY

IF4.8

2024-06-20

OAAI

Mathur, Maya B.; Shpitser, Ilya

Pitfalls of imputing using incomplete auxiliary variables 使用不完整辅助变量的插补陷阱

AMERICAN JOURNAL OF EPIDEMIOLOGY

IF4.8

2024-04-01

PREAI

Mathur, Maya B.; Shpitser, Ilya

Special Issue on Causal Discovery and Causality-Inspired Machine Learning

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-04-01

OAAI

Zhang, Kun; Shpitser, Ilya; Magliacane, Sara; Bacciu, Davide; Wu, Fei; Zhang, Changshui; Spirtes, Peter

An Automated Approach to Causal Inference in Discrete Settings

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

2023-08-21

OAAI

Duarte, Guilherme; Finkelstein, Noam; Knox, Dean; Mummolo, Jonathan; Shpitser, Ilya

Examining the Causal Mediating Role of Cardiovascular Disease on the Effect of Subclinical Cardiovascular Disease on Cognitive Impairment via Separable Effects

JOURNALS OF GERONTOLOGY SERIES A-BIOLOGICAL SCIENCES AND MEDICAL SCIENCES

IF3.8

2023-03-04

PREAI

Andrews, Ryan M.; Shpitser, Ilya; Didelez, Vanessa; Chaves, Paulo H. M.; Lopez, Oscar L.; Carlson, Michelle C.

NESTED MARKOV PROPERTIES FOR ACYCLIC DIRECTED MIXED GRAPHS

ANNALS OF STATISTICS

IF3.7

2023-02-01

OAAI

Richardson, Thomas S.; Evans, Robin J.; Robins, James M.; Shpitser, Ilya

Leveraging Machine Learning to Predict 30-Day Hospital Readmission After Cardiac Surgery br

ANNALS OF THORACIC SURGERY

IF3.9

2022-12-01

OAAI

Sherman, Eli; Alejo, Diane; Wood-Doughty, Zach; Sussman, Marc; Schena, Stefano; Ong, Chin Siang; Etchill, Eric; DiNatale, Joe; Ahmidi, Narges; Shpitser, Ilya; Whitman, Glenn

Ilya Shpitser's contribution to the Discussion of 'Assumption-lean inference for generalised linear model parameters' by Vansteelandt and Dukes

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

IF3.6

2022-07-26

OAAI

Shpitser, Ilya

Semiparametric Inference for Nonmonotone Missing-Not-at-Random Data: The No Self-Censoring Model

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

2021-02-03

OAAI

Malinsky, Daniel; Shpitser, Ilya; Tchetgen, Eric J. Tchetgen

Auto-G-Computation of Causal Effects on a Network

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

2020-10-01

OAAI

Tchetgen Tchetgen, Eric J.; Fulcher, Isabel R.; Shpitser, Ilya

Comment on Blessings of Multiple Causes

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

2020-01-03

OAAI

Ogburn, Elizabeth L.; Shpitser, Ilya; Tchetgen, Eric J. Tchetgen

Robust inference on population indirect causal effects: the generalized front door criterion

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

IF3.6

2019-11-08

OAAI

Fulcher, Isabel R.; Shpitser, Ilya; Marealle, Stella; Tchetgen, Eric J. Tchetgen

The Immunodynamics of Myeloid-Derived Suppressor Cell and Monocyte Populations in the Peripheral Blood in Patients with Newly Diagnosed Glioblastoma Undergoing Adjuvant Temozolomide and Radiation Therapy

INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

IF6.5

2019-09-01

OAAI

Sloan, L.; Sen, R.; Doucet, M.; Blosser, L.; Shpitser, I.; Cheng, Z.; Katulis, L.; Wemmer, J.; Jackson, C.; Hu, C.; McNutt, T. R.; Grossman, S.; Holdhoff, M.; Lim, M.; Redmond, K. J.; Eberhart, C.; Quon, H.; Pardoll, D. M.; Ganguly, S.; Kleinberg, R.

A Feasibility Study of Xerostomia Outcome-Based Treatment Planning to Improve the Probability of Xerostomia Recovery in Head and Neck Cancer Patients

INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

IF6.5

2019-09-01

PREAI

Guo, Y.; Lakshminarayanan, P.; Han, P.; Sheikh, K.; Cheng, Z.; Jiang, W.; Siddiqui, S.; Shpitser, I.; Taylor, R.; Quon, H.; McNutt, T. R.

Dose/Volume histogram patterns in Salivary Gland subvolumes influence xerostomia injury and recovery

SCIENTIFIC REPORTS

IF3.9

2019-03-05

OAAI

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.

研究方向