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Results: 1 to 20 of 131

1.

Multinomial logistic regression ensembles.

Lee K, Ahn H, Moon H, Kodell RL, Chen JJ.

J Biopharm Stat. 2013 May;23(3):681-94. doi: 10.1080/10543406.2012.756500.

PMID:
23611203
[PubMed - indexed for MEDLINE]
3.

Statistical geometry based prediction of nonsynonymous SNP functional effects using random forest and neuro-fuzzy classifiers.

Barenboim M, Masso M, Vaisman II, Jamison DC.

Proteins. 2008 Jun;71(4):1930-9. doi: 10.1002/prot.21838.

PMID:
18186470
[PubMed - indexed for MEDLINE]
4.

Indexes for three-class classification performance assessment--an empirical comparison.

Sampat MP, Patel AC, Wang Y, Gupta S, Kan CW, Bovik AC, Markey MK.

IEEE Trans Inf Technol Biomed. 2009 May;13(3):300-12. doi: 10.1109/TITB.2008.2009440. Epub 2009 Jan 20.

PMID:
19171528
[PubMed - indexed for MEDLINE]
5.

Assessment of performance of survival prediction models for cancer prognosis.

Chen HC, Kodell RL, Cheng KF, Chen JJ.

BMC Med Res Methodol. 2012 Jul 23;12:102. doi: 10.1186/1471-2288-12-102.

PMID:
22824262
[PubMed - indexed for MEDLINE]
Free PMC Article
6.

Analysis of sampling techniques for imbalanced data: An n = 648 ADNI study.

Dubey R, Zhou J, Wang Y, Thompson PM, Ye J; Alzheimer's Disease Neuroimaging Initiative.

Neuroimage. 2014 Feb 15;87:220-41. doi: 10.1016/j.neuroimage.2013.10.005. Epub 2013 Oct 29.

PMID:
24176869
[PubMed - indexed for MEDLINE]
7.

Clustering ensembles: models of consensus and weak partitions.

Topchy A, Jain AK, Punch W.

IEEE Trans Pattern Anal Mach Intell. 2005 Dec;27(12):1866-81.

PMID:
16355656
[PubMed - indexed for MEDLINE]
8.

White box radial basis function classifiers with component selection for clinical prediction models.

Van Belle V, Lisboa P.

Artif Intell Med. 2014 Jan;60(1):53-64. doi: 10.1016/j.artmed.2013.10.001. Epub 2013 Oct 18.

PMID:
24262978
[PubMed - indexed for MEDLINE]
9.

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]
10.

Classification of high-dimensional data with ensemble of logistic regression models.

Lim N, Ahn H, Moon H, Chen JJ.

J Biopharm Stat. 2010 Jan;20(1):160-71. doi: 10.1080/10543400903280639.

PMID:
20077255
[PubMed - indexed for MEDLINE]
11.

Classifier ensemble construction with rotation forest to improve medical diagnosis performance of machine learning algorithms.

Ozcift A, Gulten A.

Comput Methods Programs Biomed. 2011 Dec;104(3):443-51. doi: 10.1016/j.cmpb.2011.03.018. Epub 2011 Apr 30.

PMID:
21531475
[PubMed - indexed for MEDLINE]
12.

Prediction of intracranial findings on CT-scans by alternative modelling techniques.

van der Ploeg T, Smits M, Dippel DW, Hunink M, Steyerberg EW.

BMC Med Res Methodol. 2011 Oct 25;11:143. doi: 10.1186/1471-2288-11-143.

PMID:
22026551
[PubMed - indexed for MEDLINE]
Free PMC Article
13.

ROC-based utility function maximization for feature selection and classification with applications to high-dimensional protease data.

Liu Z, Tan M.

Biometrics. 2008 Dec;64(4):1155-61. doi: 10.1111/j.1541-0420.2008.01015.x. Epub 2008 Mar 24.

PMID:
18363775
[PubMed - indexed for MEDLINE]
14.

Computer-aided characterization of mammographic masses: accuracy of mass segmentation and its effects on characterization.

Sahiner B, Petrick N, Chan HP, Hadjiiski LM, Paramagul C, Helvie MA, Gurcan MN.

IEEE Trans Med Imaging. 2001 Dec;20(12):1275-84.

PMID:
11811827
[PubMed - indexed for MEDLINE]
15.

Fissures segmentation using surface features: content-based retrieval for mammographic mass using ensemble classifier.

Liu H, Lan Y, Xu X, Song E, Hung CC.

Acad Radiol. 2011 Dec;18(12):1475-84. doi: 10.1016/j.acra.2011.08.012.

PMID:
22055794
[PubMed - indexed for MEDLINE]
16.

A decision support system to facilitate management of patients with acute gastrointestinal bleeding.

Chu A, Ahn H, Halwan B, Kalmin B, Artifon EL, Barkun A, Lagoudakis MG, Kumar A.

Artif Intell Med. 2008 Mar;42(3):247-59. Epub 2007 Dec 11.

PMID:
18063351
[PubMed - indexed for MEDLINE]
17.

Real-data comparison of data mining methods in prediction of diabetes in iran.

Tapak L, Mahjub H, Hamidi O, Poorolajal J.

Healthc Inform Res. 2013 Sep;19(3):177-85. doi: 10.4258/hir.2013.19.3.177. Epub 2013 Sep 30.

PMID:
24175116
[PubMed]
Free PMC Article
18.

[Cardiac arrhythmia classification based on multi-features and support vector machines].

Zhao Y, Hong W, Sun S.

Sheng Wu Yi Xue Gong Cheng Xue Za Zhi. 2011 Apr;28(2):292-5. Chinese.

PMID:
21604488
[PubMed - indexed for MEDLINE]
19.

Breast ultrasound image classification based on multiple-instance learning.

Ding J, Cheng HD, Huang J, Liu J, Zhang Y.

J Digit Imaging. 2012 Oct;25(5):620-7.

PMID:
22733258
[PubMed - indexed for MEDLINE]
Free PMC Article
20.

Minimalist ensemble algorithms for genome-wide protein localization prediction.

Lin JR, Mondal AM, Liu R, Hu J.

BMC Bioinformatics. 2012 Jul 3;13:157. doi: 10.1186/1471-2105-13-157.

PMID:
22759391
[PubMed - indexed for MEDLINE]
Free PMC Article

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