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Items: 1 to 20 of 123

1.

Feature-based image patch approximation for lung tissue classification.

Song Y, Cai W, Zhou Y, Feng DD.

IEEE Trans Med Imaging. 2013 Apr;32(4):797-808. doi: 10.1109/TMI.2013.2241448. Epub 2013 Jan 18.

PMID:
23340591
2.

Lung image patch classification with automatic feature learning.

Li Q, Cai W, Feng DD.

Conf Proc IEEE Eng Med Biol Soc. 2013;2013:6079-82. doi: 10.1109/EMBC.2013.6610939.

PMID:
24111126
3.

Classification of interstitial lung disease patterns using local DCT features and random forest.

Anthimopoulos M, Christodoulidis S, Christe A, Mougiakakou S.

Conf Proc IEEE Eng Med Biol Soc. 2014;2014:6040-3. doi: 10.1109/EMBC.2014.6945006.

PMID:
25571374
4.

Locality-constrained Subcluster Representation Ensemble for lung image classification.

Song Y, Cai W, Huang H, Zhou Y, Wang Y, Feng DD.

Med Image Anal. 2015 May;22(1):102-13. doi: 10.1016/j.media.2015.03.003. Epub 2015 Mar 24.

PMID:
25839422
5.

Performance of topological texture features to classify fibrotic interstitial lung disease patterns.

Huber MB, Nagarajan MB, Leinsinger G, Eibel R, Ray LA, Wismüller A.

Med Phys. 2011 Apr;38(4):2035-44.

PMID:
21626936
6.

Near-affine-invariant texture learning for lung tissue analysis using isotropic wavelet frames.

Depeursinge A, Van de Ville D, Platon A, Geissbuhler A, Poletti PA, Müller H.

IEEE Trans Inf Technol Biomed. 2012 Jul;16(4):665-75. doi: 10.1109/TITB.2012.2198829. Epub 2012 May 11.

PMID:
22588617
7.

Large Margin Local Estimate With Applications to Medical Image Classification.

Song Y, Cai W, Huang H, Zhou Y, Feng DD, Yue Wang, Fulham MJ, Chen M.

IEEE Trans Med Imaging. 2015 Jun;34(6):1362-77. doi: 10.1109/TMI.2015.2393954. Epub 2015 Jan 19.

PMID:
25616009
8.

Large margin aggregation of local estimates for medical image classification.

Song Y, Cail W, Huang H, Zhou Y, Feng DD, Chen M.

Med Image Comput Comput Assist Interv. 2014;17(Pt 2):196-203.

PMID:
25485379
9.

Lung nodule classification with multilevel patch-based context analysis.

Zhang F, Song Y, Cai W, Lee MZ, Zhou Y, Huang H, Shan S, Fulham MJ, Feng DD.

IEEE Trans Biomed Eng. 2014 Apr;61(4):1155-66. doi: 10.1109/TBME.2013.2295593.

PMID:
24658240
10.

Enhanced Classification of Interstitial Lung Disease Patterns in HRCT Images Using Differential Lacunarity.

Vasconcelos V, Barroso J, Marques L, Silva JS.

Biomed Res Int. 2015;2015:672520. doi: 10.1155/2015/672520. Epub 2015 Dec 22.

11.

Lung tissue classification using wavelet frames.

Depeursinge A, Sage D, Hidki A, Platon A, Poletti PA, Unser M, Müller H.

Conf Proc IEEE Eng Med Biol Soc. 2007;2007:6260-3.

PMID:
18003452
12.

Recognizing common CT imaging signs of lung diseases through a new feature selection method based on Fisher criterion and genetic optimization.

Liu X, Ma L, Song L, Zhao Y, Zhao X, Zhou C.

IEEE J Biomed Health Inform. 2015 Mar;19(2):635-47. doi: 10.1109/JBHI.2014.2327811. Epub 2014 Jun 2.

PMID:
25486652
13.

Building a reference multimedia database for interstitial lung diseases.

Depeursinge A, Vargas A, Platon A, Geissbuhler A, Poletti PA, Müller H.

Comput Med Imaging Graph. 2012 Apr;36(3):227-38. doi: 10.1016/j.compmedimag.2011.07.003. Epub 2011 Jul 30.

PMID:
21803548
14.

Hierarchical and binary spatial descriptors for lung nodule image retrieval.

Ng G, Song Y, Cai W, Zhou Y, Liu S, Feng DD.

Conf Proc IEEE Eng Med Biol Soc. 2014;2014:6463-6. doi: 10.1109/EMBC.2014.6945108.

PMID:
25571476
15.

Discriminative data transform for image feature extraction and classification.

Song Y, Cai W, Huh S, Chen M, Kanade T, Zhou Y, Feng D.

Med Image Comput Comput Assist Interv. 2013;16(Pt 2):452-9.

PMID:
24579172
16.

Vessel tree segmentation in presence of interstitial lung disease in MDCT.

Korfiatis PD, Kalogeropoulou C, Karahaliou AN, Kazantzi AD, Costaridou LI.

IEEE Trans Inf Technol Biomed. 2011 Mar;15(2):214-20. doi: 10.1109/TITB.2011.2112668. Epub 2011 Feb 10.

PMID:
21317088
17.

Comparative performance analysis of state-of-the-art classification algorithms applied to lung tissue categorization.

Depeursinge A, Iavindrasana J, Hidki A, Cohen G, Geissbuhler A, Platon A, Poletti PA, Müller H.

J Digit Imaging. 2010 Feb;23(1):18-30. doi: 10.1007/s10278-008-9158-4. Epub 2008 Nov 4.

18.

Texture classification in lung CT using local binary patterns.

Sørensen L, Shaker SB, de Bruijne M.

Med Image Comput Comput Assist Interv. 2008;11(Pt 1):934-41.

PMID:
18979835
19.

Sparse representation with kernels.

Gao S, Tsang IW, Chia LT.

IEEE Trans Image Process. 2013 Feb;22(2):423-34. doi: 10.1109/TIP.2012.2215620. Epub 2012 Sep 21.

PMID:
23014744
20.

Dominant local binary patterns for texture classification.

Liao S, Law MW, Chung AC.

IEEE Trans Image Process. 2009 May;18(5):1107-18. doi: 10.1109/TIP.2009.2015682.

PMID:
19342342

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