-
1
-
-
84859150999
-
Coupled analysis of in vitro and histology samples to quantify structure-function relationships
-
E. Acar, G. Plopper, and B. Yener. Coupled analysis of in vitro and histology samples to quantify structure-function relationships. PLoS One, 7(3):e32227, 2012.
-
(2012)
PLoS One
, vol.7
, Issue.3
-
-
Acar, E.1
Plopper, G.2
Yener, B.3
-
2
-
-
49649116104
-
Effect of quantitative nuclear features on recurrence of ductal carcinoma in situ (DCIS) of breast
-
D. Axelrod, N. Miller, H. Lickley, J. Qian, W. Christens-Barry, Y. Yuan, Y. Fu, and J. Chapman. Effect of quantitative nuclear features on recurrence of ductal carcinoma in situ (DCIS) of breast. Cancer Informatics, 4:99-109, 2008.
-
(2008)
Cancer Informatics
, vol.4
, pp. 99-109
-
-
Axelrod, D.1
Miller, N.2
Lickley, H.3
Qian, J.4
Christens-Barry, W.5
Yuan, Y.6
Fu, Y.7
Chapman, J.8
-
3
-
-
70449334340
-
Computer-aided prognosis of ER+ breast cancer histopathology and correlating survival outcome with oncotype DX assay
-
A. Basavanhally, J. Xu, A. Madabhushu, and S. Ganesan. Computer-aided prognosis of ER+ breast cancer histopathology and correlating survival outcome with oncotype DX assay. In ISBI, pages 851-854, 2009.
-
(2009)
ISBI
, pp. 851-854
-
-
Basavanhally, A.1
Xu, J.2
Madabhushu, A.3
Ganesan, S.4
-
4
-
-
77955196330
-
Automatic identification and delineation of germ layer components in h&e stained images of teratomas derived from human and nonhuman primate embryonic stem cells
-
R. Bhagavatula, M. Fickus, W. Kelly, C. Guo, J. Ozolek, C. Castro, and J. Kovacevic. Automatic identification and delineation of germ layer components in h&e stained images of teratomas derived from human and nonhuman primate embryonic stem cells. In ISBI, pages 1041-1044, 2010.
-
(2010)
ISBI
, pp. 1041-1044
-
-
Bhagavatula, R.1
Fickus, M.2
Kelly, W.3
Guo, C.4
Ozolek, J.5
Castro, C.6
Kovacevic, J.7
-
5
-
-
84857695989
-
Multiscale feature analysis of salivary gland branching morphogenesis
-
C. Bilgin, S. Ray, B. Baydil, W. Daley, M. Larsen, and B. Yener. Multiscale feature analysis of salivary gland branching morphogenesis. PLoS One, 7(3):e32906, 2012.
-
(2012)
PLoS One
, vol.7
, Issue.3
-
-
Bilgin, C.1
Ray, S.2
Baydil, B.3
Daley, W.4
Larsen, M.5
Yener, B.6
-
6
-
-
84890044460
-
Integrated profiling of three dimensional cell culture models and 3d microscopy
-
C. C. Bilgin, S. Kim, E. leung, H. Chang, and B. Parvin. Integrated profiling of three dimensional cell culture models and 3d microscopy. Bioinformatics, 2013.
-
(2013)
Bioinformatics
-
-
Bilgin, C.C.1
Kim, S.2
Leung, E.3
Chang, H.4
Parvin, B.5
-
8
-
-
42449162318
-
Scene classification using a hybrid generative/discriminative approach
-
Apr
-
A. Bosch, A. Zisserman, and X. Muñoz. Scene classification using a hybrid generative/discriminative approach. IEEE Transactions on Pattern Analysis and Machine Intelligence, 30(4):712-727, Apr. 2008.
-
(2008)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.30
, Issue.4
, pp. 712-727
-
-
Bosch, A.1
Zisserman, A.2
Muñoz, X.3
-
10
-
-
84875989569
-
Invariant delineation of nuclear architecture in glioblastoma multiforme for clinical and molecular association
-
H. Chang, J. Han, A. Borowsky, L. A. Loss, J. W. Gray, P. T. Spellman, and B. Parvin. Invariant delineation of nuclear architecture in glioblastoma multiforme for clinical and molecular association. IEEE Trans. Med. Imaging, 32(4):670-682, 2013.
