-
2
-
-
77956941136
-
Histopathological Image Analysis: A Review
-
2910932, 20671804
-
Gurcan M, Boucheron L, Can A, Madabhushi A, Rajpoot N, Yener B. Histopathological Image Analysis: A Review. IEEE Reviews in Biomedical Engineering 2009, 2:147-171. 2910932, 20671804.
-
(2009)
IEEE Reviews in Biomedical Engineering
, vol.2
, pp. 147-171
-
-
Gurcan, M.1
Boucheron, L.2
Can, A.3
Madabhushi, A.4
Rajpoot, N.5
Yener, B.6
-
3
-
-
84555179528
-
A Boosted Bayesian Multi-Resolution Classifier for Prostate Cancer Detection from Digitized Needle Biopsies
-
Doyle S, Feldman M, Tomaszewski J, Madabhushi A. A Boosted Bayesian Multi-Resolution Classifier for Prostate Cancer Detection from Digitized Needle Biopsies. IEEE Transactions on Biomedical Engineering (In Press, PMID 20570758) 2010,
-
(2010)
IEEE Transactions on Biomedical Engineering (In Press, PMID 20570758)
-
-
Doyle, S.1
Feldman, M.2
Tomaszewski, J.3
Madabhushi, A.4
-
4
-
-
77954227318
-
Review: Integrated Diagnostics: A Conceptual Framework with Examples
-
Madabhushi A, Doyle S, Lee G, Basavanhally A, Monaco J, Masters S, Feldman M, Tomaszewski J. Review: Integrated Diagnostics: A Conceptual Framework with Examples. Clinical Chemistry and Laboratory Medicine 2010, 989-998.
-
(2010)
Clinical Chemistry and Laboratory Medicine
, pp. 989-998
-
-
Madabhushi, A.1
Doyle, S.2
Lee, G.3
Basavanhally, A.4
Monaco, J.5
Masters, S.6
Feldman, M.7
Tomaszewski, J.8
-
5
-
-
51049109414
-
Automated Grading of Breast Cancer Histopathology Using Spectral Clustering with Textural and Architectural Image Features
-
Doyle S, Agner S, Madabhushi A, Feldman M, Tomaszewski J. Automated Grading of Breast Cancer Histopathology Using Spectral Clustering with Textural and Architectural Image Features. ISBI 2008. 5th IEEE International Symposium 2008, 496-499.
-
(2008)
ISBI 2008. 5th IEEE International Symposium
, pp. 496-499
-
-
Doyle, S.1
Agner, S.2
Madabhushi, A.3
Feldman, M.4
Tomaszewski, J.5
-
6
-
-
77955569128
-
High-throughput detection of prostate cancer in histological sections using probabilistic pairwise Markov models
-
10.1016/j.media.2010.04.007, 2916937, 20493759
-
Monaco J, Tomaszewski J, Feldman M, Hagemann I, Moradi M, Mousavi P, Boag A, Davidson C, Abolmaesumi P, Madabhushi A. High-throughput detection of prostate cancer in histological sections using probabilistic pairwise Markov models. Medical Image Analysis 2010, 14(4):617-629. 10.1016/j.media.2010.04.007, 2916937, 20493759.
-
(2010)
Medical Image Analysis
, vol.14
, Issue.4
, pp. 617-629
-
-
Monaco, J.1
Tomaszewski, J.2
Feldman, M.3
Hagemann, I.4
Moradi, M.5
Mousavi, P.6
Boag, A.7
Davidson, C.8
Abolmaesumi, P.9
Madabhushi, A.10
-
7
-
-
77953803946
-
Expectation Maximization driven Geodesic Active Contour with Overlap Resolution (EMaGACOR): Application to Lymphocyte Segmentation on Breast Cancer Histopathology
-
Fatakdawala H, Xu J, Basavanhally A, Bhanot G, Ganesan S, Feldman M, Tomaszewski J, Madabhushi A. Expectation Maximization driven Geodesic Active Contour with Overlap Resolution (EMaGACOR): Application to Lymphocyte Segmentation on Breast Cancer Histopathology. Biomedical Engineering, IEEE Transactions on 2010, 57(7):1676-1689.
-
(2010)
Biomedical Engineering, IEEE Transactions on
, vol.57
, Issue.7
, pp. 1676-1689
-
-
Fatakdawala, H.1
Xu, J.2
Basavanhally, A.3
Bhanot, G.4
Ganesan, S.5
Feldman, M.6
Tomaszewski, J.7
Madabhushi, A.8
-
8
-
-
77649084558
-
Computerized Image-Based Detection and Grading of Lymphocytic Infiltration in HER2+ Breast Cancer Histopathology
-
Basavanhally A, Ganesan S, Agner S, Monaco J, Feldman M, Tomaszewski J, Bhanot G, Madabhushi A. Computerized Image-Based Detection and Grading of Lymphocytic Infiltration in HER2+ Breast Cancer Histopathology. Biomedical Engineering IEEE Transactions on 2010, 57(3):642-653.
