Keywords:
- 3D information retrieval
- Biological tissue
- case-based retrieval
- clinical data
- clinical data analysis
- computer-aided diagnosis
- computerised tomography
- Discrete wavelet transform
- feature extraction
- High-resolution lung CT
- image classif
- Image databases
- image retrieval
- information fusion
- interstitial lung diseases
- lung
- Lung graph model
- Lung image
- Lung image analysis
- Lung image retrieval
- lung tissue classification
- machine learning
- medical image analysis
- Medical image analysis and retrieval
- multidimensional image data analysis
- multimedia library
- Multimodal information retrieval and information fusion
- Pulmonary embolism
- Pulmonary hypertension
- retrieval
- support vector machines
- test collection
- test collection creation including signals and images
- texture analysis
- texture classification
- visual information retrieval
Publications of Pierre-Alexandre Poletti
2020
, , , , , and , A lung graph model for the radiological assessment of chronic thromboembolic pulmonary hypertension in CT (2020), in: Computers in Biology and Medicine(103962)
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2019
| , , and , A Graph Model of the Lungs with Morphology-based Structure for Tuberculosis Type Classification, in: The 26th International Conference on Information Processing in Medical Imaging (IPMI), 2019 |
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2018
| , , , , and , An Automatically Generated Texture-based Atlas of the Lungs, in: SPIE Medical Imaging, SPIE, 2018 |
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| , , , and , From Local to Global: A Holistic Lung Graph Model, in: MICCAI 2018, Granada, Spain, 2018 |
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2017
, , , and , 3-D Solid Texture Classification Using Locally-Oriented Wavelet Transforms (2017), in: IEEE Transactions on Image Processing, 26:4(1899-1910)
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2016
| , , , , , and , A Lung Graph-Model for Pulmonary Hypertension and Pulmonary Embolism Detection on DECT images, in: MICCAI Workshop on Medical Computer Vision: Algorithms for Big Data, pages 58-68, 2016 |
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2015
| , , , , and , Pulmonary Embolism Detection using Localized Vessel-Based Features in Dual Energy CT, in: SPIE Medical Imaging, pages 941407-941407-10, SPIE, 2015 |
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2013
| , , , , and , Benefits of texture analysis of dual energy CT for computer-aided pulmonary embolism detection, in: The 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2013), Osaka, Japan, pages 3973-3976, 2013 |
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| , , , , , and , Rotation-covariant texture analysis of 4D dual-energy CT as an indicator of local pulmonary perfusion, in: IEEE 10th International Symposium on Biomedical Imaging, San Francisco, CA, USA, pages 149-152, IEEE, 2013 |
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| , , , , and , Texture Quantification in 4D Dual Energy CT for Pulmonary Embolism Diagnosis, in: MICCAI workshop MCBR-CDS 2012, Nice, France, pages 45-56, 2013 |
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2012
, , , , and , Building a Reference Multimedia Database for Interstitial Lung Diseases (2012), in: Computerized Medical Imaging and Graphics, 36:3(227-238)
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, , , , , and , Case-based lung image categorization and retrieval for interstitial lung diseases: clinical workflows (2012), in: International Journal of Computer Assisted Radiology and Surgery, 7:1(97-110)
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, , , , and , Near–Affine–Invariant Texture Learning for Lung Tissue Analysis Using Isotropic Wavelet Frames (2012), in: IEEE Transactions on Information Technology in BioMedicine, 16:4(665-675)
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2010
| , , , , and , 3D Case–Based Retrieval for Interstitial Lung Diseases, in: MCBR-CDS 2009: Medical Content-based Retrieval for Clinical Decision Support, London, UK, pages 39--48, Springer, 2010 |
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, , , , , , and , 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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| , , , , , and , Content-based retrieval and analysis of HRCT images from patients with interstitial lung diseases: a comprehesive diagnostic aid framework, in: Computer Assited Radiology and Surgery (CARS) 2010, Geneva, Switzerland, 2010 |
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| , , , , , and , 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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2009
| , , , , and , A multimedia library of interstitial lung diseases at the University Hospitals of Geneva, in: Swiss Society of Radiology (SSR 2009), 2009 |
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| , , , , and , Content-based retrieval and analysis of HRCT images from patients with interstitial lung diseases, in: HUG Research Day 2009, 2009 |
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2008
| , , , , , , and , A classification framework for lung tissue categorization, in: SPIE Medical Imaging, pages 69190C-69190C-12, 2008 |
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| , , , , , and , A framework for diagnosing interstitial lung diseases in HRCT : the TALISMAN project (2008), in: Swiss Medical Informatics, 64(17-20) |
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| , , , , and , Computer-aided diagnostic for interstitial lung diseases in HRCT: the TALISMAN project, in: Swiss Conference on Medical Informatics, 2008 |
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| , , , , and , Lung Tissue Classification in HRCT data Integrating the Clinical Context, in: 21th IEEE Symposium on Computer-Based Medical Systems (CBMS), pages 542-547, 2008 |
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2007
| , , , and , Computerized assistance for diagnosing interstitial lung disease in emergency radiology, in: Proceedings of the annual congress of the Swiss society of radiology, 2007 |
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| , , , , and , Image-based diagnostic aid for interstitial lung disease with secondary data integration, in: SPIE Medical Imaging, 2007 |
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| , , , , , and , Lung Tissue Classification Using Wavelet Frames, in: Proceedings of International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2007 |
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2006
| , , , , and , Building a library of annotated pulmonary CT cases for diagnostic aid, in: Swiss conference on medical informatics (SSIM 2006), 2006 |
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| , , , and , Putting the image into perspective: The need for domain knowledge when performing image-based diagnostic aid, in: Swiss conference on medical informatics (SSIM 2006), 2006 |
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2005
| , , , , and , Automatic abnormal region detection in lung CT images for visual retrieval (2005), in: Swiss Medical Informatics, 57(2-6) |
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