-
1
-
-
64949185299
-
Multi-atlas based segmentation of brain images: atlas selection and its effect on accuracy
-
Aljabar P., Heckemann R., Hammers A., Hajnal J., Rueckert D. Multi-atlas based segmentation of brain images: atlas selection and its effect on accuracy. NeuroImage 2009, 46(3):726-738.
-
(2009)
NeuroImage
, vol.46
, Issue.3
, pp. 726-738
-
-
Aljabar, P.1
Heckemann, R.2
Hammers, A.3
Hajnal, J.4
Rueckert, D.5
-
2
-
-
84879881089
-
-
Machine learning in computer-aided diagnosis: medical imaging intelligence and analysis. In: IGI Global, 2012, Ch. Manifold Learning for Medical Image Registration, Segmentation, and Classification
-
Aljabar, P., Wolz, R., Rueckert, D., 2012. Machine learning in computer-aided diagnosis: medical imaging intelligence and analysis. In: IGI Global, 2012, Ch. Manifold Learning for Medical Image Registration, Segmentation, and Classification, pp. 351-372.
-
(2012)
, pp. 351-372
-
-
Aljabar, P.1
Wolz, R.2
Rueckert, D.3
-
4
-
-
0001492549
-
Shape quantization and recognition with randomized trees
-
Amit Y., Geman D. Shape quantization and recognition with randomized trees. Neural Computation 1997, 9(7):1545-1588.
-
(1997)
Neural Computation
, vol.9
, Issue.7
, pp. 1545-1588
-
-
Amit, Y.1
Geman, D.2
-
6
-
-
0032201716
-
An optimal algorithm for approximate nearest neighbor searching fixed dimensions
-
Arya S., Mount D., Netanyahu N., Silverman R., Wu A. An optimal algorithm for approximate nearest neighbor searching fixed dimensions. Journal of the ACM (JACM) 1998, 45(6):891-923.
-
(1998)
Journal of the ACM (JACM)
, vol.45
, Issue.6
, pp. 891-923
-
-
Arya, S.1
Mount, D.2
Netanyahu, N.3
Silverman, R.4
Wu, A.5
-
7
-
-
84857931952
-
Endoscopic video manifolds for targeted optical biopsy
-
Atasoy S., Mateus D., Meining A., Yang G., Navab N. Endoscopic video manifolds for targeted optical biopsy. IEEE Transactions on Medical Imaging 2012, 31(3):637-653.
-
(2012)
IEEE Transactions on Medical Imaging
, vol.31
, Issue.3
, pp. 637-653
-
-
Atasoy, S.1
Mateus, D.2
Meining, A.3
Yang, G.4
Navab, N.5
-
8
-
-
33947233031
-
Out-of-sample extensions for LLE, Isomap, MDS, Eigenmaps, and spectral clustering
-
Bengio, Y., Paiement, J., Vincent, P., Delalleau, O., Le Roux, N., Ouimet, M. 2004. Out-of-sample extensions for LLE, Isomap, MDS, Eigenmaps, and spectral clustering. In: Advances in Neural Information Processing Systems, vol. 16, pp. 177-184.
-
(2004)
Advances in Neural Information Processing Systems
, vol.16
, pp. 177-184
-
-
Bengio, Y.1
Paiement, J.2
Vincent, P.3
Delalleau, O.4
Le Roux, N.5
Ouimet, M.6
-
9
-
-
51949090223
-
In defense of nearest-neighbor based image classification
-
Boiman, O., Shechtman, E., Irani, M., 2008. In defense of nearest-neighbor based image classification. In: Computer Vision and Pattern Recognition, pp. 1-8.
-
(2008)
Computer Vision and Pattern Recognition
, pp. 1-8
-
-
Boiman, O.1
Shechtman, E.2
Irani, M.3
-
10
-
-
0035478854
-
Random forests
-
Breiman L. Random forests. Machine Learning 2001, 45(1):5-32.
-
(2001)
Machine Learning
, vol.45
, Issue.1
, pp. 5-32
-
-
Breiman, L.1
-
11
-
-
77951165246
-
Large scale online learning of image similarity through ranking
-
Chechik G., Sharma V., Shalit U., Bengio S. Large scale online learning of image similarity through ranking. The Journal of Machine Learning Research 2010, 11:1109-1135.
