Subclassification of follicular lymphomas by computerized image processing. 1989

N G Link, and B N Nathwani, and K Preston
Department of Electrical and Computer Engineering, Carnegie-Mellon University, Pittsburgh, Pennsylvania 15213.

Non-Hodgkin's lymphomas with a follicular pattern are subdivided on the basis of morphologic criteria into four subtypes. Each subtype has a distinctive natural history, response to therapy and survival, and precise histologic diagnosis is essential for optimal treatment. However, recent studies by a panel of seven expert hematopathologists showed that there was a 20% to 40% likelihood of disagreement in subtyping non-Hodgkin's follicular lymphomas; thus, the likelihood of a patient receiving inappropriate treatment is high. To resolve some of the problems relating to subjective morphologic diagnosis, we have continued to investigate the possibility of using computerized image analysis to perform automated subtyping of follicular lymphomas. In the portion of the study reported herein, a total of 37 cases were selected from the set subtyped by the panel of expert hematopathologists, and digitized images of slides from each case were processed by computer. The computer-generated subtypes were compared with those arrived at by the panel. For the cases analyzed, the computer subtyping was at least as good as, and in some instances superior to, that of most of the expert panelists.

UI MeSH Term Description Entries
D007091 Image Processing, Computer-Assisted A technique of inputting two-dimensional or three-dimensional images into a computer and then enhancing or analyzing the imagery into a form that is more useful to the human observer. Biomedical Image Processing,Computer-Assisted Image Processing,Digital Image Processing,Image Analysis, Computer-Assisted,Image Reconstruction,Medical Image Processing,Analysis, Computer-Assisted Image,Computer-Assisted Image Analysis,Computer Assisted Image Analysis,Computer Assisted Image Processing,Computer-Assisted Image Analyses,Image Analyses, Computer-Assisted,Image Analysis, Computer Assisted,Image Processing, Biomedical,Image Processing, Computer Assisted,Image Processing, Digital,Image Processing, Medical,Image Processings, Medical,Image Reconstructions,Medical Image Processings,Processing, Biomedical Image,Processing, Digital Image,Processing, Medical Image,Processings, Digital Image,Processings, Medical Image,Reconstruction, Image,Reconstructions, Image
D008228 Lymphoma, Non-Hodgkin Any of a group of malignant tumors of lymphoid tissue that differ from HODGKIN DISEASE, being more heterogeneous with respect to malignant cell lineage, clinical course, prognosis, and therapy. The only common feature among these tumors is the absence of giant REED-STERNBERG CELLS, a characteristic of Hodgkin's disease. Non-Hodgkin Lymphoma,Diffuse Mixed Small and Large Cell Lymphoma,Diffuse Mixed-Cell Lymphoma,Diffuse Small Cleaved-Cell Lymphoma,Diffuse Undifferentiated Lymphoma,Lymphatic Sarcoma,Lymphoma, Atypical Diffuse Small Lymphoid,Lymphoma, Diffuse,Lymphoma, Diffuse, Mixed Lymphocytic-Histiocytic,Lymphoma, High-Grade,Lymphoma, Intermediate-Grade,Lymphoma, Low-Grade,Lymphoma, Mixed,Lymphoma, Mixed Cell, Diffuse,Lymphoma, Mixed Lymphocytic-Histiocytic,Lymphoma, Mixed Small and Large Cell, Diffuse,Lymphoma, Mixed-Cell,Lymphoma, Mixed-Cell, Diffuse,Lymphoma, Non-Hodgkin's,Lymphoma, Non-Hodgkin, Familial,Lymphoma, Non-Hodgkins,Lymphoma, Nonhodgkin's,Lymphoma, Nonhodgkins,Lymphoma, Pleomorphic,Lymphoma, Small Cleaved