Concepedia

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

Prateek Prasanna, Jay Patel, Sasan Partovi, Anant Madabhushi, Pallavi Tiwari

European Radiology · 2016 · 264 citations · 35 references

Concepts

Pet-mriHigh-grade GliomasBrain LesionRadiomic FeaturesGliomaMagnetic Resonance ImagingNeuro-oncologyNeurologyRadiologyHealth SciencesMedical ImagingNeuroimagingMri-guided Radiation TherapyDiagnostic NeuroradiologyPeritumoral Brain ParenchymaBrain Tumor BiologyTreatment-naïve Multi-parametric MrMedicineGlioblastoma

References

35

Leo Breiman · Machine Learning · 2001 · 119.3K citations · Full text

Textural Features for Image Classification

Robert M. Haralick, Karthikeyan Shanmugam, I. Dinstein · IEEE Transactions on Systems Man and Cybernetics · 1973 · 22.2K citations

Image Classification, Image Analysis, Machine Vision +15

Radiomics: Images Are More than Pictures, They Are Data

Robert J. Gillies, Paul E. Kinahan, Hedvig Hricak · Radiology · 2015 · 7.9K citations

Engineering, Image Database, Diagnostic Imaging +16

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

Kenneth Clark, Bruce A. Vendt, Kirk Smith et al. · Journal of Digital Imaging · 2013 · 4.5K citations · Full text

Cancer Imaging Archive, Engineering, Medical Imaging +15

A multivariate analysis of 416 patients with glioblastoma multiforme: prognosis, extent of resection, and survival

Michel Lacroix, Dima Abi-Said, Daryl R. Fourney et al. · Journal of neurosurgery · 2001 · 3K citations