1. Generation of the rim and exterior contours based on segmented tumor contour. 2. Extraction of the radiomic features from each of the tissue contour region. 3. Dimension reduction of the radiomic features based on feature stability and relevance. 4. Prognostic power of the radiomic features is evaluated through predictive modeling and validation.</p
International audienceA vast majority of studies in the radiomics field are based on contours origin...
Radiomics, a non-invasive and quantitative mining medical imaging information method, could extract ...
Head and neck cancer has great regional anatomical complexity, as it can develop in different struct...
<p>A: First, we performed five manual delineations and six 3D-Slicer segmentations (three observers ...
The importance of radiomics features for predicting patient outcome is now well-established. Early s...
<p>Schematic of prediction model of protein expression constructed from quantitative imaging phenoty...
In this paper we examine a technique for developing prognostic image characteristics, termed radiomi...
BACKGROUND AND PURPOSE: Manual delineation of head and neck tumor contours for radiomics analyses is...
Human cancers exhibit strong phenotypic differences that can be visualized noninvasively by medical ...
International audienceBackground: Translation of predictive and prognostic image-based learning mode...
Quantitative analysis of tumour characteristics based on medical imaging is an emerging field of res...
Quantitative analysis of tumour characteristics based on medical imaging is an emerging field of res...
a. tumor; b. tumor rim; c. tumor exterior. “Inv.” And “Prop” indicate inversely proportional and dir...
‘Radiomics’ is utilized to improve the prediction of patient overall survival and/or outcome. Target...
Mathematical methods were developed for shape analysis of Magnetic Resonance Imaging (MRI) tumor ima...
International audienceA vast majority of studies in the radiomics field are based on contours origin...
Radiomics, a non-invasive and quantitative mining medical imaging information method, could extract ...
Head and neck cancer has great regional anatomical complexity, as it can develop in different struct...
<p>A: First, we performed five manual delineations and six 3D-Slicer segmentations (three observers ...
The importance of radiomics features for predicting patient outcome is now well-established. Early s...
<p>Schematic of prediction model of protein expression constructed from quantitative imaging phenoty...
In this paper we examine a technique for developing prognostic image characteristics, termed radiomi...
BACKGROUND AND PURPOSE: Manual delineation of head and neck tumor contours for radiomics analyses is...
Human cancers exhibit strong phenotypic differences that can be visualized noninvasively by medical ...
International audienceBackground: Translation of predictive and prognostic image-based learning mode...
Quantitative analysis of tumour characteristics based on medical imaging is an emerging field of res...
Quantitative analysis of tumour characteristics based on medical imaging is an emerging field of res...
a. tumor; b. tumor rim; c. tumor exterior. “Inv.” And “Prop” indicate inversely proportional and dir...
‘Radiomics’ is utilized to improve the prediction of patient overall survival and/or outcome. Target...
Mathematical methods were developed for shape analysis of Magnetic Resonance Imaging (MRI) tumor ima...
International audienceA vast majority of studies in the radiomics field are based on contours origin...
Radiomics, a non-invasive and quantitative mining medical imaging information method, could extract ...
Head and neck cancer has great regional anatomical complexity, as it can develop in different struct...