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Application of Video Technologies and Pattern Recognition in Medicine

Application of Video Technologies and Pattern Recognition in Medicine. Presented by I . V .  Zhukov. Russian Federal Nuclear Center - All-Russia Scientific-Research Institute of Experimental Physics. Institute of Nuclear and Radiation Physics. Nuclear energy safety & security.

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Application of Video Technologies and Pattern Recognition in Medicine

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  1. Applicationof Video Technologiesand Pattern Recognitionin Medicine Presented by I.V. Zhukov Russian Federal Nuclear Center - All-Russia Scientific-Research Institute of Experimental Physics Institute of Nuclear and Radiation Physics ADMIRE-P at Med-e-Tel 2005 April 6-8, 2005

  2. Nuclear energy safety & security Fundamental research Gas dynamics & explosion physics Theoretical studies & numerical simulations Advanced technologies & Materials Information technologies High energy density physics High power laser physics ADMIRE-P at Med-e-Tel 2005 April 6-8, 2005

  3. Intelligent Video Systems and Image Processing Laboratory (VIP Lab, since 1973) nuclear and laser physics experimental images processing image processing algorithms and software development specialized hardware development and perfection video surveillance for nuclear materials safety and security utilitarian video processing algorithms (object tracking, event detection, scene analysis, spatial measurements, features extraction) ADMIRE-P at Med-e-Tel 2005 April 6-8, 2005

  4. CBIR (Content-Based Image Retrieval) software tools and demo applications developed within ISTC Project #2191. IST FP6 Call 5 proposal Technological basis: • SVS (Smart Vision Sensor) pre-project research IST FP6 Call 5 proposal ADMIRE-P at Med-e-Tel 2005 April 6-8, 2005

  5. CBIR – what is it? Search for images similar to given sample image, based on generic image content features (not on textual descriptors!) The same for objects on images or groups (ensembles) of objects. Features characterize SHAPE + COLOR + TEXTURE. Applicable to retrieval from Databases of specific medical images ADMIRE-P at Med-e-Tel 2005 April 6-8, 2005

  6. CBIR Retrieval example ADMIRE-P at Med-e-Tel 2005 April 6-8, 2005

  7. SVS – what is it? Portable camera with embedded powerful image processing capabilities Re-configurable to run any applied image processing task Applicable to remote medical intelligent imaging ADMIRE-P at Med-e-Tel 2005 April 6-8, 2005

  8. ADMIRE-P at Med-e-Tel 2005 April 6-8, 2005

  9. CBIR application ADMIRE-P at Med-e-Tel 2005 April 6-8, 2005

  10. CBIR in combination with SVS application ADMIRE-P at Med-e-Tel 2005 April 6-8, 2005

  11. Similar epicrisis can be easily retrieved accompanied by desired metadata (treatment course, therapy results, etc.) CBIR retrieval based on Integrated biomedical data (not only images) is similar to diagnostics SVS allows Visual and other data acquisition and features calculation to form query for search just at patient location (remotely) Retrieved data delivered toa patient and/or a doctor (as assigned) Local (at medical institution) intelligent imaging, like chromosome analysis, blood cells, eyes tracking (including saccadic), etc. Innovative aspects ADMIRE-P at Med-e-Tel 2005 April 6-8, 2005

  12. SVS for broad application (hardware and software development) • CBIR tools and applications development • Medical applications based on CBIR and SVS Partner expertise required Project idea • Medical Imaging and image processing • Medical images archiving and treatment (Databases) • Mobile networking • Internet-based services and applications ADMIRE-P at Med-e-Tel 2005 April 6-8, 2005

  13. Contact Igor V. Zhukov 007 83130 44466 zhukov@vniief.ru ADMIRE-P at Med-e-Tel 2005 April 6-8, 2005

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