-
(2013)
IEEE Trans. Med. Imaging
, vol.32
, Issue.4
, pp. 670-682
-
-
Chang, H.1
Han, J.2
Borowsky, A.3
Loss, L.A.4
Gray, J.W.5
Spellman, P.T.6
Parvin, B.7
-
12
-
-
0033910732
-
Histolgical gradings of breast cancer: Linkage of patient outcome with level of pathologist agreements
-
L. Dalton, S. Pinder, C. Elston, I. Ellis, D. Page, W. Dupont, and R. Blamey. Histolgical gradings of breast cancer: linkage of patient outcome with level of pathologist agreements. Modern Pathology, 13(7):730-735, 2000.
-
(2000)
Modern Pathology
, vol.13
, Issue.7
, pp. 730-735
-
-
Dalton, L.1
Pinder, S.2
Elston, C.3
Ellis, I.4
Page, D.5
Dupont, W.6
Blamey, R.7
-
13
-
-
51049084406
-
Color and texture based segmentation of molecular pathology images using HSOMs
-
M. Datar, D. Padfield, and H. Cline. Color and texture based segmentation of molecular pathology images using HSOMs. In ISBI, pages 292-295, 2008.
-
(2008)
ISBI
, pp. 292-295
-
-
Datar, M.1
Padfield, D.2
Cline, H.3
-
14
-
-
33947722975
-
Automated cancer diagnosis based on histopathological images: A systematic survey
-
Rensselaer Polytechnic Institute, Department of Computer Science
-
C. Demir and B. Yener. Automated cancer diagnosis based on histopathological images: A systematic survey. Technical Report, Rensselaer Polytechnic Institute, Department of Computer Science., 2009.
-
(2009)
Technical Report
-
-
Demir, C.1
Yener, B.2
-
15
-
-
80055064184
-
Cascaded multi-class pairwise classifier (CASCAMPA) for normal, cancerous, and cancer confounder classes in prostate histology
-
S. Doyle, M. Feldman, J. Tomaszewski, N. Shih, and A. Madabhushu. Cascaded multi-class pairwise classifier (CASCAMPA) for normal, cancerous, and cancer confounder classes in prostate histology. In ISBI, pages 715-718, 2011.
-
(2011)
ISBI
, pp. 715-718
-
-
Doyle, S.1
Feldman, M.2
Tomaszewski, J.3
Shih, N.4
Madabhushu, A.5
-
16
-
-
33751379736
-
Image denoising via sparse and redundant representations over learned dictionaries
-
Dec
-
M. Elad and M. Aharon. Image denoising via sparse and redundant representations over learned dictionaries. IEEE Transactions on Image Processing, 15(12):3736-3745, Dec. 2006.
-
(2006)
IEEE Transactions on Image Processing
, vol.15
, Issue.12
, pp. 3736-3745
-
-
Elad, M.1
Aharon, M.2
-
18
-
-
50949133669
-
LIBLINEAR: A library for large linear classification
-
R.-E. Fan, K.-W. Chang, C.-J. Hsieh, X.-R. Wang, and C.-J. Lin. LIBLINEAR: A library for large linear classification. Journal of Machine Learning Research, 9:1871-1874, 2008.
-
(2008)
Journal of Machine Learning Research
, vol.9
, pp. 1871-1874
-
-
Fan, R.-E.1
Chang, K.-W.2
Hsieh, C.-J.3
Wang, X.-R.4
Lin, C.-J.5
-
19
-
-
77953803946
-
Expectation-maximization-driven geodesic active contours with overlap resolution (EMaGACOR): Application to lymphocyte segmentation on breast cancer histopathology
-
H. Fatakdawala, J. Xu, A. Basavanhally, G. Bhanot, S. Ganesan, F. Feldman, J. Tomaszewski, and A. Madabhushi. Expectation-maximization-driven geodesic active contours with overlap resolution (EMaGACOR): Application to lymphocyte segmentation on breast cancer histopathology. IEEE Transactions on Biomedical Engineering, 57(7):1676-1690, 2010.
