-
1
-
-
0001492549
-
Shape quantization and recognition with randomized trees
-
Amit Y., Geman D. Shape quantization and recognition with randomized trees. Neural Computation 1997, 9:1545-1588.
-
(1997)
Neural Computation
, vol.9
, pp. 1545-1588
-
-
Amit, Y.1
Geman, D.2
-
2
-
-
0032645080
-
An empirical comparison of voting classification algorithms: bagging, boosting, and variants
-
Bauer E., Kohavi R. An empirical comparison of voting classification algorithms: bagging, boosting, and variants. Machine Learning 1999, 36:105-139.
-
(1999)
Machine Learning
, vol.36
, pp. 105-139
-
-
Bauer, E.1
Kohavi, R.2
-
3
-
-
0031191630
-
The use of the area under the ROC curve in the evaluation of machine learning algorithms
-
Bradley A.P. The use of the area under the ROC curve in the evaluation of machine learning algorithms. Pattern Recognition 1997, 30:1145-1159.
-
(1997)
Pattern Recognition
, vol.30
, pp. 1145-1159
-
-
Bradley, A.P.1
-
4
-
-
0030211964
-
Bagging predictors
-
Breiman L. Bagging predictors. Machine Learning 1996, 24:123-140.
-
(1996)
Machine Learning
, vol.24
, pp. 123-140
-
-
Breiman, L.1
-
5
-
-
0035478854
-
Random forests
-
Breiman L. Random forests. Machine Learning 2001, 45:5-32.
-
(2001)
Machine Learning
, vol.45
, pp. 5-32
-
-
Breiman, L.1
-
6
-
-
84870054372
-
-
Manual on setting up, using, and understanding random forests v3.1.
-
Breiman, L., 2002. Manual on setting up, using, and understanding random forests v3.1.
-
(2002)
-
-
Breiman, L.1
-
7
-
-
63549096561
-
A framework for evaluation of deformable image registration spatial accuracy using large landmark point sets
-
Castillo R., Castillo E., Guerra R., Johnson V.E., McPhail T., Garg A.K., Guerrero T. A framework for evaluation of deformable image registration spatial accuracy using large landmark point sets. Physics in Medicine and Biology 2009, 54:1849-1870.
-
(2009)
Physics in Medicine and Biology
, vol.54
, pp. 1849-1870
-
-
Castillo, R.1
Castillo, E.2
Guerra, R.3
Johnson, V.E.4
McPhail, T.5
Garg, A.K.6
Guerrero, T.7
-
11
-
-
84870060069
-
-
PRTools4.1, A Matlab Toolbox for Pattern Recognition, Delft University of Technology.
-
Duin, R., Juszczak, P., Paclik, P., Pekalska, E., de Ridder, D., Tax, D., Verzakov, S., 2007. PRTools4.1, A Matlab Toolbox for Pattern Recognition, Delft University of Technology.
-
(2007)
-
-
Duin, R.1
Juszczak, P.2
Paclik, P.3
Pekalska, E.4
de Ridder, D.5
Tax, D.6
Verzakov, S.7
-
12
-
-
68649110911
-
Evaluation of brain MRI alignment with the robust hausdorff distance measures
-
Springer, International Symposium on Visual Computing
-
Fedorov A., Billet E., Prastawa M., Gerig G., Radmanesh A., Warfield S.K., Kikinis R., Chrisochoides N. Evaluation of brain MRI alignment with the robust hausdorff distance measures. LNCS 2008, vol. 5358:594-603. Springer.
-
(2008)
LNCS
, vol.5358
, pp. 594-603
-
-
Fedorov, A.1
Billet, E.2
Prastawa, M.3
Gerig, G.4
Radmanesh, A.5
Warfield, S.K.6
Kikinis, R.7
Chrisochoides, N.8
-
13
-
-
0000764772
-
The use of multiple measurements in taxonomic problems
-
Fisher R.A. The use of multiple measurements in taxonomic problems. Annals of Eugenics 1936, 7:179-188.
-
(1936)
Annals of Eugenics
, vol.7
, pp. 179-188
-
-
Fisher, R.A.1
-
14
-
-
0031211090
-
A decision-theoretic generalization of on-line learning and an application to boosting
-
Freund Y., Schapire R.E. A decision-theoretic generalization of on-line learning and an application to boosting. Journal of Computer and System Sciences 1997, 55:119-139.
-
(1997)
Journal of Computer and System Sciences
, vol.55
, pp. 119-139
-
-
Freund, Y.1
Schapire, R.E.2
-
16
-
-
0020524559
-
A method of comparing the areas under receiver operating characteristic curves derived from the same cases
-
Hanley J.A., McNeil B.J. A method of comparing the areas under receiver operating characteristic curves derived from the same cases. Radiology 1983, 148:839-843.
-
(1983)
Radiology
, vol.148
, pp. 839-843
-
-
Hanley, J.A.1
McNeil, B.J.2
-
20
-
-
67649512401
-
Multi-atlas-based segmentation with local decision fusion - application to cardiac and aortic segmentation in CT scans
-
Isgum I., Staring M., Rutten A., Prokop M., Viergever M., van Ginneken B. Multi-atlas-based segmentation with local decision fusion - application to cardiac and aortic segmentation in CT scans. IEEE Transactions on Medical Imaging 2009, 28:1000-1010.