-
(2010)
Biomedical Engineering IEEE Transactions on
, vol.57
, Issue.3
, pp. 642-653
-
-
Basavanhally, A.1
Ganesan, S.2
Agner, S.3
Monaco, J.4
Feldman, M.5
Tomaszewski, J.6
Bhanot, G.7
Madabhushi, A.8
-
10
-
-
0031209604
-
Selective Sampling Using the Query by Committee Algorithm
-
Freund Y, Seung H, Shamir E, Tishby N. Selective Sampling Using the Query by Committee Algorithm. Machine Learning 1996, 28:133-168.
-
(1996)
Machine Learning
, vol.28
, pp. 133-168
-
-
Freund, Y.1
Seung, H.2
Shamir, E.3
Tishby, N.4
-
12
-
-
84888282640
-
Active Learning for Structure in Bayesian Networks
-
Tong S, Koller D. Active Learning for Structure in Bayesian Networks. 2001,
-
(2001)
-
-
Tong, S.1
Koller, D.2
-
14
-
-
0028424239
-
Improving generalization with active learning
-
[10.1007/BF00993277]
-
Cohn D, Atlas L, Ladner R. Improving generalization with active learning. Machine Learning 1994, 15(2):201-221. [10.1007/BF00993277].
-
(1994)
Machine Learning
, vol.15
, Issue.2
, pp. 201-221
-
-
Cohn, D.1
Atlas, L.2
Ladner, R.3
-
16
-
-
0010813872
-
Reinforcement Driven Information Acquisition in Non-Deterministic Environments
-
Schmidhuber J, Storck J, Hochreiter S. Reinforcement Driven Information Acquisition in Non-Deterministic Environments. Tech report, Fakultät für Informatik, Technische Universität München 1995, 2:159-164.
-
(1995)
Tech report, Fakultät für Informatik, Technische Universität München
, vol.2
, pp. 159-164
-
-
Schmidhuber, J.1
Storck, J.2
Hochreiter, S.3
-
18
-
-
33646386647
-
Active Sampling for Knowledge Discovery from Biomedical Data
-
Springer Berlin/Heidelberg, Jorge A, Torgo L, Brazdil P, Camacho R, Gama J
-
Veeramachaneni S, Demichelis F, Olivetti E, Avesani P. Active Sampling for Knowledge Discovery from Biomedical Data. Knowledge Discovery in Databases: PKDD 2005, Volume 3721 of Lecture Notes in Computer Science 2005, 343-354. Springer Berlin/Heidelberg, Jorge A, Torgo L, Brazdil P, Camacho R, Gama J.
-
(2005)
Knowledge Discovery in Databases: PKDD 2005, Volume 3721 of Lecture Notes in Computer Science
, pp. 343-354
-
-
Veeramachaneni, S.1
Demichelis, F.2
Olivetti, E.3
Avesani, P.4
-
19
-
-
85088412888
-
Consensus of Ambiguity: Theory and Application of Active Learning for Biomedical Image Analysis
-
Doyle S, Madabhushi A. Consensus of Ambiguity: Theory and Application of Active Learning for Biomedical Image Analysis. Pattern Recognition in Bioinformatics (PRIB) 2010,
-
(2010)
Pattern Recognition in Bioinformatics (PRIB)
-
-
Doyle, S.1
Madabhushi, A.2
-
20
-
-
0003790115
-
The Effect of Class Distribution on Classifier Learning: An Empirical Study
-
Weiss GM, Provost F. The Effect of Class Distribution on Classifier Learning: An Empirical Study. Technical Report ML-TR-44 2001, , http://citeseerx.ist.psu.edu/viewdoc/summary?doi=?doi=10.1.1.28.9570
-
(2001)
Technical Report ML-TR-44
-
-
Weiss, G.M.1
Provost, F.2
-
21
-
-
33845536164
-
The Class Imbalance Problem: A Systematic Study
-
Japkowicz N, Stephen S. The Class Imbalance Problem: A Systematic Study. Intelligent Data Analysis 2002, 6:429-449.
-
(2002)
Intelligent Data Analysis
, vol.6
, pp. 429-449
-
-
Japkowicz, N.1
Stephen, S.2
-
22
-
-
0346586663
-
SMOTE: Synthetic Minority Over-sampling Technique
-
Chawla N, Bowyer K, Hall L, Kegelmeyer W. SMOTE: Synthetic Minority Over-sampling Technique. Journal of Artificial Intelligence Research 2002, 16:321-357.
