Assessment of an automatic system classifying hepatic lesions on multi-phase computer tomography images
Résumé
In this paper, we propose to assess the results obtained by our automatic system for classifying hepatic lesions. Our database contains 107 multi-phase liver nodules from 7 different diagnosis types. As multi-phase scans are not commonly found in Computer Aided Diagnosis systems, an analysis of the potential improvement introduced by working on multiphase versus single portal phase CT acquisitions is made, as well as the comparison of our tool classification results to the ones obtained by two radiologists. Experimental results led to the validation of the method.
Mots clés
- Multi-Phase Computer Tomography
- Medical Imaging
- Liver focal lesions
- Expert validation
- Computer Aided Diagnosis
- Classification
- multiphase computer tomography image classification
- computer aided analysis
- computerised tomography
- image classification
- medical image processing
- radiology
- automatic assessment system
- computer aided diagnosis system
- hepatic lesion classification
- Visualization
- multiphase liver nodule diagnosis
- radiologist
- single portal phase CT acquisition
- Computed tomography
- Databases
- Lesions
- Liver
- Metastasis
- Portals