-
(2010)
The Journal of Machine Learning Research
, vol.11
, pp. 1109-1135
-
-
Chechik, G.1
Sharma, V.2
Shalit, U.3
Bengio, S.4
-
12
-
-
79960221275
-
A multi-resolution scheme for distortion-minimizing mapping between human subcortical structures based on geodesic construction on Riemannian manifolds
-
Cho Y., Seong J., Shin S., Jeong Y., Kim J., Qiu A., Im K., Lee J., Na D. A multi-resolution scheme for distortion-minimizing mapping between human subcortical structures based on geodesic construction on Riemannian manifolds. NeuroImage 2011, 57(4):1376-1392.
-
(2011)
NeuroImage
, vol.57
, Issue.4
, pp. 1376-1392
-
-
Cho, Y.1
Seong, J.2
Shin, S.3
Jeong, Y.4
Kim, J.5
Qiu, A.6
Im, K.7
Lee, J.8
Na, D.9
-
13
-
-
78649673803
-
Patch-based segmentation using expert priors: application to hippocampus and ventricle segmentation
-
Coupé P., Manjón J., Fonov V., Pruessner J., Robles M., Collins D. Patch-based segmentation using expert priors: application to hippocampus and ventricle segmentation. NeuroImage 2011, 54(2):940-954.
-
(2011)
NeuroImage
, vol.54
, Issue.2
, pp. 940-954
-
-
Coupé, P.1
Manjón, J.2
Fonov, V.3
Pruessner, J.4
Robles, M.5
Collins, D.6
-
14
-
-
84859414659
-
-
Decision forests: a unified framework. Foundations and Trends in Computer Graphics and Vision
-
Criminisi, A., Shotton, J., Konukoglu, E., 2011. Decision forests: a unified framework. Foundations and Trends in Computer Graphics and Vision 7 (2-3).
-
(2011)
, vol.7
, Issue.2-3
-
-
Criminisi, A.1
Shotton, J.2
Konukoglu, E.3
-
15
-
-
84877760772
-
Latent coincidence analysis: a hidden variable model for distance metric learning
-
Der, M., Saul, L.K. 2012. Latent coincidence analysis: a hidden variable model for distance metric learning. In: Advances in Neural Information Processing Systems, vol. 25, pp. 3239-3247.
-
(2012)
Advances in Neural Information Processing Systems
, vol.25
, pp. 3239-3247
-
-
Der, M.1
Saul, L.K.2
-
16
-
-
77249176542
-
1-weighted mri scans using kernel methods: Exploring the influence of various parameters
-
1-weighted mri scans using kernel methods: Exploring the influence of various parameters. Neuroimage 2010, 50(3):883-892.
-
(2010)
Neuroimage
, vol.50
, Issue.3
, pp. 883-892
-
-
Franke, K.1
Ziegler, G.2
Klöppel, S.3
Gaser, C.4
-
17
-
-
84867871472
-
Random forest for image annotation
-
Fu, H., Zhang, Q., Qiu, G., 2012. Random forest for image annotation. In: European Conference on Computer Vision, pp. 86-99.
-
(2012)
European Conference on Computer Vision
, pp. 86-99
-
-
Fu, H.1
Zhang, Q.2
Qiu, G.3
-
21
-
-
84872956864
-
Automatic localization and identification of vertebrae in arbitrary field-of-view ct scans
-
Glocker B., Feulner J., Criminisi A., Haynor D., Konukoglu E. Automatic localization and identification of vertebrae in arbitrary field-of-view ct scans. Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012 2012, 590-598.
-
(2012)
Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012
, pp. 590-598
-
-
Glocker, B.1
Feulner, J.2
Criminisi, A.3
Haynor, D.4
Konukoglu, E.5
-
22
-
-
33745887620
-
Neighbourhood components analysis
-
Goldberger, J., Roweis, S., Hinton, G., Salakhutdinov, R., 2004. Neighbourhood components analysis. In: Advances in Neural Information Processing Systems 17.
