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DOI: 10.1055/s-0038-1638744
Sensors, Medical Images and Signal Processing:
The Growth of Clinicians’ ExpectationsCorrespondence to
Publication History
Publication Date:
06 March 2018 (online)
Summary
Objectives
To summarize excellent research in the field of medical sensor, signal and imaging informatics published in the year 2010.
Method
Synopsis of the articles selected for the IMIA (International Medical Informatics Association) Yearbook 2011.
Results
Current research in the field of sensors, signal, and imaging informatics is characterized by theoretically sound techniques and evaluations with focus in imaging informatics. When compared to research on sensors and signals, imaging research represent the majority of published papers in 2010. Research published in 2010 was characterized by an increased participation of the clinicians in the study design, implementation and validation of computerized diagnosis aid tools.
Conclusions
The best paper selection of articles on sensors, signal, and imaging informatics shows examples of excellent research on methods concerning theoretically sound original development in this field.
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Keywords
Medical informatics - International Medical Informatics Association - yearbook - image processing - signal processing - medical sensors
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References
- 1 Quellec G, Lamard M, Bekri L, Cazuguel G, Roux C, Cochener B. Medical case retrieval from a committee of decision trees. IEEE Trans Inf Technol Biomed 2010; 14 (05) 1227-35.
- 2 Guo D, Zhang D, Li N, Zhang L, Yang J. A Novel Breath Analysis System Based on Electronic Olfaction. IEEE Trans Biomed Eng 2010; 57 (11) 2753-63.
- 3 Tourassi GD, Mazurowski MA, Harrawood BP, Krupinski EA. Exploring the potential of contextsensitive CADe in screening mammography. Med Phys 2010; 37 (11) 5728-36.
- 4 Mazurowski MA, Baker JA, Barnhart HX, Tourassi GD. Individualized computer-aided education in mammography based on user modeling: concept and preliminary experiments. Med Phys 2010; 37 (03) 1152-60.
- 5 Oh JH, Yang Y, El Naqa I. Adaptive learning for relevance feedback: application to digital mammography. Med Phys 2010; 37 (08) 4432-44.
- 6 Depeursinge A, Vargas A, Platon A, Geissbuhler A, Poletti PA, Müller H. Case-based lung image categorization and retrieval for interstitial lung diseases: clinical workflows. Int J Comput Assist Radiol Surg. in press 2011
- 7 Lee SH, Kim JH, Cho N, Park JS, Yang Z, Jung YS. et al. Multilevel analysis of spatiotemporal association features for differentiation of tumor enhancement patterns in breast DCE-MRI. Med Phys 2010; 37 (08) 3940-56.
- 8 Zhang H, Wahle A, Johnson RK, Scholz TD, Sonka M. 4-D cardiac MR image analysis: left and right ventricular morphology and function. IEEE Trans Med Imaging 2010; 29 (02) 350-64.
- 9 Alberich-Bayarri A, Marti-Bonmati L, Angeles MPérez, Sanz-Requena R, Lerma-Garrido JJ, García-Martí G. et al. Assessment of 2D and 3D fractal dimension measurements of trabecular bone from high-spatial resolution magnetic resonance images at 3 T. Med Phys 2010; 37 (09) 4930-7.
- 10 Bashar MK, Kitasaka T, Suenaga Y, Mekada Y, Mori K. Automatic detection of informative frames from wireless capsule endoscopy images. Med Image Anal 2010; 14 (03) 449-70.
- 11 López G, Custodio V, Moreno JI. LOBIN: Etextile and wireless-sensor-network-based platform for healthcare monitoring in future hospital environments. IEEE Trans Inf Technol Biomed 2010; 14 (06) 1446-58.
- 12 Setz C, Arnrich B, Schumm J, La RMarca, Tröster G, Ehlert U. Discriminating stress from cognitive load using a wearable EDA device. IEEE Trans Inf Technol Biomed 2010; 14 (02) 410-7.
- 13 Shu L, Hua T, Wang Y, Qiao QLi, Feng DD, Tao X. In-shoe plantar pressure measurement and analysis system based on fabric pressure sensing array. IEEE Trans Inf Technol Biomed 2010; 14 (03) 767-75.
- 14 Naik GR, Kumar DK. Jayadeva Twin SVM for gesture classif ication using the surface electromyogram. IEEE Trans Inf Technol Biomed 2010; 14 (02) 301-8.
- 15 SzczypiDski PM, Sriram RD, Sriram PV, Reddy DN. A model of deformable rings for interpretation of wireless capsule endoscopic video. Med Image Anal. 13. 02 312-24 2009
- 16 Jayadeva Khemchandani R, Chandra S. Twin Support Vector Machines for pattern classification. IEEE Trans Pattern Anal Mach Intell 2007; 29 (05) 905-10.
