Prognosis Individualized: Survival predictions for WHO grade II and III gliomas with a machine learning-based web application

A Machine Learning-Based Online Prediction Tool for Predicting Short-Term Postoperative Outcomes Following Spinal Tumor Resections

(2023) Mert Karabacak et al.   Cancers

Demographic variations and time to initiation of adjunct treatment following surgical resection of anaplastic astrocytoma in the United States: a National Cancer Database analysis

(2023) Mayur Sharma et al.   JOURNAL OF NEURO-ONCOLOGY

An alternative extension of telomeres related prognostic model to predict survival in lower grade glioma

(2023) Yaning Cai et al.   JOURNAL OF CANCER RESEARCH AND CLINICAL ONCOLOGY

A novel NFAT1-IL6/JAK/STAT3 signaling pathway related nomogram predicts overall survival in gliomas

(2023) Chao Zhang et al.   Scientific Reports

Identification of a Nomogram with an Autophagy-Related Risk Signature for Survival Prediction in Patients with Glioma

(2022) Xiaofeng Fu et al.   International Journal of General Medicine

Construction of a Risk Model to Predict the Prognosis and Immunotherapy of Low-Grade Glioma Ground on 7 Ferroptosis-Related Genes

(2022) Liwei Sun et al.   International Journal of General Medicine

An automated approach for predicting glioma grade and survival of LGG patients using CNN and radiomics

(2022) Chenan Xu et al.   Frontiers in Oncology

Exploring the relationship between age and prognosis in glioma: rethinking current age stratification

(2022) Zetian Jia et al.   BMC Neurology

Machine learning based survival prediction in Glioma using large-scale registry data

(2022) Rachel Zhao et al.   Health Informatics Journal

National-level overall survival patterns for molecularly-defined diffuse glioma types in the United States

(2022) Quinn T Ostrom et al.   NEURO-ONCOLOGY

A novel risk score model based on fourteen chromatin regulators-based genes for predicting overall survival of patients with lower-grade gliomas

(2022) Yongfeng Zhang et al.   Frontiers in Genetics

Radiomics-based machine learning models for prediction of medulloblastoma subgroups: a systematic review and meta-analysis of the diagnostic test performance

(2022) Mert Karabacak et al.   ACTA RADIOLOGICA

Prevalence of Missing Data in the National Cancer Database and Association With Overall Survival

(2021) Daniel X. Yang et al.   JAMA Network Open

An MRI radiomics approach to predict survival and tumour-infiltrating macrophages in gliomas

(2021) Guanzhang Li et al.   BRAIN

Prognosis of Oligodendroglioma Patients Stratified by Age: A SEER Population-Based Analysis

(2021) Kai Jin et al.   International Journal of General Medicine

An independently validated survival nomogram for lower-grade glioma

(2019) Haley Gittleman et al.   NEURO-ONCOLOGY

CBTRUS Statistical Report: Primary Brain and Other Central Nervous System Tumors Diagnosed in the United States in 2012–2016

(2019) Quinn T Ostrom et al.   NEURO-ONCOLOGY

Calibration: the Achilles heel of predictive analytics

(2019) Ben Van Calster et al.   BMC Medicine

Age and surgical outcome of low-grade glioma in Sweden

(2018) A. Corell et al.   ACTA NEUROLOGICA SCANDINAVICA

CBTRUS Statistical Report: Primary Brain and Other Central Nervous System Tumors Diagnosed in the United States in 2011–2015

(2018) Quinn T Ostrom et al.   NEURO-ONCOLOGY

Predicting clinical outcomes from large scale cancer genomic profiles with deep survival models

(2017) Safoora Yousefi et al.   Scientific Reports

Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD): the TRIPOD Statement

(2015) Gary S Collins et al.   BMC Medicine

Peeking Inside the Black Box: Visualizing Statistical Learning With Plots of Individual Conditional Expectation

(2015) Alex Goldstein et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Mutational landscape and clonal architecture in grade II and III gliomas

(2015) Hiromichi Suzuki et al.   NATURE GENETICS

Machine learning applications in cancer prognosis and prediction

(2015) Konstantina Kourou et al.   Computational and Structural Biotechnology Journal

Spontaneous and therapeutic prognostic factors in adult hemispheric World Health Organization Grade II gliomas: a series of 1097 cases

(2013) Laurent Capelle et al.   JOURNAL OF NEUROSURGERY

Gradient boosting machines, a tutorial

(2013) Alexey Natekin et al.   Frontiers in Neurorobotics

Random forests for genomic data analysis

(2012) Xi Chen et al.   GENOMICS

Receiver Operating Characteristic Analysis for the Evaluation of Diagnosis and Prediction

(2009) Constantine A. Gatsonis   RADIOLOGY

The National Cancer Data Base: A Powerful Initiative to Improve Cancer Care in the United States

(2008) Karl Y. Bilimoria et al.   ANNALS OF SURGICAL ONCOLOGY

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