Cell, Diffuse,Lymphoma, Small Cleaved-Cell, Diffuse,Lymphoma, Small Non-Cleaved-Cell,Lymphoma, Small Noncleaved-Cell,Lymphoma, Small and Large Cleaved-Cell, Diffuse,Lymphoma, Undifferentiated,Lymphoma, Undifferentiated, Diffuse,Lymphosarcoma,Mixed Small and Large Cell Lymphoma, Diffuse,Mixed-Cell Lymphoma,Mixed-Cell Lymphoma, Diffuse,Non-Hodgkin's Lymphoma,Reticulosarcoma,Reticulum Cell Sarcoma,Reticulum-Cell Sarcoma,Sarcoma, Lymphatic,Sarcoma, Reticulum-Cell,Small Cleaved-Cell Lymphoma, Diffuse,Small Non-Cleaved-Cell Lymphoma,Small Noncleaved-Cell Lymphoma,Undifferentiated Lymphoma,Diffuse Lymphoma,Diffuse Lymphomas,Diffuse Mixed Cell Lymphoma,Diffuse Mixed-Cell Lymphomas,Diffuse Small Cleaved Cell Lymphoma,Diffuse Undifferentiated Lymphomas,High-Grade Lymphoma,High-Grade Lymphomas,Intermediate-Grade Lymphoma,Intermediate-Grade Lymphomas,Low-Grade Lymphoma,Low-Grade Lymphomas,Lymphatic Sarcomas,Lymphocytic-Histiocytic Lymphoma, Mixed,Lymphocytic-Histiocytic Lymphomas, Mixed,Lymphoma, Diffuse Mixed-Cell,Lymphoma, Diffuse Undifferentiated,Lymphoma, High Grade,Lymphoma, Intermediate Grade,Lymphoma, Low Grade,Lymphoma, Mixed Cell,Lymphoma, Mixed Lymphocytic Histiocytic,Lymphoma, Non Hodgkin,Lymphoma, Non Hodgkin's,Lymphoma, Non Hodgkins,Lymphoma, Nonhodgkin,Lymphoma, Small Non Cleaved Cell,Lymphoma, Small Noncleaved Cell,Lymphosarcomas,Mixed Cell Lymphoma,Mixed Cell Lymphoma, Diffuse,Mixed Lymphocytic-Histiocytic Lymphoma,Mixed Lymphocytic-Histiocytic Lymphomas,Mixed Lymphoma,Mixed Lymphomas,Mixed-Cell Lymphomas,Non Hodgkin Lymphoma,Non Hodgkin's Lymphoma,Non-Cleaved-Cell Lymphoma, Small,Non-Hodgkins Lymphoma,Noncleaved-Cell Lymphoma, Small,Nonhodgkin's Lymphoma,Nonhodgkins Lymphoma,Pleomorphic Lymphoma,Pleomorphic Lymphomas,Reticulosarcomas,Reticulum Cell Sarcomas,Reticulum-Cell Sarcomas,Sarcoma, Reticulum Cell,Small Cleaved Cell Lymphoma, Diffuse,Small Non Cleaved Cell Lymphoma,Small Non-Cleaved-Cell Lymphomas,Small Noncleaved Cell Lymphoma,Small Noncleaved-Cell Lymphomas,Undifferentiated Lymphoma, Diffuse,Undifferentiated Lymphomas
D008875 Middle Aged An adult aged 45 - 64 years. Middle Age
D006801 Humans Members of the species Homo sapiens. Homo sapiens,Man (Taxonomy),Human,Man, Modern,Modern Man
D000328 Adult A person having attained full growth or maturity. Adults are of 19 through 44 years of age. For a person between 19 and 24 years of age, YOUNG ADULT is available. Adults
D000368 Aged A person 65 years of age or older. For a person older than 79 years, AGED, 80 AND OVER is available. Elderly
D000369 Aged, 80 and over Persons 80 years of age and older. Oldest Old

Related Publications

N G Link, and B N Nathwani, and K Preston
March 1987, Human pathology,
N G Link, and B N Nathwani, and K Preston
January 1988, Computer methods and programs in biomedicine,
N G Link, and B N Nathwani, and K Preston
January 1983, Hematological oncology,
N G Link, and B N Nathwani, and K Preston
April 1988, Journal of neuroscience methods,
N G Link, and B N Nathwani, and K Preston
March 1987, The Journal of surgical research,
N G Link, and B N Nathwani, and K Preston
January 2018, International journal of clinical and experimental pathology,
N G Link, and B N Nathwani, and K Preston
September 1979, Cell biophysics,
N G Link, and B N Nathwani, and K Preston
February 1990, The Journal of investigative dermatology,
N G Link, and B N Nathwani, and K Preston
March 1992, Journal of radiation research,
N G Link, and B N Nathwani, and K Preston
May 2016, Methods of information in medicine,
Copied contents to your clipboard!