-
(2009)
IEEE Transactions on Medical Imaging
, vol.28
, pp. 1000-1010
-
-
Isgum, I.1
Staring, M.2
Rutten, A.3
Prokop, M.4
Viergever, M.5
van Ginneken, B.6
-
21
-
-
0031078007
-
Feature selection: evaluation, application, and small sample performance
-
Jain A., Zongker D. Feature selection: evaluation, application, and small sample performance. IEEE Transactions on Pattern Analysis and Machine Intelligence 1997, 19:153-158.
-
(1997)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.19
, pp. 153-158
-
-
Jain, A.1
Zongker, D.2
-
23
-
-
84870058402
-
A framework for incorporating class priors into discriminative classification
-
Springer, T. Ho, D. Cheung, H. Liu (Eds.)
-
Jin R., Liu Y. A framework for incorporating class priors into discriminative classification. Advances in Knowledge Discovery and Data Mining 2005, 401-412. Springer. T. Ho, D. Cheung, H. Liu (Eds.).
-
(2005)
Advances in Knowledge Discovery and Data Mining
, pp. 401-412
-
-
Jin, R.1
Liu, Y.2
-
24
-
-
73849116467
-
Elastix: a toolbox for intensity-based medical image registration
-
Klein S., Staring M., Murphy K., Viergever M., Pluim J. elastix: a toolbox for intensity-based medical image registration. IEEE Transactions on Medical Imaging 2010, 29:196-205.
-
(2010)
IEEE Transactions on Medical Imaging
, vol.29
, pp. 196-205
-
-
Klein, S.1
Staring, M.2
Murphy, K.3
Viergever, M.4
Pluim, J.5
-
25
-
-
36348985858
-
Evaluation of optimization methods for nonrigid medical image registration using mutual information and B-splines
-
Klein S., Staring M., Pluim J.P.W. Evaluation of optimization methods for nonrigid medical image registration using mutual information and B-splines. Transactions on Medical Imaging 2007, 16:2879-2890.
-
(2007)
Transactions on Medical Imaging
, vol.16
, pp. 2879-2890
-
-
Klein, S.1
Staring, M.2
Pluim, J.P.W.3
-
27
-
-
85164392958
-
A study of cross-validation and bootstrap for accuracy estimation and model selection
-
Morgan Kaufman, n
-
Kohavi R. A study of cross-validation and bootstrap for accuracy estimation and model selection. 14th International Joint Conference on Artificial Intelligence 1995, 1137-1143. Morgan Kaufman, n.
-
(1995)
14th International Joint Conference on Artificial Intelligence
, pp. 1137-1143
-
-
Kohavi, R.1
-
28
-
-
0031381525
-
Wrappers for feature subset selection
-
Kohavi R., John G.H. Wrappers for feature subset selection. Artificial Intelligence 1997, 97:273-324.
-
(1997)
Artificial Intelligence
, vol.97
, pp. 273-324
-
-
Kohavi, R.1
John, G.H.2
-
29
-
-
79955962699
-
Combining bagging, boosting, rotation forest and random subspace methods
-
Kotsiantis S. Combining bagging, boosting, rotation forest and random subspace methods. Artificial Intelligence Review 2011, 35:223-240.
-
(2011)
Artificial Intelligence Review
, vol.35
, pp. 223-240
-
-
Kotsiantis, S.1
-
30
-
-
34249719057
-
Statistical properties of Jacobian maps and the realization of unbiased large-deformation nonlinear image registration
-
Leow A.D., Yanovsky I., Chiang M.C., Lee A.D., Klunder A.D., Lu A., Becker J.T., Davis S.W., Toga A.W., Thompson P.M. Statistical properties of Jacobian maps and the realization of unbiased large-deformation nonlinear image registration. IEEE Transactions on Medical Imaging 2007, 26:822-832.
-
(2007)
IEEE Transactions on Medical Imaging
, vol.26
, pp. 822-832
-
-
Leow, A.D.1
Yanovsky, I.2
Chiang, M.C.3
Lee, A.D.4
Klunder, A.D.5
Lu, A.6
Becker, J.T.7
Davis, S.W.8
Toga, A.W.9
Thompson, P.M.10
-
31
-
-
0032785812
-
A survey of hierarchical non-linear medical image registration
-
Lester H., Arridge S. A survey of hierarchical non-linear medical image registration. Pattern Recognition 1999, 32:129-149.
-
(1999)
Pattern Recognition
, vol.32
, pp. 129-149
-
-
Lester, H.1
Arridge, S.2
-
32
-
-
0345040873
-
Classification and regression by random forest
-
Liaw A., Wiener M. Classification and regression by random forest. R News 2002, 2:18-22.
-
(2002)
R News
, vol.2
, pp. 18-22
-
-
Liaw, A.1
Wiener, M.2
-
33
-
-
0000646926
-
Discrete derivative approximations with scale-space properties: a basis for low-level feature extraction
-
Lindeberg T. Discrete derivative approximations with scale-space properties: a basis for low-level feature extraction. Journal of Mathematical Imaging and Vision 1993, 3:349-376.