-
(2010)
IEEE Transactions on Biomedical Engineering
, vol.57
, Issue.7
, pp. 1676-1690
-
-
Fatakdawala, H.1
Xu, J.2
Basavanhally, A.3
Bhanot, G.4
Ganesan, S.5
Feldman, F.6
Tomaszewski, J.7
Madabhushi, A.8
-
20
-
-
77956941136
-
Histopathological image analysis: A review
-
M. Gurcan, L. Boucheron, A. Can, A. Madabhushi, N. Rajpoot, and Y. Bulent. Histopathological image analysis: a review. IEEE Transactions on Biomedical Engineering, 2:147-171, 2009.
-
(2009)
IEEE Transactions on Biomedical Engineering
, vol.2
, pp. 147-171
-
-
Gurcan, M.1
Boucheron, L.2
Can, A.3
Madabhushi, A.4
Rajpoot, N.5
Bulent, Y.6
-
21
-
-
80055060650
-
Comparison of sparse coding and kernel methods for histopathological classification of glioblastoma multiforme
-
J. Han, H. Chang, L. Loss, K. Zhang, F. Baehner, J. Gray, P. Spellman, and B. Parvin. Comparison of sparse coding and kernel methods for histopathological classification of glioblastoma multiforme. In ISBI, pages 711-714, 2011.
-
(2011)
ISBI
, pp. 711-714
-
-
Han, J.1
Chang, H.2
Loss, L.3
Zhang, K.4
Baehner, F.5
Gray, J.6
Spellman, P.7
Parvin, B.8
-
22
-
-
80052312476
-
Time efficient sparse analysis of histopathological whole slide images
-
C. Huang, A. Veillard, N. Lomeine, D. Racoceanu, and L. Roux. Time efficient sparse analysis of histopathological whole slide images. Computerized medical imaging and graphics, 35(7-8):579-591, 2011.
-
(2011)
Computerized Medical Imaging and Graphics
, vol.35
, Issue.7-8
, pp. 579-591
-
-
Huang, C.1
Veillard, A.2
Lomeine, N.3
Racoceanu, D.4
Roux, L.5
-
23
-
-
70049083257
-
-
Technical Report CBLL-TR-2008-12-01, Computational and Biological Learning Lab, Courant Institute, NYU
-
K. Kavukcuoglu, M. Ranzato, and Y. LeCun. Fast inference in sparse coding algorithms with applications to object recognition. Technical Report CBLL-TR-2008-12-01, Computational and Biological Learning Lab, Courant Institute, NYU, 2008.
-
(2008)
Fast Inference in Sparse Coding Algorithms with Applications to Object Recognition
-
-
Kavukcuoglu, K.1
Ranzato, M.2
Lecun, Y.3
-
24
-
-
78049396072
-
Texture based image recognition in microscopy images of diffuse gliomas with multi-class gentle boosting mechanism
-
J. Kong, L. Cooper, A. Sharma, T. Kurk, D. Brat, and J. Saltz. Texture based image recognition in microscopy images of diffuse gliomas with multi-class gentle boosting mechanism. In ICASSAP, pages 457-460, 2010.
-
(2010)
ICASSAP
, pp. 457-460
-
-
Kong, J.1
Cooper, L.2
Sharma, A.3
Kurk, T.4
Brat, D.5
Saltz, J.6
-
25
-
-
84869425939
-
Biological interpretation of morphological patterns in histopathological whole slide images
-
S. Kothari, J. Phan, A. Osunkoya, and M. Wang. Biological interpretation of morphological patterns in histopathological whole slide images. In ACM Conference on Bioinformatics, Computational Biology and Biomedicine, 2012.
-
(2012)
ACM Conference on Bioinformatics, Computational Biology and Biomedicine
-
-
Kothari, S.1
Phan, J.2
Osunkoya, A.3
Wang, M.4
-
27
-
-
84864859719
-
Learning invariant features from tumor signature
-
Q. Le, J. Han, J. Gray, P. Spellman, A. Borowsky, and B. Parvin. Learning invariant features from tumor signature. In ISBI, pages 302-305, 2012.
