CBMS 2009 - IEEE CBMS 2009: KNOWLEDGE DISCOVERY AND DECISION SYSTEMS IN BIOMEDICINE (KDDSB09)
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Website http://cvial.ece.ttu.edu/cbms2009 |
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Category CBMS 2009
Deadline: April 01, 2009 | Date: August 03, 2009
Venue/Country: New Mexico, U.S.A
Updated: 2010-06-04 19:32:22 (GMT+9)
Call For Papers - CFP
KDDSB09: Special Track on Knowledge Discovery and DecisionSystems in Biomedicine (http://www.unicampus.it/KDDSB09/)at IEEE CBMS 2009: 22th IEEE International Symposium onCOMPUTER-BASED MEDICAL SYSTEMSAugust 3-4, 2009, Albuquerque, New Mexico, USAThe vast amount of data generated by biomedical devices orretrieved from archives motivates the development of tools thatare able to effectively and efficiently handle, analyse andmake use of this data.On the one side, data mining has become a popular and effective wayof discovering new knowledge from large and complex data sets, andparticularly, medical data sets. Advances in data mining research andtechnology have made it possible to solve many interesting problems inmedical diagnostics and healthcare.On the other side, computer-based systems supporting the medical decisionshave attracted many research efforts. These systems can pursue different objectives,such as pre-selecting the cases to be examined, serving as a second reader orworking as a tool for training and education of specialized medical personnel.Currently, the development of versatile systems applicable to different workingscenarios is a major issue. Indeed, they call for careful design of data processingmethods as wells as the definition of decision rules. To the same extent, thedefinition of performance evaluation criteria is mandatory to ensure that suchsystems work safely and profitably.This special track aims at bringing together researchers in the multi-disciplinaryarea of knowledge discovery and computer-based decision systems in biomedicine,and at providing a forum for the presentation and discussion of their researchactivities. Engineers, scientists, psychologists, clinicians and computer andcognitive scientists, as well as research project managers involved in suchbiomedical projects are encouraged to submit papers to this special track.TOPICS OF INTERESTThe topics of interest include but are not limited to:- Classification, clustering and association analysis for biomedicine- Recognition and biomedical imaging for knowledge discovery and decision support- Feature extraction, selection and transformation for biomedical data- Computer aided diagnosis- Decision support systems in biomedicine- Diagnostic systems based on information fusion- Data streams and longitudinal data analysis- Mining biomedical data with time- and context-changing patterns and data distributions- Mining complex heterogeneous biomedical data including signals, images, clinical data,genomic and proteomic data- Retrieval of complex biomedical data- Performance evaluation, ROC curve, accuracy measure and assessment, error cost analysisand risk minimization- Cost-sensitive data mining- Visualization, evaluation and interpretation of data mining results- Visualization of clinical data and visual data mining- Knowledge-driven data mining approaches- Case studies based on large medical databases- Machine learning and data mining tools in medical applications- Knowledge Discovery for personalisation and adaptation of medical information systems and services- Medical knowledge elicitation, representation and integration in computer-based medical systemsIMPORTANT DATESPaper submission due: April 1, 2009.Notification of acceptance: May 25, 2009.Camera ready papers: June 21, 2009.Pre-registration deadline: June 21, 2009.CBMS 2009 Symposium: August 3-4, 2009.PAPER SUBMISSION AND PUBLICATIONSubmitted papers have to be original, containing new andoriginal results. Electronic manuscripts (PDF file of at mostsix Letter-size pages in the IEEE CS Press 8.5x11-inch 2-columnformat that is available atftp://pubftp.computer.org/press/outgoing/proceedings/8.5x11%20-%20Formatting%20files/)should be submitted via the EasyChair(http://www.easychair.org/conferences/?conf=ieeecbms2009) websubmission system (please select Special Track on KnowledgeDiscovery and Decision Systems in Biomedicine).TRACK CHAIRSMykola Pechenizkiy Eindhoven University of Technology, the NetherlandsSeppo Puuronen University of Jyvaskyla, FinlandPaolo SodaUniversity Campus Bio-Medico di Roma, ItalyFrancesco TortorellaUniversity degli Studi di Cassino, ItalyAlexey Tsymbal Siemens AG, GermanyFor further questions please contact Mykola Pechenizkiy(m.pechenizkiytue.nl) or Paolo Soda (p.sodaunicampus.it)
Keywords: Accepted papers list. Acceptance Rate. EI Compendex. Engineering Index. ISTP index. ISI index. Impact Factor.
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