-
(2004)
Advances in Neural Information Processing Systems
, vol.17
-
-
Goldberger, J.1
Roweis, S.2
Hinton, G.3
Salakhutdinov, R.4
-
23
-
-
84898993653
-
Neighbourhood Components Analysis
-
Goldberger, J., Roweis, S., Hinton, G., Salakhutdinov, R. 2005. Neighbourhood Components Analysis. In: Advances in Neural Information Processing Systems, 17, pp. 513-520.
-
(2005)
Advances in Neural Information Processing Systems
, vol.17
, pp. 513-520
-
-
Goldberger, J.1
Roweis, S.2
Hinton, G.3
Salakhutdinov, R.4
-
24
-
-
80053997840
-
Random forest-based manifold learning for classification of imaging data in dementia
-
Gray, K., Aljabar, P., Heckemann, R., Hammers, A., Rueckert, D., 2011. Random forest-based manifold learning for classification of imaging data in dementia. In: Machine Learning in Medical Imaging (MICCAI Workshop), pp. 159-166.
-
(2011)
Machine Learning in Medical Imaging (MICCAI Workshop)
, pp. 159-166
-
-
Gray, K.1
Aljabar, P.2
Heckemann, R.3
Hammers, A.4
Rueckert, D.5
-
25
-
-
82255181965
-
Laplacian eigenmaps manifold learning for landmark localization in brain MR images
-
Guerrero, R., Wolz, R., Rueckert, D. 2011. Laplacian eigenmaps manifold learning for landmark localization in brain MR images. In: Medical Image Computing and Computer Assisted Intervention, pp. 566-573.
-
(2011)
Medical Image Computing and Computer Assisted Intervention
, pp. 566-573
-
-
Guerrero, R.1
Wolz, R.2
Rueckert, D.3
-
26
-
-
67649385976
-
Aging of cerebral white matter: a review of MRI findings
-
Gunning-Dixon F.M., Brickman A.M., Cheng J.C., Alexopoulos G.S. Aging of cerebral white matter: a review of MRI findings. International Journal of Geriatric Psychiatry 2008, 24(2):109-117.
-
(2008)
International Journal of Geriatric Psychiatry
, vol.24
, Issue.2
, pp. 109-117
-
-
Gunning-Dixon, F.M.1
Brickman, A.M.2
Cheng, J.C.3
Alexopoulos, G.S.4
-
27
-
-
77954581711
-
GRAM: a framework for geodesic registration on anatomical manifolds
-
Hamm J., Ye D., Verma R., Davatzikos C. GRAM: a framework for geodesic registration on anatomical manifolds. Medical Image Analysis 2010, 14(5):633.
-
(2010)
Medical Image Analysis
, vol.14
, Issue.5
, pp. 633
-
-
Hamm, J.1
Ye, D.2
Verma, R.3
Davatzikos, C.4
-
28
-
-
13444286179
-
Locality preserving projections
-
He, X., Niyogi, P., 2004. Locality preserving projections. In: Advances in Neural Information Processing Systems, vol. 16, pp. 153-160.
-
(2004)
Advances in Neural Information Processing Systems
, vol.16
, pp. 153-160
-
-
He, X.1
Niyogi, P.2
-
29
-
-
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(7):1000-1010.
-
(2009)
IEEE Transactions on Medical Imaging
, vol.28
, Issue.7
, pp. 1000-1010
-
-
Isgum, I.1
Staring, M.2
Rutten, A.3
Prokop, M.4
Viergever, M.5
van Ginneken, B.6
-
30
-
-
80054102992
-
Iterative multi-atlas-based multi-image segmentation with tree-based registration
-
Jia H., Yap P., Shen D. Iterative multi-atlas-based multi-image segmentation with tree-based registration. NeuroImage 2012, 59(1):422-430.
-
(2012)
NeuroImage
, vol.59
, Issue.1
, pp. 422-430
-
-
Jia, H.1
Yap, P.2
Shen, D.3
-
31
-
-
84872944419
-
Neighbourhood approximation forests
-
Konukoglu, E., Glocker, B., Zikic, D., Criminisi, A., 2012. Neighbourhood approximation forests. In: Medical Image Computing and Computer Assisted Intervention, pp. 75-82.