- 17 Mitchell SC, Lelieveldt BP, van der Geest RJ, Bosch HG, Reiber JH, Sonka M. Multistage hybrid active appearance model matching: segmentation of left and right ventricles in cardiac MR images. IEEE Trans Med Imaging 2001; 20 (05) 415-23.
- 18 Müller H, Michoux N, Bandon D, Geissbuhler A. A review of content-based image retrieval systems in medicine – clinical benefits and future directions. Int J Med Inform 2004; 73: 1-23.
Correspondence to
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References
- 1 Quellec G, Lamard M, Bekri L, Cazuguel G, Roux C, Cochener B. Medical case retrieval from a committee of decision trees. IEEE Trans Inf Technol Biomed 2010; 14 (05) 1227-35.
- 2 Guo D, Zhang D, Li N, Zhang L, Yang J. A Novel Breath Analysis System Based on Electronic Olfaction. IEEE Trans Biomed Eng 2010; 57 (11) 2753-63.
- 3 Tourassi GD, Mazurowski MA, Harrawood BP, Krupinski EA. Exploring the potential of contextsensitive CADe in screening mammography. Med Phys 2010; 37 (11) 5728-36.
- 4 Mazurowski MA, Baker JA, Barnhart HX, Tourassi GD. Individualized computer-aided education in mammography based on user modeling: concept and preliminary experiments. Med Phys 2010; 37 (03) 1152-60.
- 5 Oh JH, Yang Y, El Naqa I. Adaptive learning for relevance feedback: application to digital mammography. Med Phys 2010; 37 (08) 4432-44.
- 6 Depeursinge A, Vargas A, Platon A, Geissbuhler A, Poletti PA, Müller H. Case-based lung image categorization and retrieval for interstitial lung diseases: clinical workflows. Int J Comput Assist Radiol Surg. in press 2011
- 7 Lee SH, Kim JH, Cho N, Park JS, Yang Z, Jung YS. et al. Multilevel analysis of spatiotemporal association features for differentiation of tumor enhancement patterns in breast DCE-MRI. Med Phys 2010; 37 (08) 3940-56.
- 8 Zhang H, Wahle A, Johnson RK, Scholz TD, Sonka M. 4-D cardiac MR image analysis: left and right ventricular morphology and function. IEEE Trans Med Imaging 2010; 29 (02) 350-64.
- 9 Alberich-Bayarri A, Marti-Bonmati L, Angeles MPérez, Sanz-Requena R, Lerma-Garrido JJ, García-Martí G. et al. Assessment of 2D and 3D fractal dimension measurements of trabecular bone from high-spatial resolution magnetic resonance images at 3 T. Med Phys 2010; 37 (09) 4930-7.
- 10 Bashar MK, Kitasaka T, Suenaga Y, Mekada Y, Mori K. Automatic detection of informative frames from wireless capsule endoscopy images. Med Image Anal 2010; 14 (03) 449-70.
- 11 López G, Custodio V, Moreno JI. LOBIN: Etextile and wireless-sensor-network-based platform for healthcare monitoring in future hospital environments. IEEE Trans Inf Technol Biomed 2010; 14 (06) 1446-58.
- 12 Setz C, Arnrich B, Schumm J, La RMarca, Tröster G, Ehlert U. Discriminating stress from cognitive load using a wearable EDA device. IEEE Trans Inf Technol Biomed 2010; 14 (02) 410-7.
- 13 Shu L, Hua T, Wang Y, Qiao QLi, Feng DD, Tao X. In-shoe plantar pressure measurement and analysis system based on fabric pressure sensing array. IEEE Trans Inf Technol Biomed 2010; 14 (03) 767-75.
- 14 Naik GR, Kumar DK. Jayadeva Twin SVM for gesture classif ication using the surface electromyogram. IEEE Trans Inf Technol Biomed 2010; 14 (02) 301-8.
- 15 SzczypiDski PM, Sriram RD, Sriram PV, Reddy DN. A model of deformable rings for interpretation of wireless capsule endoscopic video. Med Image Anal. 13. 02 312-24 2009
- 16 Jayadeva Khemchandani R, Chandra S. Twin Support Vector Machines for pattern classification. IEEE Trans Pattern Anal Mach Intell 2007; 29 (05) 905-10.
- 17 Mitchell SC, Lelieveldt BP, van der Geest RJ, Bosch HG, Reiber JH, Sonka M. Multistage hybrid active appearance model matching: segmentation of left and right ventricles in cardiac MR images. IEEE Trans Med Imaging 2001; 20 (05) 415-23.
- 18 Müller H, Michoux N, Bandon D, Geissbuhler A. A review of content-based image retrieval systems in medicine – clinical benefits and future directions. Int J Med Inform 2004; 73: 1-23.