Schlagworte:
- Classification
- clinical data
- clinical data analysis
- computer-aided diagnosis
- Content-based image retrieval
- data mining
- Diagnostic aid
- High-resolution lung CT
- information fusion
- interstitial lung diseases
- Lung image analysis
- Lung image retrieval
- lung tissue classification
- machine learning
- Medical image analysis and retrieval
- multidimensional image data analysis
- Multimodal information retrieval and information fusion
- nosocomial infection
- support vector machines
- texture classification
Publikationen von Gilles Cohen
2010
| , , , und , Asymmetric margin support vector machines for lung tissue classification, in: IEEE International Joint Conference on Neural Networks (IJCNN), Barcelona, Spain, Seiten 1--8, 2010 |
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, , , , , , und , Comparative Performance Analysis of State-of-the-Art Classification Algorithms Applied to Lung Tissue Categorization (2010), in: Journal of Digital Imaging, 23:1(18-30)
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| , , , , , und , Fusing visual and clinical information for lung tissue classification in high-resolution computed tomography (2010), in: Artificial Intelligence in Medicine, 50:1(13--21) |
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| , , , , , und , Measuring the effectiveness of hospital-acquired infection prevention, in: Medinfo 2010, Cape Town, South Africa, Seiten 764-768, IOS Press, 2010 |
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2009
, , , , und , Clinical Data Mining: a Review (2009), in: Yearbook of Medical Informatics(121-133)
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| , , , und , Nosocomial Infection Case Reporting using Fisher's Linear Discriminant Algorithm, in: HEALTHINF 2009, Seiten 317-322, 2009 |
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2008
| , , , , , , und , A classification framework for lung tissue categorization, in: SPIE Medical Imaging, Seiten 69190C-69190C-12, 2008 |
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| , , , , und , Computer-aided diagnostic for interstitial lung diseases in HRCT: the TALISMAN project, in: Swiss Conference on Medical Informatics, 2008 |
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| , , , , und , Lung Tissue Classification in HRCT data Integrating the Clinical Context, in: 21th IEEE Symposium on Computer-Based Medical Systems (CBMS), Seiten 542-547, 2008 |
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| , , , , und , Minimal Set of Attributes Required to Report Hospital-Acquired Infection Cases, in: IDAMAP 2008 - Workshop on Intelligent Data Analysis in Biomedicine and Pharmacology, Washington DC, Seiten 23-28, 2008 |
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2005
| , , , , und , Automatic abnormal region detection in lung CT images for visual retrieval (2005), in: Swiss Medical Informatics, 57(2-6) |
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| , , und , Lung CT analysis and retrieval as a diagnostic aid, in: Proceedings of the Medical Informatics Europe Conference (MIE 2005), Seiten 453-458, 2005 |
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| , , , und , Report on the TREC 2005 Experiment: Genomics Track., in: TREC, 2005 |
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2004
| , , , , , , und , Report on the TREC 2003 Experiment: Genomic Track, in: Proceedings of the 2003 Text REtrieval Conference (TREC), Seiten 756-761, 2004 |
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