-
(2012)
ISBI
, pp. 302-305
-
-
Le, Q.1
Han, J.2
Gray, J.3
Spellman, P.4
Borowsky, A.5
Parvin, B.6
-
28
-
-
84864036295
-
Efficient sparse coding algorithms
-
NIPS
-
H. Lee, A. Battle, R. Raina, and A. Y. Ng. Efficient sparse coding algorithms. In In NIPS, pages 801-808. NIPS, 2007.
-
(2007)
NIPS
, pp. 801-808
-
-
Lee, H.1
Battle, A.2
Raina, R.3
Ng, A.Y.4
-
30
-
-
76749107542
-
Online learning for matrix factorization and sparse coding
-
Mar
-
J. Mairal, F. Bach, J. Ponce, and G. Sapiro. Online learning for matrix factorization and sparse coding. J. Mach. Learn. Res., 11:19-60, Mar. 2010.
-
(2010)
J. Mach. Learn. Res.
, vol.11
, pp. 19-60
-
-
Mairal, J.1
Bach, F.2
Ponce, J.3
Sapiro, G.4
-
31
-
-
34948911156
-
Randomized clustering forests for building fast and discriminative visual vocabularies
-
F. Moosmann, B. Triggs, and F. Jurie. Randomized clustering forests for building fast and discriminative visual vocabularies. In NIPS, 2006.
-
(2006)
NIPS
-
-
Moosmann, F.1
Triggs, B.2
Jurie, F.3
-
32
-
-
84881642017
-
Classification of tumor histopathology via sparse feature learning
-
N. Nayak, H. Chang, A. Borowsky, P. Spellman, and B. Parvin. Classification of tumor histopathology via sparse feature learning. In Proc. ISBI, pages 410-413, 2013.
-
(2013)
Proc. ISBI
, pp. 410-413
-
-
Nayak, N.1
Chang, H.2
Borowsky, A.3
Spellman, P.4
Parvin, B.5
-
34
-
-
85161966246
-
Sparse feature learning for deep belief networks
-
J. Platt, D. Koller, Y. Singer, and S. Roweis, editors MIT Press, Cambridge, MA
-
M. Ranzato, Y.-L. Boureau, and Y. LeCun. Sparse feature learning for deep belief networks. In J. Platt, D. Koller, Y. Singer, and S. Roweis, editors, Advances in Neural Information Processing Systems 20, pages 1185-1192. MIT Press, Cambridge, MA, 2008.
-
(2008)
Advances in Neural Information Processing Systems
, vol.20
, pp. 1185-1192
-
-
Ranzato, M.1
Boureau, Y.-L.2
Lecun, Y.3
-
35
-
-
64649083745
-
Signal recovery from random measurements via orthogonal matching pursuit
-
J. Tropp and A. Gilbert. Signal recovery from random measurements via orthogonal matching pursuit. Information Theory, IEEE Transactions on, 53(12):4655-4666, 2007.
-
(2007)
Information Theory, IEEE Transactions on
, vol.53
, Issue.12
, pp. 4655-4666
-
-
Tropp, J.1
Gilbert, A.2
-
37
-
-
70450209196
-
Linear spatial pyramid matching using sparse coding for image classification
-
J. Yang, K. Yu, Y. Gong, and T. Huang. Linear spatial pyramid matching using sparse coding for image classification. In Proceedings of the Conference on Computer Vision and Pattern Recognition, pages 1794-1801, 2009.
-
(2009)
Proceedings of the Conference on Computer Vision and Pattern Recognition
, pp. 1794-1801
-
-
Yang, J.1
Yu, K.2
Gong, Y.3
Huang, T.4
-
39
-
-
84863401481
-
Nonlinear learning using local coordinate coding
-
Y. Bengio, D. Schuurmans, J. Lafferty, C. K. I. Williams, and A. Culotta, Editors
-
K. Yu, T. Zhang, and Y. Gong. Nonlinear learning using local coordinate coding. In Y. Bengio, D. Schuurmans, J. Lafferty, C. K. I. Williams, and A. Culotta, editors, Advances in Neural Information Processing Systems 22, pages 2223-2231, 2009.
-
(2009)
Advances in Neural Information Processing Systems
, vol.22
, pp. 2223-2231
-
-
Yu, K.1
Zhang, T.2
Gong, Y.3
|