Abstract: Automated Detection and Quantification of Brain Metastases on Clinical MRI Data using CNNs.
Irada PflügerTassilo WaldFabian IsenseeMarianne SchellHagen MeredigKai SchlampDenise BernhardtGianluca BrugnaraClaus Peter HeußelJuergen DebusWolfgang WickMartin BendszusKlaus Maier-HeinPhilipp VollmuthPublished in: Bildverarbeitung für die Medizin (2023)
Keyphrases
- automated detection
- mri data
- mri scans
- ad patients
- brain tissue
- brain surface
- brain tumors
- mr images
- magnetic resonance images
- magnetic resonance imaging
- fully automatic
- white matter
- brain imaging
- lung cancer
- automated analysis
- healthy subjects
- synthetic data
- early detection
- breast cancer
- human brain
- medical images
- clinical data
- clinical applications
- magnetic resonance
- medical imaging
- dt mri
- image processing
- brain images
- brain regions
- partial volume
- corpus callosum
- image analysis
- ct images
- statistical methods
- clinical trials
- cortical thickness
- anatomical structures
- real world