-
(2002)
Journal of Artificial Intelligence Research
, vol.16
, pp. 321-357
-
-
Chawla, N.1
Bowyer, K.2
Hall, L.3
Kegelmeyer, W.4
-
24
-
-
84897785955
-
Applying One-Sided Selection to Unbalanced Datasets
-
Springer Berlin/Heidelberg, Cairo O, Sucar L, Cantu F
-
Batista G, Carvalho A, Monard M. Applying One-Sided Selection to Unbalanced Datasets. MICAI 2000: Advances in Artificial Intelligence, Volume 1793 of Lecture Notes in Computer Science 2000, 315-325. Springer Berlin/Heidelberg, Cairo O, Sucar L, Cantu F.
-
(2000)
MICAI 2000: Advances in Artificial Intelligence, Volume 1793 of Lecture Notes in Computer Science
, pp. 315-325
-
-
Batista, G.1
Carvalho, A.2
Monard, M.3
-
25
-
-
33746677949
-
A stable gene selection in microarray data analysis
-
10.1186/1471-2105-7-228, 1524991, 16643657
-
Yang K, Cai Z, Li J, Lin G. A stable gene selection in microarray data analysis. BMC Bioinformatics 2006, 7:228. 10.1186/1471-2105-7-228, 1524991, 16643657., http://www.biomedcentral.com/1471-2105/7/228
-
(2006)
BMC Bioinformatics
, vol.7
, pp. 228
-
-
Yang, K.1
Cai, Z.2
Li, J.3
Lin, G.4
-
26
-
-
77957966090
-
Grading nuclear pleomorphism on histological micrographs
-
Cosatto E, Miller M, Graf H, Meyer J. Grading nuclear pleomorphism on histological micrographs. Pattern Recognition, ICPR 2008. 19th International Conference on 2008 2008, 1-4.
-
(2008)
Pattern Recognition, ICPR 2008. 19th International Conference on 2008
, pp. 1-4
-
-
Cosatto, E.1
Miller, M.2
Graf, H.3
Meyer, J.4
-
27
-
-
82555178764
-
A Microscopic Telepathology System for Multiresolution Computer-Aided Diagnosis
-
Begelman G, Pechuk M, Rivlin E. A Microscopic Telepathology System for Multiresolution Computer-Aided Diagnosis. Journal of Multimedia 2006, 1(7):40-48.
-
(2006)
Journal of Multimedia
, vol.1
, Issue.7
, pp. 40-48
-
-
Begelman, G.1
Pechuk, M.2
Rivlin, E.3
-
28
-
-
85059361118
-
Taking into account the differences between actively and passively acquired data: the case of active learning with support vector machines for imbalanced datasets
-
USA: Association for Computational Linguistics, Morristown, NJ
-
Bloodgood M, Vijay-Shanker K. Taking into account the differences between actively and passively acquired data: the case of active learning with support vector machines for imbalanced datasets. NAACL '09: Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Companion Volume: Short Papers 2009, 137-140. USA: Association for Computational Linguistics, Morristown, NJ.
-
(2009)
NAACL '09: Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Companion Volume: Short Papers
, pp. 137-140
-
-
Bloodgood, M.1
Vijay-Shanker, K.2
-
30
-
-
0030211964
-
Bagging Predictors
-
Breiman L. Bagging Predictors. Machine Learning 1996, 24(2):123-140.
-
(1996)
Machine Learning
, vol.24
, Issue.2
, pp. 123-140
-
-
Breiman, L.1
-
31
-
-
0020737631
-
The Laplacian Pyramid as a Compact Image Code
-
Burt P, Adelson E. The Laplacian Pyramid as a Compact Image Code. Journal of Communication 1983, 31(4):532-540.
-
(1983)
Journal of Communication
, vol.31
, Issue.4
, pp. 532-540
-
-
Burt, P.1
Adelson, E.2
-
35
-
-
33745897632
-
Probabilistic boosting-tree: Learning discriminative models for classification, recognition, and clustering
-
Tu Z. Probabilistic boosting-tree: Learning discriminative models for classification, recognition, and clustering. ICCV 2005, 2:1589-1596.
-
(2005)
ICCV
, vol.2
, pp. 1589-1596
-
-
Tu, Z.1
-
36
-
-
78049464439
-
A Class Balanced Active Learning Scheme that Accounts for Minority Class Problems: Applications to Histopathology
-
Doyle S, Monaco J, Feldman M, Tomaszewski J, Madabhushi A. A Class Balanced Active Learning Scheme that Accounts for Minority Class Problems: Applications to Histopathology. OPTIMHisE Workshop (MICCAI) 2009, 19-30.
-
(2009)
OPTIMHisE Workshop (MICCAI)
, pp. 19-30
-
-
Doyle, S.1
Monaco, J.2
Feldman, M.3
Tomaszewski, J.4
Madabhushi, A.5
|