Improved Brain Tumor Classification by Sodium MR Imaging: Prediction of IDH Mutation Status and Tumor Progression.
A BillerS BaddeA NagelJ-O NeumannW WickA HertensteinMartin BendszusF SahmN BenkhedahJ KleesiekPublished in: AJNR. American journal of neuroradiology (2015)
The information of sodium-MR imaging may help to classify neoplasias at an early stage, to reduce invasive tissue characterization such as stereotactic biopsy specimens, and overall to promote improved and individualized patient management in neuro-oncology by novel imaging signatures of brain tumors.
Keyphrases
- early stage
- contrast enhanced
- high resolution
- machine learning
- deep learning
- case report
- poor prognosis
- palliative care
- low grade
- ultrasound guided
- magnetic resonance imaging
- healthcare
- magnetic resonance
- small cell lung cancer
- brain metastases
- sentinel lymph node
- health information
- computed tomography
- dna methylation
- mass spectrometry
- radiation therapy
- long non coding rna
- neoadjuvant chemotherapy
- wild type