Image segmentation with implicit color standardization using cascaded EM: Detection of myelodysplastic syndromes

Proceedings - International Symposium on Biomedical Imaging

Volumn , Issue , 2012, Pages 740-743

  Monaco, James ^a   Raess, Philipp ^b   Chawla, Ronak ^a   Bagg, Adam ^b   Weiss, Mitchell ^c   Choi, John ^c   Madabhushi, Anant ^a  

^a RUTGERS UNIVERSITY   (United States)

^b UNIVERSITY OF PENNSYLVANIA   (United States)

^c CHILDREN S HOSPITAL OF PHILADELPHIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ANECDOTAL EVIDENCES; BONE MARROW; CLASSIFICATION SYSTEM; COLOR CONSTANCY; COLOR PROPERTIES; COLOR SEGMENTATION; COMPUTERIZED ANALYSIS; COMPUTERIZED SYSTEMS; DATA SETS; EXPECTATION-MAXIMIZATION ALGORITHMS; HISTOLOGICAL ANALYSIS; HISTOLOGICAL IMAGES; NORMAL TISSUE; RECEIVER OPERATOR CHARACTERISTIC CURVES; RED BLOOD CELL; SALIENT OBJECTS; SEGMENTATION SCHEME; VON MISES DISTRIBUTION;

ALGORITHMS; CLASSIFICATION (OF INFORMATION); COLOR; COLOR COMPUTER GRAPHICS; MEDICAL IMAGING; PROBABILITY DENSITY FUNCTION; SPEECH RECOGNITION; TISSUE;

IMAGE SEGMENTATION;

EID: 84864833472     PISSN: 19457928     EISSN: 19458452     Source Type: Conference Proceeding    
DOI: 10.1109/ISBI.2012.6235654     Document Type: Conference Paper

References (4)

1. G Finlayson et al., "Color by correlation: A simple, unifying framework for color constancy," PAMI, vol. 23, pp. 1209-1221, 2001.
2. A Madabhushi et al., "Comparing mr image intensity standardization against tissue characterizability of magnetization transfer ratio imaging," JMagn Reson Imag, vol. 24, pp. 667-675, 2006.
3. A Dempster et al., "Maximum likelihood from incomplete data via the em algorithm," J Roy Stat Soc, vol. 39, pp. 1-38, 1977.
4. K Foucar, Bone Marrow Pathology, ASCP Press, 2001.