- WESD--Weighted Spectral Distance for measuring shape dissimilarity
Athinoula A Martinos Center for Biomedical Imaging, Massachusetts General Hospital Harvard Medical School, Cambridge, MA 02144, USA
IEEE Trans Pattern Anal Mach Intell 35:2284-97. 2013
..Last, experiments conducted on synthetic and real objects are presented. These experiments highlight the practical benefits of WESD for applications in vision and medical image analysis...
- Discriminative segmentation-based evaluation through shape dissimilarity
Microsoft Research, CB3 0FB Cambridge, UK
IEEE Trans Med Imaging 31:2278-89. 2012
..This allows us to identify the source of errors and discriminate registration results which so far had to be treated as being of similar quality in previous evaluation studies...
- Polyp enhancing level set evolution of colon wall: method and pilot study
Department of Electrical and Electronics Engineering, Bogazici University, 34342 Istanbul, Turkey
IEEE Trans Med Imaging 26:1649-56. 2007
..0 to 9.0 mm in diameter. This is accompanied by a statistically significant separation between small polyps and false positives. PELS did not change the CTC CAD performance significantly for larger polyps...
- Extrapolating glioma invasion margin in brain magnetic resonance images: suggesting new irradiation margins
Asclepios Research Project INRIA, 2004 route des Lucioles, 06902, Sophia Antipolis, France
Med Image Anal 14:111-25. 2010
..Results of these experiments suggest that the variable margin could be more effective at targeting cancerous cells and preserving healthy tissue...
- Neighbourhood approximation using randomized forests
Athinoula A Martinos Center for Biomedical Imaging, Massachusetts General Hospital Harvard Medical School, MA 02129, USA
Med Image Anal 17:790-804. 2013
..The results demonstrate the performance, computational benefits, and potential of NAF for different image analysis applications. ..
- Vertebrae localization in pathological spine CT via dense classification from sparse annotations
Microsoft Research, Cambridge, UK
Med Image Comput Comput Assist Interv 16:262-70. 2013
..Quantitative evaluation is carried out with respect to localization errors and identification rates, and compared to a recently proposed method. Our approach is efficient and outperforms state-of-the-art on pathological cases...
- Shape-based hand recognition
BUSIM Laboratory, Bogazici University, Istanbul, Turkey
IEEE Trans Image Process 15:1803-15. 2006
..Both the classification and the verification performances are found to be very satisfactory as it was shown that, at least for groups of about five hundred subjects, hand-based recognition is a viable secure access control scheme...