Deep-Learning Convolutional Neural Networks Accurately Classify Genetic Mutations in Gliomas

Residual Deep Convolutional Neural Network Predicts MGMT Methylation Status

(2017) Panagiotis Korfiatis et al.   JOURNAL OF DIGITAL IMAGING

Deep Learning at Chest Radiography: Automated Classification of Pulmonary Tuberculosis by Using Convolutional Neural Networks

(2017) Paras Lakhani et al.   RADIOLOGY

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

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

Molecular Profiling Reveals Biologically Discrete Subsets and Pathways of Progression in Diffuse Glioma

(2016) Michele Ceccarelli et al.   CELL

Improving Computer-Aided Detection Using_newlineConvolutional Neural Networks and Random View Aggregation

(2016) Holger R. Roth et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Computer-aided detection of pulmonary tuberculosis on digital chest radiographs: a systematic review

(2016) T. Pande et al.   INTERNATIONAL JOURNAL OF TUBERCULOSIS AND LUNG DISEASE

Frontal glioblastoma multiforme may be biologically distinct from non-frontal and multilobar tumors

(2016) Iddo Paldor et al.   JOURNAL OF CLINICAL NEUROSCIENCE

Combination of diffusion tensor imaging and conventional MRI correlates with isocitrate dehydrogenase 1/2 mutations but not 1p/19q genotyping in oligodendroglial tumours

(2015) Ji Xiong et al.   EUROPEAN RADIOLOGY

Deep learning

(2015) Yann LeCun et al.   NATURE

Deep convolutional neural networks for multi-modality isointense infant brain image segmentation

(2015) Wenlu Zhang et al.   NEUROIMAGE

Association between molecular alterations and tumor location and MRI characteristics in anaplastic gliomas

(2014) Yukihiko Sonoda et al.   Brain Tumor Pathology

Glioma: Application of Whole-Tumor Texture Analysis of Diffusion-Weighted Imaging for the Evaluation of Tumor Heterogeneity

(2014) Young Jin Ryu et al.   PLoS One

MRI-localized biopsies reveal subtype-specific differences in molecular and cellular composition at the margins of glioblastoma

(2014) B. J. Gill et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

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

The Cancer Imaging Archive (TCIA): Maintaining and Operating a Public Information Repository

(2013) Kenneth Clark et al.   JOURNAL OF DIGITAL IMAGING

Probabilistic Radiographic Atlas of Glioblastoma Phenotypes

(2012) B.M. Ellingson et al.   AMERICAN JOURNAL OF NEURORADIOLOGY

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

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

Phase III Trial of Chemoradiotherapy for Anaplastic Oligodendroglioma: Long-Term Results of RTOG 9402

(2012) Gregory Cairncross et al.   JOURNAL OF CLINICAL ONCOLOGY

Adjuvant Procarbazine, Lomustine, and Vincristine Chemotherapy in Newly Diagnosed Anaplastic Oligodendroglioma: Long-Term Follow-Up of EORTC Brain Tumor Group Study 26951

(2012) Martin J. van den Bent et al.   JOURNAL OF CLINICAL ONCOLOGY

Imaging parameters of high grade gliomas in relation to the MGMT promoter methylation status: the CT, diffusion tensor imaging, and perfusion MR imaging

(2011) Won-Jin Moon et al.   NEURORADIOLOGY

Genetics of Glioblastoma: A Window into Its Imaging and Histopathologic Variability

(2011) Clifford J. Belden et al.   RADIOGRAPHICS

Absence of IDH mutation identifies a novel radiologic and molecular subtype of WHO grade II gliomas with dismal prognosis

(2010) Philippe Metellus et al.   ACTA NEUROPATHOLOGICA

Texture Analysis: A Review of Neurologic MR Imaging Applications

(2010) A. Kassner et al.   AMERICAN JOURNAL OF NEURORADIOLOGY

IDH1 Mutations as Molecular Signature and Predictive Factor of Secondary Glioblastomas

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

An analysis of image texture, tumor location, and MGMT promoter methylation in glioblastoma using magnetic resonance imaging

(2009) Sylvia Drabycz et al.   NEUROIMAGE

IDH1andIDH2Mutations in Gliomas

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

Nomograms for predicting survival of patients with newly diagnosed glioblastoma: prognostic factor analysis of EORTC and NCIC trial 26981-22981/CE.3

(2007) Thierry Gorlia et al.   LANCET ONCOLOGY