-
(2012)
Medical Image Computing and Computer Assisted Intervention
, pp. 75-82
-
-
Konukoglu, E.1
Glocker, B.2
Zikic, D.3
Criminisi, A.4
-
32
-
-
68849096223
-
Random forest classification for automatic delineation of myocardium in real-time 3D echocardiography
-
Lempitsky, V., Verhoek, M., Noble, J., Blake, A. 2009. Random forest classification for automatic delineation of myocardium in real-time 3D echocardiography. In: Functional Imaging and Modeling of the Heart, pp. 447-456.
-
(2009)
Functional Imaging and Modeling of the Heart
, pp. 447-456
-
-
Lempitsky, V.1
Verhoek, M.2
Noble, J.3
Blake, A.4
-
33
-
-
80053969983
-
Morphological appearance manifolds for group-wise morphometric analysis
-
Lian N., Davatzikos C. Morphological appearance manifolds for group-wise morphometric analysis. Medical Image Analysis 2011, 15(6):814-829.
-
(2011)
Medical Image Analysis
, vol.15
, Issue.6
, pp. 814-829
-
-
Lian, N.1
Davatzikos, C.2
-
34
-
-
0032696184
-
Patterns of age-related shrinkage in cerebellum and brainstem observed in vivo using three-dimensional MRI volumetry
-
Luft A.R., Skalej M., Schulz J.B., Welte D., Kolb R., Bürk K., Klockgether T., Voigt K. Patterns of age-related shrinkage in cerebellum and brainstem observed in vivo using three-dimensional MRI volumetry. Cerebral Cortex 1999, 9(7):712-721.
-
(1999)
Cerebral Cortex
, vol.9
, Issue.7
, pp. 712-721
-
-
Luft, A.R.1
Skalej, M.2
Schulz, J.B.3
Welte, D.4
Kolb, R.5
Bürk, K.6
Klockgether, T.7
Voigt, K.8
-
35
-
-
34548409688
-
Open Access Series of Imaging Studies (OASIS): cross-sectional MRI data in young, middle aged, nondemented, and demented older adults
-
Marcus D., Wang T., Parker J., Csernansky J., Morris J., Buckner R. Open Access Series of Imaging Studies (OASIS): cross-sectional MRI data in young, middle aged, nondemented, and demented older adults. Journal of Cognitive Neuroscience 2007, 19(9):1498-1507.
-
(2007)
Journal of Cognitive Neuroscience
, vol.19
, Issue.9
, pp. 1498-1507
-
-
Marcus, D.1
Wang, T.2
Parker, J.3
Csernansky, J.4
Morris, J.5
Buckner, R.6
-
36
-
-
84864059224
-
Fast discriminative visual codebooks using randomized clustering forests
-
Moosmann, F., Triggs, B., Jurie, F., et al. 2007. Fast discriminative visual codebooks using randomized clustering forests. In: Advances in Neural Information Processing Systems 19, pp. 985-992.
-
(2007)
Advances in Neural Information Processing Systems
, vol.19
, pp. 985-992
-
-
Moosmann, F.1
Triggs, B.2
Jurie, F.3
-
40
-
-
21144454097
-
Expectation maximization strategies for multi-atlas multi-label segmentation
-
Rohlfing, T., Russakoff, D., Maurer, C. 2003. Expectation maximization strategies for multi-atlas multi-label segmentation. In: Information Processing in Medical Imaging, pp. 210-221.
-
(2003)
Information Processing in Medical Imaging
, pp. 210-221
-
-
Rohlfing, T.1
Russakoff, D.2
Maurer, C.3
-
43
-
-
71849086500
-
Image-driven population analysis through mixture modeling
-
Sabuncu M., Balci S., Shenton M., Golland P. Image-driven population analysis through mixture modeling. IEEE Transactions on Medical Imaging 2009, 28(9):1473-1487.
