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Cardiovascular risk prevention and all-cause mortality in primary care patients with an abdominal aortic aneurysm

British journal of surgery, 2016-11, Vol.103 (12), p.1626-1633

2016

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Estimation of a semiparametric natural direct effect model incorporating baseline covariates

Biometrika, 2014-12, Vol.101 (4), p.849-864

2014

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Comparison of long-term mortality after ruptured abdominal aortic aneurysm in England and Sweden

British journal of surgery, 2016-02, Vol.103 (3), p.199-206

2016

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Planning of maxillofacial reconstruction with free revascularized fbular autograft: past, present, and future: literary review

Sibirskiĭ onkologicheskiĭ zhurnal, 2023-01, Vol.21 (6), p.114-123

2023

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P5706Finding predictors and causes of cardiac surgery ICU readmission using machine learning and causal inference

European heart journal, 2019-10, Vol.40 (Supplement_1)

2019

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Machine Learning Methods Uncover Radio-Morphologic Dose Patterns in Salivary Glands That Predict Xerostomia in Head and Neck Cancer Patients

International journal of radiation oncology, biology, physics, 2018-11, Vol.102 (3), p.S212-S212

2018

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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, 2019-09, Vol.105 (1), p.S234-S235

2019

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Dose-Volume Histogram (DVH) Patterns within the Salivary Glands and Clinical Parameters Predict Xerostomia in Head and Neck Cancer (HNC) Patients, from Injury to Recovery

International journal of radiation oncology, biology, physics, 2018-11, Vol.102 (3), p.e223-e223

2018

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Moderate Drinking is Protective for Swallowing Function among HNC Patients

International journal of radiation oncology, biology, physics, 2018-11, Vol.102 (3), p.e738-e738

2018

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Quality of Life differences in Male and Female Patients with Head and Neck Cancer

International journal of radiation oncology, biology, physics, 2018-11, Vol.102 (3), p.e741-e741

2018

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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, 2019-09, Vol.105 (1), p.E650-E651

2019

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Gender Differences in Radiation Therapy Effects in Male and Female Patients With Head and Neck Cancer

International journal of radiation oncology, biology, physics, 2018-04, Vol.100 (5), p.1400-1401

2018

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Planning of maxillofacial reconstruction with free revascularized fibular autograft: past, present, and future: literary review

Sibirskiĭ onkologicheskiĭ zhurnal, 2023-01, Vol.21 (6), p.114-123

2023

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Detecting the presence and absence of causal relationships between expression of yeast genes with very few samples

Journal of computational biology, 2010-03, Vol.17 (3), p.533

2010

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Counterfactual Graphical Models for Longitudinal Mediation Analysis With Unobserved Confounding

Cognitive science, 2013-08, Vol.37 (6), p.1011-1035

Shpitser, Ilya

2013

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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, 2022-07, Vol.84 (3), p.720-721

Shpitser, Ilya

2022

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Comment on: “Decision-theoretic foundations for statistical causality”

Journal of causal inference, 2022-07, Vol.10 (1), p.190-196

Shpitser, Ilya

2022

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

American journal of epidemiology, 2024-06

2024

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New Criterion for Confounder Selection

Biometrics, 2011-12, Vol.67 (4), p.1406-1413

2011

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An Automated Approach to Causal Inference in Discrete Settings

Journal of the American Statistical Association, 2023-08, p.1-16

2023

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Causal Graphs: Addressing the Confounding Problem Without Instruments or Ignorability

Statistical science, 2014-08, Vol.29 (3), p.367-370

Shpitser, Ilya

2014

Volltextzugriff (PDF)

CAUSAL INFERENCE WITH A GRAPHICAL HIERARCHY OF INTERVENTIONS

The Annals of statistics, 2016-12, Vol.44 (6), p.2433-2466

2016

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

Scientific reports, 2019-03, Vol.9 (1), p.3616, Article 3616

2019

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ON THE DEFINITION OF A CONFOUNDER

The Annals of statistics, 2013-02, Vol.41 (1), p.196-220

2013

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Feature engineering with clinical expert knowledge: A case study assessment of machine learning model complexity and performance

PloS one, 2020-04, Vol.15 (4), p.e0231300-e0231300

2020

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Cardiovascular risk prevention and all-cause mortality in primary care patients with an abdominal aortic aneurysm

Estimation of a semiparametric natural direct effect model incorporating baseline covariates

Comparison of long-term mortality after ruptured abdominal aortic aneurysm in England and Sweden

Planning of maxillofacial reconstruction with free revascularized fbular autograft: past, present, and future: literary review

P5706Finding predictors and causes of cardiac surgery ICU readmission using machine learning and causal inference

Machine Learning Methods Uncover Radio-Morphologic Dose Patterns in Salivary Glands That Predict Xerostomia in Head and Neck Cancer Patients

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

Dose-Volume Histogram (DVH) Patterns within the Salivary Glands and Clinical Parameters Predict Xerostomia in Head and Neck Cancer (HNC) Patients, from Injury to Recovery

Moderate Drinking is Protective for Swallowing Function among HNC Patients

Quality of Life differences in Male and Female Patients with Head and Neck Cancer

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

Gender Differences in Radiation Therapy Effects in Male and Female Patients With Head and Neck Cancer

Planning of maxillofacial reconstruction with free revascularized fibular autograft: past, present, and future: literary review

Detecting the presence and absence of causal relationships between expression of yeast genes with very few samples

Counterfactual Graphical Models for Longitudinal Mediation Analysis With Unobserved Confounding

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

Comment on: “Decision-theoretic foundations for statistical causality”

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

New Criterion for Confounder Selection

An Automated Approach to Causal Inference in Discrete Settings

Causal Graphs: Addressing the Confounding Problem Without Instruments or Ignorability

CAUSAL INFERENCE WITH A GRAPHICAL HIERARCHY OF INTERVENTIONS

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

ON THE DEFINITION OF A CONFOUNDER

Feature engineering with clinical expert knowledge: A case study assessment of machine learning model complexity and performance

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