-
(1993)
Journal of Mathematical Imaging and Vision
, vol.3
, pp. 349-376
-
-
Lindeberg, T.1
-
36
-
-
45149106672
-
An integrated analysis concept for errors in image registration
-
Möller B., Posch S. An integrated analysis concept for errors in image registration. Pattern Recognition and Image Analysis 2008, 18:201-206.
-
(2008)
Pattern Recognition and Image Analysis
, vol.18
, pp. 201-206
-
-
Möller, B.1
Posch, S.2
-
37
-
-
71649113838
-
Automatic detection of registration errors for quality assessment in medical image registration
-
Muenzing, S.E.A., Murphy, K., van Ginneken, B., Pluim, J.P.W., 2009. Automatic detection of registration errors for quality assessment in medical image registration. In: Proceedings of the SPIE, pp. 72590K-72590K-9.
-
(2009)
Proceedings of the SPIE, pp. 72590K-72590K-9.
-
-
Muenzing, S.E.A.1
Murphy, K.2
van Ginneken, B.3
Pluim, J.P.W.4
-
38
-
-
84864001576
-
On combining algorithms for deformable image registration
-
Muenzing, S.E.A., van Ginneken, B., Pluim, J.P.W., 2012. On combining algorithms for deformable image registration. In: Proceedings of the WBIR, vol. 7359, pp. 256-265.
-
(2012)
Proceedings of the WBIR
, vol.7359
, pp. 256-265
-
-
Muenzing, S.E.A.1
van Ginneken, B.2
Pluim, J.P.W.3
-
39
-
-
78449258844
-
Semi-automatic construction of reference standards for evaluation of image registration
-
Murphy K., van Ginneken B., Klein S., Staring M., de Hoop B., Viergever M., Pluim J.P. Semi-automatic construction of reference standards for evaluation of image registration. Medical Image Analysis 2011, 15:71-84.
-
(2011)
Medical Image Analysis
, vol.15
, pp. 71-84
-
-
Murphy, K.1
van Ginneken, B.2
Klein, S.3
Staring, M.4
de Hoop, B.5
Viergever, M.6
Pluim, J.P.7
-
41
-
-
10244240486
-
Adaptive registration using local information measures
-
Park H., Bland P.H., Brock K.K., Meyer C.R. Adaptive registration using local information measures. Medical Image Analysis 2004, 8:465-473.
-
(2004)
Medical Image Analysis
, vol.8
, pp. 465-473
-
-
Park, H.1
Bland, P.H.2
Brock, K.K.3
Meyer, C.R.4
-
43
-
-
84890445089
-
Overfitting in making comparisons between variable selection methods
-
Reunanen J. Overfitting in making comparisons between variable selection methods. Journal of Machine Learning Research 2003, 3:1371-1382.
-
(2003)
Journal of Machine Learning Research
, vol.3
, pp. 1371-1382
-
-
Reunanen, J.1
-
44
-
-
67649625670
-
Automatic lung segmentation from thoracic computed tomography scans using a hybrid approach with error detection
-
van Rikxoort E., de Hoop B., Viergever M., Prokop M., van Ginneken B. Automatic lung segmentation from thoracic computed tomography scans using a hybrid approach with error detection. Medical Physics 2009, 36:2934-2947.
-
(2009)
Medical Physics
, vol.36
, pp. 2934-2947
-
-
van Rikxoort, E.1
de Hoop, B.2
Viergever, M.3
Prokop, M.4
van Ginneken, B.5
-
45
-
-
0000627958
-
The box-cox transformation technique: a review
-
Sakia R.M. The box-cox transformation technique: a review. The Statistician 1992, 41:169.
-
(1992)
The Statistician
, vol.41
, pp. 169
-
-
Sakia, R.M.1
-
47
-
-
79551689252
-
Location registration and recognition (LRR) for longitudinal evaluation of corresponding regions in CT volumes
-
Springer
-
Sofka M., Stewart C.V. Location registration and recognition (LRR) for longitudinal evaluation of corresponding regions in CT volumes. Medical Image Computing and Computer-Assisted Intervention 2008, 989-997. Springer.
-
(2008)
Medical Image Computing and Computer-Assisted Intervention
, pp. 989-997
-
-
Sofka, M.1
Stewart, C.V.2
-
53
-
-
33751348788
-
Nodule management protocol of the NELSON randomised lung cancer screening trial
-
Xu D., Gietema H., de Koning H., Vernhout R., Nackaerts K., Prokop M., Weenink C., Lammers J., Groen H., Oudkerk M., van Klaveren R. Nodule management protocol of the NELSON randomised lung cancer screening trial. Lung Cancer 2006, 54:177-184.
-
(2006)
Lung Cancer
, vol.54
, pp. 177-184
-
-
Xu, D.1
Gietema, H.2
de Koning, H.3
Vernhout, R.4
Nackaerts, K.5
Prokop, M.6
Weenink, C.7
Lammers, J.8
Groen, H.9
Oudkerk, M.10
van Klaveren, R.11
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