-
(2009)
IEEE Transactions on Medical Imaging
, vol.28
, Issue.9
, pp. 1473-1487
-
-
Sabuncu, M.1
Balci, S.2
Shenton, M.3
Golland, P.4
-
44
-
-
51949114829
-
Semantic text on forests for image categorization and segmentation
-
CVPR 2008, IEEE
-
Shotton, J., Johnson, M., Cipolla, R. 2008. Semantic text on forests for image categorization and segmentation. In: IEEE Conference on Computer Vision and Pattern Recognition, 2008. CVPR 2008, IEEE, pp. 1-8.
-
(2008)
IEEE Conference on Computer Vision and Pattern Recognition, 2008
, pp. 1-8
-
-
Shotton, J.1
Johnson, M.2
Cipolla, R.3
-
45
-
-
84879880653
-
-
Dimensionality Reduction: A Comparative Review. Tech. Rep. TiCC-TR 2009-005. Tilburg University.
-
van der Maaten, L., Postma, E., van den Heric, H., 2009. Dimensionality Reduction: A Comparative Review. Tech. Rep. TiCC-TR 2009-005. Tilburg University.
-
(2009)
-
-
van der Maaten, L.1
Postma, E.2
Van Den Heric, H.3
-
46
-
-
70450278747
-
Adaptive local multi-atlas segmentation: application to the heart and the caudate nucleus
-
van Rikxoort E., Isgum I., Arzhaeva Y., Staring M., Klein S., Viergever M., Pluim J., van Ginneken B., et al. Adaptive local multi-atlas segmentation: application to the heart and the caudate nucleus. Medical Image Analysis 2010, 14(1):39-49.
-
(2010)
Medical Image Analysis
, vol.14
, Issue.1
, pp. 39-49
-
-
van Rikxoort, E.1
Isgum, I.2
Arzhaeva, Y.3
Staring, M.4
Klein, S.5
Viergever, M.6
Pluim, J.7
van Ginneken, B.8
-
47
-
-
61749090884
-
Distance metric learning for large margin nearest neighbor classification
-
Weinberger K., Saul L. Distance metric learning for large margin nearest neighbor classification. The Journal of Machine Learning Research 2009, 10:207-244.
-
(2009)
The Journal of Machine Learning Research
, vol.10
, pp. 207-244
-
-
Weinberger, K.1
Saul, L.2
-
48
-
-
33749550361
-
Distance metric learning for large margin nearest neighbor classification
-
Weinberger, K.Q., Blitzer, J., Saul, L.K. 2006. Distance metric learning for large margin nearest neighbor classification. In: Advances in Neural Information Processing Systems, vol. 18.
-
(2006)
Advances in Neural Information Processing Systems
, vol.18
-
-
Weinberger, K.Q.1
Blitzer, J.2
Saul, L.K.3
-
49
-
-
84858779327
-
Spectral Hashing
-
Weiss, Y., Torralba, A., Fergus, R. 2009. Spectral Hashing. In: Advances in Neural Information Processing Systems, vol. 21, pp. 1753-1760.
-
(2009)
Advances in Neural Information Processing Systems
, vol.21
, pp. 1753-1760
-
-
Weiss, Y.1
Torralba, A.2
Fergus, R.3
-
50
-
-
70849093525
-
LEAP: learning embeddings for atlas propagation
-
Wolz R., Aljabar P., Hajnal J., Hammers A., Rueckert D. LEAP: learning embeddings for atlas propagation. NeuroImage 2010, 49(2):1316-1325.
-
(2010)
NeuroImage
, vol.49
, Issue.2
, pp. 1316-1325
-
-
Wolz, R.1
Aljabar, P.2
Hajnal, J.3
Hammers, A.4
Rueckert, D.5
-
51
-
-
85133386144
-
Distance metric learning, with application to clustering with side-information
-
Xing, E., Ng, A., Jordan, M., Russell, S. 2002. Distance metric learning, with application to clustering with side-information. In: Advances in Neural Information Processing Systems, vol. 15, pp. 505-512.
-
(2002)
Advances in Neural Information Processing Systems
, vol.15
, pp. 505-512
-
-
Xing, E.1
Ng, A.2
Jordan, M.3
Russell, S.4
|