Radiomics derived from amino-acid PET and conventional MRI in patients with high-grade gliomas

Pseudoprogression after glioma therapy: an update

(2017) Norbert Galldiks et al.   Expert Review of Neurotherapeutics

PPARγ activation ameliorates postoperative cognitive decline probably through suppressing hippocampal neuroinflammation in aged mice

(2017) Zhijie Zhang et al.   INTERNATIONAL IMMUNOPHARMACOLOGY

Radiomics signature: A potential biomarker for the prediction of MGMT promoter methylation in glioblastoma

(2017) Yi-bin Xi et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Glioma Survival Prediction with Combined Analysis of In Vivo11C-MET PET Features, Ex Vivo Features, and Patient Features by Supervised Machine Learning

(2017) László Papp et al.   JOURNAL OF NUCLEAR MEDICINE

Brain tumor segmentation using holistically nested neural networks in MRI images

(2017) Ying Zhuge et al.   MEDICAL PHYSICS

Advances in neuro-oncology imaging

(2017) Karl-Josef Langen et al.   Nature Reviews Neurology

NIMG-32. DIFFERENTIATION OF PSEUDOPROGRESSION FROM TUMOR PROGRESSION IN GLIOBLASTOMA PATIENTS BASED ON FET PET RADIOMICS

(2017) Philipp Lohmann et al.   NEURO-ONCOLOGY

NIMG-82. PREDICTING ISOCITRATE DEHYDROGENASE GENOTYPE IN GLIOMAS USING FET PET RADIOMICS

(2017) Philipp Lohmann et al.   NEURO-ONCOLOGY

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

(2017) Hao Zhou et al.   NEURO-ONCOLOGY

MRI radiomics analysis of molecular alterations in low-grade gliomas

(2017) Ben Shofty et al.   International Journal of Computer Assisted Radiology and Surgery

Pseudoprogression after glioma therapy: an update

(2017) Norbert Galldiks et al.   Expert Review of Neurotherapeutics

The use of amino acid PET and conventional MRI for monitoring of brain tumor therapy

(2017) Norbert Galldiks et al.   NeuroImage-Clinical

Deep Learning based Radiomics (DLR) and its usage in noninvasive IDH1 prediction for low grade glioma

(2017) Zeju Li et al.   Scientific Reports

A Deep Learning-Based Radiomics Model for Prediction of Survival in Glioblastoma Multiforme

(2017) Jiangwei Lao et al.   Scientific Reports

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

(2017) Paul Eichinger et al.   Scientific Reports

Radiation injury vs. recurrent brain metastasis: combining textural feature radiomics analysis and standard parameters may increase 18F-FET PET accuracy without dynamic scans

(2016) Philipp Lohmann et al.   EUROPEAN RADIOLOGY

Noninvasive IDH1 mutation estimation based on a quantitative radiomics approach for grade II glioma

(2016) Jinhua Yu et al.   EUROPEAN RADIOLOGY

Radiomic features from the peritumoral brain parenchyma on treatment-naïve multi-parametric MR imaging predict long versus short-term survival in glioblastoma multiforme: Preliminary findings

(2016) Prateek Prasanna et al.   EUROPEAN RADIOLOGY

MRI texture features as biomarkers to predict MGMT methylation status in glioblastomas

(2016) Panagiotis Korfiatis et al.   MEDICAL PHYSICS

Response Assessment in Neuro-Oncology working group and European Association for Neuro-Oncology recommendations for the clinical use of PET imaging in gliomas

(2016) Nathalie L. Albert et al.   NEURO-ONCOLOGY

MR perfusion-weighted imaging in the evaluation of high-grade gliomas after treatment: a systematic review and meta-analysis

(2016) Praneil Patel et al.   NEURO-ONCOLOGY

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

(2016) Biqi Zhang et al.   NEURO-ONCOLOGY

Applications and limitations of radiomics

(2016) Stephen S F Yip et al.   PHYSICS IN MEDICINE AND BIOLOGY

Radiomic Profiling of Glioblastoma: Identifying an Imaging Predictor of Patient Survival with Improved Performance over Established Clinical and Radiologic Risk Models

(2016) Philipp Kickingereder et al.   RADIOLOGY

Unsupervised consensus cluster analysis of [18F]-fluoroethyl-L-tyrosine positron emission tomography identified textural features for the diagnosis of pseudoprogression in high-grade glioma

(2016) Sied Kebir et al.   Oncotarget

Textural analysis of pre-therapeutic [18F]-FET-PET and its correlation with tumor grade and patient survival in high-grade gliomas

(2015) Thomas Pyka et al.   EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)

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

Impact of 1p/19q Codeletion and Histology on Outcomes of Anaplastic Gliomas Treated With Radiation Therapy and Temozolomide

(2015) Christina K. Speirs et al.   INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

Prognostic significance of relative 1p/19q codeletion in oligodendroglial tumors

(2015) Marc C. Chamberlain et al.   JOURNAL OF NEURO-ONCOLOGY

Intratumoral heterogeneity in glioblastoma: don't forget the peritumoral brain zone

(2015) Jean-Michel Lemée et al.   NEURO-ONCOLOGY

Diagnosis of pseudoprogression in patients with glioblastoma using O-(2-[18F]fluoroethyl)-l-tyrosine PET

(2014) Norbert Galldiks et al.   EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING

Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach

(2014) Hugo J. W. L. Aerts et al.   Nature Communications

Conventional MRI evaluation of gliomas

(2012) N Upadhyay et al.   BRITISH JOURNAL OF RADIOLOGY

Radiomics: Extracting more information from medical images using advanced feature analysis

(2012) Philippe Lambin et al.   EUROPEAN JOURNAL OF CANCER

Radiomics: the process and the challenges

(2012) Virendra Kumar et al.   MAGNETIC RESONANCE IMAGING

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

Updated Response Assessment Criteria for High-Grade Gliomas: Response Assessment in Neuro-Oncology Working Group

(2010) Patrick Y. Wen et al.   JOURNAL OF CLINICAL ONCOLOGY

Volumetry of [11C]-methionine PET uptake and MRI contrast enhancement in patients with recurrent glioblastoma multiforme

(2009) Norbert Galldiks et al.   EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING

Correlation of O6-Methylguanine Methyltransferase (MGMT) Promoter Methylation With Clinical Outcomes in Glioblastoma and Clinical Strategies to Modulate MGMT Activity

(2008) Monika E. Hegi et al.   JOURNAL OF CLINICAL ONCOLOGY

MGMTPromoter Methylation Status Can Predict the Incidence and Outcome of Pseudoprogression After Concomitant Radiochemotherapy in Newly Diagnosed Glioblastoma Patients

(2008) Alba A. Brandes et al.   JOURNAL OF CLINICAL ONCOLOGY