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Results: 1 to 20 of 107

1.

Construction of classifier based on MPCA and QSA and its application on classification of pancreatic diseases.

Jiang H, Zhao D, Feng T, Liao S, Chen Y.

Comput Math Methods Med. 2013;2013:713174. doi: 10.1155/2013/713174. Epub 2013 May 22.

PMID:
23762196
[PubMed - indexed for MEDLINE]
Free PMC Article
2.

Computer-assisted lip diagnosis on Traditional Chinese Medicine using multi-class support vector machines.

Li F, Zhao C, Xia Z, Wang Y, Zhou X, Li GZ.

BMC Complement Altern Med. 2012 Aug 16;12:127. doi: 10.1186/1472-6882-12-127.

PMID:
22898352
[PubMed - indexed for MEDLINE]
Free PMC Article
3.

Statistical fractal models based on GND-PCA and its application on classification of liver diseases.

Jiang H, Feng T, Zhao D, Yang B, Zhang L, Chen Y.

Biomed Res Int. 2013;2013:656391. doi: 10.1155/2013/656391. Epub 2013 Oct 9.

PMID:
24224174
[PubMed - indexed for MEDLINE]
Free PMC Article
4.

Feature selection and performance evaluation of support vector machine (SVM)-based classifier for differentiating benign and malignant pulmonary nodules by computed tomography.

Zhu Y, Tan Y, Hua Y, Wang M, Zhang G, Zhang J.

J Digit Imaging. 2010 Feb;23(1):51-65. doi: 10.1007/s10278-009-9185-9. Epub 2009 Feb 26.

PMID:
19242759
[PubMed - indexed for MEDLINE]
Free PMC Article
5.

A novel multiinstance learning approach for liver cancer recognition on abdominal CT images based on CPSO-SVM and IO.

Jiang H, Zheng R, Yi D, Zhao D.

Comput Math Methods Med. 2013;2013:434969. doi: 10.1155/2013/434969. Epub 2013 Dec 4.

PMID:
24368931
[PubMed - indexed for MEDLINE]
Free PMC Article
6.

A support vector machine classifier reduces interscanner variation in the HRCT classification of regional disease pattern in diffuse lung disease: comparison to a Bayesian classifier.

Chang Y, Lim J, Kim N, Seo JB, Lynch DA.

Med Phys. 2013 May;40(5):051912. doi: 10.1118/1.4802214.

PMID:
23635282
[PubMed - indexed for MEDLINE]
7.

Combined texture feature analysis of segmentation and classification of benign and malignant tumour CT slices.

Padma A, Sukanesh R.

J Med Eng Technol. 2013 Jan;37(1):1-9. doi: 10.3109/03091902.2012.712199. Epub 2012 Oct 24.

PMID:
23094909
[PubMed - indexed for MEDLINE]
8.

An expert system based on Fisher score and LS-SVM for cardiac arrhythmia diagnosis.

Yılmaz E.

Comput Math Methods Med. 2013;2013:849674. doi: 10.1155/2013/849674. Epub 2013 Jun 19.

PMID:
23861726
[PubMed - indexed for MEDLINE]
Free PMC Article
9.

Computer-aided diagnosis of pulmonary nodules on CT scans: improvement of classification performance with nodule surface features.

Way TW, Sahiner B, Chan HP, Hadjiiski L, Cascade PN, Chughtai A, Bogot N, Kazerooni E.

Med Phys. 2009 Jul;36(7):3086-98.

PMID:
19673208
[PubMed - indexed for MEDLINE]
Free PMC Article
10.

Computer-aided diagnosis of pulmonary nodules using a two-step approach for feature selection and classifier ensemble construction.

Lee MC, Boroczky L, Sungur-Stasik K, Cann AD, Borczuk AC, Kawut SM, Powell CA.

Artif Intell Med. 2010 Sep;50(1):43-53. doi: 10.1016/j.artmed.2010.04.011. Epub 2010 May 31.

PMID:
20570118
[PubMed - indexed for MEDLINE]
11.

Computational identification of human long intergenic non-coding RNAs using a GA-SVM algorithm.

Wang Y, Li Y, Wang Q, Lv Y, Wang S, Chen X, Yu X, Jiang W, Li X.

Gene. 2014 Jan 1;533(1):94-9. doi: 10.1016/j.gene.2013.09.118. Epub 2013 Oct 9.

PMID:
24120395
[PubMed - indexed for MEDLINE]
12.

Classification of electrocardiogram signals with support vector machines and particle swarm optimization.

Melgani F, Bazi Y.

IEEE Trans Inf Technol Biomed. 2008 Sep;12(5):667-77. doi: 10.1109/TITB.2008.923147.

PMID:
18779082
[PubMed - indexed for MEDLINE]
13.

An MR brain images classifier system via particle swarm optimization and kernel support vector machine.

Zhang Y, Wang S, Ji G, Dong Z.

ScientificWorldJournal. 2013 Sep 16;2013:130134. doi: 10.1155/2013/130134. eCollection 2013.

PMID:
24163610
[PubMed - indexed for MEDLINE]
Free PMC Article
14.

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.

PMID:
18982390
[PubMed - indexed for MEDLINE]
Free PMC Article
15.

Improving the separability of motor imagery EEG signals using a cross correlation-based least square support vector machine for brain-computer interface.

Siuly S, Li Y.

IEEE Trans Neural Syst Rehabil Eng. 2012 Jul;20(4):526-38. doi: 10.1109/TNSRE.2012.2184838. Epub 2012 Jan 23.

PMID:
22287252
[PubMed - indexed for MEDLINE]
16.

Estimation of breast percent density in raw and processed full field digital mammography images via adaptive fuzzy c-means clustering and support vector machine segmentation.

Keller BM, Nathan DL, Wang Y, Zheng Y, Gee JC, Conant EF, Kontos D.

Med Phys. 2012 Aug;39(8):4903-17. doi: 10.1118/1.4736530.

PMID:
22894417
[PubMed - indexed for MEDLINE]
Free PMC Article
17.

Discrimination between Alzheimer's disease and mild cognitive impairment using SOM and PSO-SVM.

Yang ST, Lee JD, Chang TC, Huang CH, Wang JJ, Hsu WC, Chan HL, Wai YY, Li KY.

Comput Math Methods Med. 2013;2013:253670. doi: 10.1155/2013/253670. Epub 2013 May 7.

PMID:
23737859
[PubMed - indexed for MEDLINE]
Free PMC Article
18.

A three-stage expert system based on support vector machines for thyroid disease diagnosis.

Chen HL, Yang B, Wang G, Liu J, Chen YD, Liu DY.

J Med Syst. 2012 Jun;36(3):1953-63. doi: 10.1007/s10916-011-9655-8. Epub 2011 Feb 1.

PMID:
21286792
[PubMed - indexed for MEDLINE]
19.

Regional context-sensitive support vector machine classifier to improve automated identification of regional patterns of diffuse interstitial lung disease.

Lim J, Kim N, Seo JB, Lee YK, Lee Y, Kang SH.

J Digit Imaging. 2011 Dec;24(6):1133-40. doi: 10.1007/s10278-011-9367-0.

PMID:
21311944
[PubMed - indexed for MEDLINE]
Free PMC Article
20.

Computer-aided diagnosis and quantification of cirrhotic livers based on morphological analysis and machine learning.

Chen YW, Luo J, Dong C, Han X, Tateyama T, Furukawa A, Kanasaki S.

Comput Math Methods Med. 2013;2013:264809. doi: 10.1155/2013/264809. Epub 2013 Sep 29.

PMID:
24187579
[PubMed - indexed for MEDLINE]
Free PMC Article

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