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Mathematical statistics --- Biomathematics. Biometry. Biostatistics --- Physical methods for diagnosis --- Information systems --- Computer. Automation --- patroonherkenning --- beeldverwerking --- IR (information retrieval) --- factoranalyse --- bio-informatica --- radiologie --- medische informatica --- biometrie --- medische beeldvorming
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This volume of Springer’s Lecture Notes in Computer Science series records th the proceedings of the 8 International Workshop on Digital Mammography (IWDM), which was held in Manchester, UK, June 18–21, 2006. The meetings bring together a diverse set of researchers (physicists, mathematicians, computer scientists, engineers), clinicians (radiologists, surgeons) and representatives of industry, who are jointly committed to developing technology, not just for its own sake, but to support clinicians in the early detection and subsequent patient management of breast cancer. The conference series was initiated at a 1993 meeting of the SPIE in San Jose, with subsequent meetings hosted every two years by researchers around the world. Previous meetings were held in York, Chicago, Nijmegen, Toronto, Bremen, and North Carolina. It is interesting to reflect on the changes that have occurred during the past 13 years. Then, the dominant technology was ?lm-screen mammography; now it is full-field digital mammography. Then, there were few screening programmes world-wide; now there are many. Then, there was the hope that computer-aided detection (CAD) of early signs of cancer might be possible; now CAD is not only a reality but (more importantly) a commercially led clinical reality. Then, algorithmswerealmostentirelyheuristicwithlittleclinicalsupport;nowthereis arequirementforsubstantialclinicalsupportforanyalgorithmthatisdeveloped and published. However, upon reflection, could we have predicted with absolute certainty what would be the key questions to be addressed over the subsequent (say) six years? No! That is the nature, joy, and frustration of research. There are more blind alleys to explore than there are rich veins that bring gold (in all senses of that analogy!).
Breast --- Radiography, Medical --- Sein --- Radiography --- Congresses. --- Digital techniques --- Cancer --- Diagnosis --- Diagnostic --- Congrès --- Radiographic Image Enhancement --- Breast Neoplasms --- Radiographic Image Interpretation, Computer-Assisted --- Mammography --- Image Enhancement --- Image Interpretation, Computer-Assisted --- Neoplasms by Site --- Breast Diseases --- Diagnostic Imaging --- Photography --- Image Processing, Computer-Assisted --- Diagnosis, Computer-Assisted --- Skin Diseases --- Neoplasms --- Decision Making, Computer-Assisted --- Diseases --- Diagnostic Techniques and Procedures --- Skin and Connective Tissue Diseases --- Computing Methodologies --- Analytical, Diagnostic and Therapeutic Techniques and Equipment --- Information Science --- Medical Informatics Applications --- Medical Informatics --- Applied Physics --- Gynecology & Obstetrics --- Engineering & Applied Sciences --- Medicine --- Health & Biological Sciences --- Data processing --- Breasts --- Computer science. --- Health informatics. --- Radiology. --- Information storage and retrieval. --- Image processing. --- Pattern recognition. --- Bioinformatics. --- Computer Science. --- Image Processing and Computer Vision. --- Health Informatics. --- Imaging / Radiology. --- Information Storage and Retrieval. --- Pattern Recognition. --- Bio-informatics --- Biological informatics --- Biology --- Information science --- Computational biology --- Systems biology --- Design perception --- Pattern recognition --- Form perception --- Perception --- Figure-ground perception --- Pictorial data processing --- Picture processing --- Processing, Image --- Imaging systems --- Optical data processing --- Radiological physics --- Physics --- Radiation --- Clinical informatics --- Health informatics --- Medical information science --- Informatics --- Science --- Chest --- Large-breasted women --- Computer vision. --- Medical records --- Radiology, Medical. --- Information storage and retrieva. --- Optical pattern recognition. --- Data processing. --- Pattern perception --- Perceptrons --- Visual discrimination --- Clinical radiology --- Radiology, Medical --- Radiology (Medicine) --- Medical physics --- EHR systems --- EHR technology --- EHRs (Electronic health records) --- Electronic health records --- Electronic medical records --- EMR systems --- EMRs (Electronic medical records) --- Information storage and retrieval systems --- Machine vision --- Vision, Computer --- Artificial intelligence --- Image processing --- Pattern recognition systems --- Medical care --- Information storage and retrieval systems. --- Automatic data storage --- Automatic information retrieval --- Automation in documentation --- Computer-based information systems --- Data processing systems --- Data storage and retrieval systems --- Discovery systems, Information --- Information discovery systems --- Information processing systems --- Information retrieval systems --- Machine data storage and retrieval --- Mechanized information storage and retrieval systems --- Computer systems --- Electronic information resources --- Data libraries --- Digital libraries --- Information organization --- Information retrieval --- Optical data processing. --- Optical computing --- Visual data processing --- Bionics --- Electronic data processing --- Integrated optics --- Photonics --- Computers --- Optical equipment
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This volume of Springer's Lecture Notes in Computer Science series records th the proceedings of the 8 International Workshop on Digital Mammography (IWDM), which was held in Manchester, UK, June 18-21, 2006. The meetings bringtogetheradiversesetofresearchers(physicists,mathematicians,computer scientists, engineers), clinicians (radiologists, surgeons) and representatives of industry, who are jointly committed to developing technology, not just for its ownsake,but to supportclinicians inthe earlydetection andsubsequentpatient management of breast cancer. The conference series was initiated at a 1993 meeting of the SPIE in San Jose, with subsequent meetings hosted every two years by researchers around the world. Previous meetings were held in York, Chicago, Nijmegen, Toronto, Bremen, and North Carolina. It is interesting to re?ect on the changes that have occurred during the past 13 years. Then, the dominant technology was ?lm-screen mammography; now it is full-?eld digital mammography. Then, there were few screening programmes world-wide; now there are many. Then, there was the hope that computer-aided detection (CAD) of early signs of cancer might be possible; now CAD is not only a reality but (more importantly) a commercially led clinical reality. Then, algorithmswerealmostentirelyheuristicwithlittleclinicalsupport;nowthereis arequirementforsubstantialclinicalsupportforanyalgorithmthatisdeveloped and published. However, upon re?ection, could we have predicted with absolute certainty what would be the key questions to be addressed over the subsequent (say) six years? No! That is the nature, joy, and frustration of research. There are more blind alleys to explore than there are rich veins that bring gold (in all senses of that analogy!).
Mathematical statistics --- Biomathematics. Biometry. Biostatistics --- Physical methods for diagnosis --- Information systems --- Computer. Automation --- patroonherkenning --- beeldverwerking --- IR (information retrieval) --- factoranalyse --- bio-informatica --- radiologie --- medische informatica --- biometrie --- medische beeldvorming
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