Multimodal 3D DenseNet for IDH Genotype Prediction in Gliomas

Quantitative texture analysis in the prediction of IDH status in low-grade gliomas

(2018) Asgeir Store Jakola et al.   CLINICAL NEUROLOGY AND NEUROSURGERY

MRI scout images can detect the acute intracerebral hemorrhage on CT

(2018) Toshiyuki Hayashi et al.   JOURNAL OF THE NEUROLOGICAL SCIENCES

Radiogenomic analysis of hypoxia pathway is predictive of overall survival in Glioblastoma

(2018) Niha Beig et al.   Scientific Reports

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A survey on deep learning in medical image analysis

(2017) Geert Litjens et al.   MEDICAL IMAGE ANALYSIS

Integrated genomic and molecular characterization of cervical cancer

(2017)   NATURE

MRI features predict survival and molecular markers in diffuse lower-grade gliomas

(2017) Hao Zhou et al.   NEURO-ONCOLOGY

Cancer Genomics and Important Oncologic Mutations: A Contemporary Guide for Body Imagers

(2017) Veronica L. Cox et al.   RADIOLOGY

Advancing The Cancer Genome Atlas glioma MRI collections with expert segmentation labels and radiomic features

(2017) Spyridon Bakas et al.   Scientific Data

Diffusion tensor image features predict IDH genotype in newly diagnosed WHO grade II/III gliomas

(2017) Paul Eichinger et al.   Scientific Reports

The 2016 World Health Organization Classification of Tumors of the Central Nervous System: a summary

(2016) David N. Louis et al.   ACTA NEUROPATHOLOGICA

Radiogenomics – current status, challenges and future directions

(2016) Christian Nicolaj Andreassen et al.   CANCER LETTERS

Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?

(2016) Nima Tajbakhsh et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Multimodal MRI features predict isocitrate dehydrogenase genotype in high-grade gliomas

(2016) Biqi Zhang et al.   NEURO-ONCOLOGY

Multiparametric MRI-based differentiation of WHO grade II/III glioma and WHO grade IV glioblastoma

(2016) Benedikt Wiestler et al.   Scientific Reports

Reproducibility of radiomics for deciphering tumor phenotype with imaging

(2016) Binsheng Zhao et al.   Scientific Reports

HAlign: Fast multiple similar DNA/RNA sequence alignment based on the centre star strategy

(2015) Quan Zou et al.   BIOINFORMATICS

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)

(2015) Bjoern H. Menze et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Imaging of acute stroke: CT and/or MRI

(2015) Karl-Olof Lövblad et al.   JOURNAL OF NEURORADIOLOGY

Insulator dysfunction and oncogene activation in IDH mutant gliomas

(2015) William A. Flavahan et al.   NATURE

Review The Cancer Genome Atlas (TCGA): an immeasurable source of knowledge

(2015) Katarzyna Tomczak et al.   Wspolczesna Onkologia-Contemporary Oncology

IDH-Mutation Is a Weak Predictor of Long-Term Survival in Glioblastoma Patients

(2015) Aymeric Amelot et al.   PLoS One

A survey on techniques for improving the energy efficiency of large-scale distributed systems

(2014) Anne-Cecile Orgerie et al.   ACM COMPUTING SURVEYS

An overview of SNP interactions in genome-wide association studies

(2014) P. Li et al.   Briefings in Functional Genomics

Radiogenomics and Imaging Phenotypes in Glioblastoma: Novel Observations and Correlation with Molecular Characteristics

(2014) Benjamin M. Ellingson   Current Neurology and Neuroscience Reports

2-Hydroxyglutarate as a Magnetic Resonance Biomarker for Glioma Subtyping

(2014) Morteza Esmaeili et al.   Translational Oncology

Isocitrate dehydrogenase mutation is associated with tumor location and magnetic resonance imaging characteristics in astrocytic neoplasms

(2014) SONGTAO QI et al.   Oncology Letters

IDH1 and IDH2 Mutations in Gliomas

(2013) Adam L. Cohen et al.   Current Neurology and Neuroscience Reports

Relationship between Tumor Enhancement, Edema,IDH1Mutational Status,MGMTPromoter Methylation, and Survival in Glioblastoma

(2012) J.A. Carrillo et al.   AMERICAN JOURNAL OF NEURORADIOLOGY

IDH1 and IDH2 Mutations in Tumorigenesis: Mechanistic Insights and Clinical Perspectives

(2012) H. Yang et al.   CLINICAL CANCER RESEARCH

VarScan 2: Somatic mutation and copy number alteration discovery in cancer by exome sequencing

(2012) D. C. Koboldt et al.   GENOME RESEARCH

Recent advances in the molecular understanding of glioblastoma

(2012) Fonnet E. Bleeker et al.   JOURNAL OF NEURO-ONCOLOGY

Multiparametric analysis of magnetic resonance images for glioma grading and patient survival time prediction

(2011) Benjamón Garzín et al.   ACTA RADIOLOGICA

SomaticSniper: identification of somatic point mutations in whole genome sequencing data

(2011) David E. Larson et al.   BIOINFORMATICS

Detection of IDH1 mutation in human gliomas: comparison of immunohistochemistry and sequencing

(2011) Shingo Takano et al.   Brain Tumor Pathology

Patients with IDH1 wild type anaplastic astrocytomas exhibit worse prognosis than IDH1-mutated glioblastomas, and IDH1 mutation status accounts for the unfavorable prognostic effect of higher age: implications for classification of gliomas

(2010) Christian Hartmann et al.   ACTA NEUROPATHOLOGICA

The Genome Analysis Toolkit: A MapReduce framework for analyzing next-generation DNA sequencing data

(2010) A. McKenna et al.   GENOME RESEARCH

IDH1 or IDH2 mutations predict longer survival and response to temozolomide in low-grade gliomas

(2010) C. Houillier et al.   NEUROLOGY

IDH1 Mutations Are Early Events in the Development of Astrocytomas and Oligodendrogliomas

(2009) Takuya Watanabe et al.   AMERICAN JOURNAL OF PATHOLOGY

IDH1 Mutations as Molecular Signature and Predictive Factor of Secondary Glioblastomas

(2009) S. Nobusawa et al.   CLINICAL CANCER RESEARCH

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IDH1andIDH2Mutations in Gliomas

(2009) Hai Yan et al.   NEW ENGLAND JOURNAL OF MEDICINE

Analysis of the IDH1 codon 132 mutation in brain tumors

(2008) Jörg Balss et al.   ACTA NEUROPATHOLOGICA

Supporting user-oriented analysis for multi-view domain-specific visual languages

(2008) Esther Guerra et al.   INFORMATION AND SOFTWARE TECHNOLOGY

Core Signaling Pathways in Human Pancreatic Cancers Revealed by Global Genomic Analyses

(2008) S. Jones et al.   SCIENCE

An Integrated Genomic Analysis of Human Glioblastoma Multiforme

(2008) D. W. Parsons et al.   SCIENCE