Reasoning and causal inference regarding surgical options for patients with low‐grade gliomas using machine learning: A SEER‐based study

Random survival forests with multivariate longitudinal endogenous covariates

(2023) Anthony Devaux et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Balancing Maximal Resection and Functional Preservation in Surgery for Low Grade Glioma

(2022) Michael A Vogelbaum   NEURO-ONCOLOGY

Instrumental Variable Identification of Dynamic Variance Decompositions

(2022) Mikkel Plagborg-Moller et al.   JOURNAL OF POLITICAL ECONOMY

BITES: balanced individual treatment effect for survival data

(2022) S Schrod et al.   BIOINFORMATICS

World Health Organization 2021 Classification of Central Nervous System Tumors and Implications for Therapy for Adult-Type Gliomas

(2022) Tamar R. Berger et al.   JAMA Oncology

Nomograms for predicting the overall survival of patients with cerebellar glioma: an analysis of the surveillance epidemiology and end results (SEER) database

(2021) Jie Li et al.   Scientific Reports

Doubly robust treatment effect estimation with missing attributes

(2020) Imke Mayer et al.   Annals of Applied Statistics

Functional Outcomes and Health-Related Quality of Life Following Glioma Surgery

(2020) Philip C De Witt Hamer et al.   NEUROSURGERY

Metalearners for estimating heterogeneous treatment effects using machine learning

(2019) Sören R. Künzel et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Controversies in the Therapy of Low-Grade Gliomas

(2019) Ivan D. Carabenciov et al.   CURRENT TREATMENT OPTIONS IN ONCOLOGY

Extent of Surgical Resection in Lower-Grade Gliomas: Differential Impact Based on Molecular Subtype

(2019) S.H. Patel et al.   AMERICAN JOURNAL OF NEURORADIOLOGY

An independently validated survival nomogram for lower-grade glioma

(2019) Haley Gittleman et al.   NEURO-ONCOLOGY

Adult Glioma Incidence and Survival by Race or Ethnicity in the United States From 2000 to 2014

(2018) Quinn T. Ostrom et al.   JAMA Oncology

Primary brain tumours in adults

(2018) Sarah Lapointe et al.   LANCET

Evidenced-based medicine in glioma: molecular biology is only part of the story

(2017)   LANCET ONCOLOGY

The role of surgery in the management of patients with diffuse low grade glioma

(2015) Manish K. Aghi et al.   JOURNAL OF NEURO-ONCOLOGY

Advances in the Surgical Management of Low-Grade Glioma

(2015) Todd Hollon et al.   SEMINARS IN RADIATION ONCOLOGY

Regularization Paths for Cox's Proportional Hazards Model via Coordinate Descent

(2015) Noah Simon et al.   Journal of Statistical Software

New concepts in the management of diffuse low-grade glioma: Proposal of a multistage and individualized therapeutic approach

(2014) H. Duffau et al.   NEURO-ONCOLOGY

The challenge to remove diffuse low-grade gliomas while preserving brain functions

(2012) Hugues Duffau   ACTA NEUROCHIRURGICA

The Role of Early Resection vs Biopsy in the Management of Low-Grade Gliomas

(2012) James M. Markert   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Comparison of a Strategy Favoring Early Surgical Resection vs a Strategy Favoring Watchful Waiting in Low-Grade Gliomas

(2012) Asgeir S. Jakola et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Low-grade glioma surgery in eloquent areas: volumetric analysis of extent of resection and its impact on overall survival. A single-institution experience in 190 patients

(2012) Tamara Ius et al.   JOURNAL OF NEUROSURGERY

Early prognostic factors related to progression and malignant transformation of low-grade gliomas

(2011) Tae-Young Jung et al.   CLINICAL NEUROLOGY AND NEUROSURGERY

Natural history and surgical management of incidentally discovered low-grade gliomas

(2011) Matthew B. Potts et al.   JOURNAL OF NEUROSURGERY

Management of Low-Grade Glioma

(2010) Nader Pouratian et al.   Current Neurology and Neuroscience Reports

Matching Methods for Causal Inference: A Review and a Look Forward

(2010) Elizabeth A. Stuart   STATISTICAL SCIENCE

Role of Extent of Resection in the Long-Term Outcome of Low-Grade Hemispheric Gliomas

(2008) Justin S. Smith et al.   JOURNAL OF CLINICAL ONCOLOGY

Preoperative prognostic classification system for hemispheric low-grade gliomas in adults

(2008) Edward F. Chang et al.   JOURNAL OF NEUROSURGERY

GLIOMA EXTENT OF RESECTION AND ITS IMPACT ON PATIENT OUTCOME

(2008) Nader Sanai et al.   NEUROSURGERY