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Medical Physics, ISSN 0094-2405, 06/2016, Volume 43, Issue 6, pp. 3694 - 3694
Image segmentation is one of the core problems for applying radiomics-based analysis to images. However, achieving repeatable and accurate segmentations for... 
Medical image quality | Image analysis | Medical magnetic resonance imaging | Computed tomography | Medical image segmentation
Journal Article
Journal Article
Journal Article
Journal Article
Scientific Reports, ISSN 2045-2322, 12/2018, Volume 8, Issue 1, pp. 4838 - 11
We present a segmentation approach that combines GrowCut (GC) with cancer-specific multi-parametric Gaussian Mixture Model (GCGMM) to produce accurate and... 
NEOADJUVANT CHEMOTHERAPY | IMAGES | MULTIDISCIPLINARY SCIENCES | TEXTURE ANALYSIS | CLASSIFICATION | LESIONS | PREDICTION | Image processing | Magnetic resonance imaging | Segmentation | Invasiveness | Feasibility studies | Breast cancer | ErbB-2 protein
Journal Article
Medical Physics, ISSN 0094-2405, 12/2019, Volume 46, Issue 12, pp. 5612 - 5622
Purpose Manual delineation of head and neck (H&N) organ‐at‐risk (OAR) structures for radiation therapy planning is time consuming and highly variable.... 
head and neck | atlas segmentation | computed tomography images
Journal Article
European Radiology, ISSN 0938-7994, 07/2017, Volume 27, Issue 7, pp. 2903 - 2915
Journal Article
European Radiology, ISSN 0938-7994, 9/2017, Volume 27, Issue 9, pp. 3991 - 4001
Journal Article
Medical Physics, ISSN 0094-2405, 08/2019, Volume 46, Issue 8, pp. 3582 - 3591
Purpose The use of radiomic features as biomarkers of treatment response and outcome or as correlates to genomic variations requires that the computed features... 
robustness | radiomics | segmentation | glioblastoma | MRI | INFORMATION | TEXTURE FEATURES | MULTIMODAL MRI | MODEL | PREDICTION | IMAGES | CHEMORADIATION | RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING | PET
Journal Article
Medical Physics, ISSN 0094-2405, 05/2014, Volume 41, Issue 5, pp. 050902 - n/a
Due to rapid advances in radiation therapy (RT), especially image guidance and treatment adaptation, a fast and accurate segmentation of medical images is a... 
biological organs | image processing | Medical imaging | Segmentation | Medical image segmentation | Anatomy | Medical image contrast | Digital computing or data processing equipment or methods, specially adapted for specific applications | Radiation therapy equipment | Databases | Computed tomography | Magnetic resonance imaging | image segmentation | Image data processing or generation, in general | radiation therapy | Dosimetry | medical image processing | Cancer | segmentation | ATLAS-BASED SEGMENTATION | AUTO-SEGMENTATION | CLINICAL TARGET VOLUME | INTENSITY-MODULATED RADIOTHERAPY | ACTIVE SHAPE MODELS | CELL LUNG-CANCER | HEAD-AND-NECK | NECK CT IMAGES | LYMPH-NODE REGIONS | COMPUTED-TOMOGRAPHY IMAGES | RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING | Magnetic Resonance Imaging - instrumentation | Radiotherapy, Computer-Assisted - instrumentation | Artificial Intelligence | Humans | Radiotherapy, Computer-Assisted - methods | Image Processing, Computer-Assisted - instrumentation | Magnetic Resonance Imaging - methods | Tomography, X-Ray Computed - methods | Software | Image Processing, Computer-Assisted - methods | Pattern Recognition, Automated - methods | Tomography, X-Ray Computed - instrumentation | REVIEWS | HEALTH HAZARDS | IMAGES | RADIOLOGY AND NUCLEAR MEDICINE | PATHOLOGY | RADIOTHERAPY | PLANNING | Vision 20
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