-
1
-
-
33745355417
-
Diagnosis of skin disease
-
7th edn. Oxford: Blackwell Science
-
N. Cox and I. Coulson,. Diagnosis of skin disease,. Rook's Textbook of Dermatology, 7th edn. Oxford: Blackwell Science, vol. 5, 2004.
-
(2004)
Rook's Textbook of Dermatology
, vol.5
-
-
Cox, N.1
Coulson, I.2
-
2
-
-
0032481571
-
Does this patient have a mole or a melanoma
-
J. D. Whited and J. M. Grichnik,. Does this patient have a mole or a melanoma. Jama, vol. 279, no. 9, pp. 696. 701, 1998.
-
(1998)
Jama
, vol.279
, Issue.9
, pp. 696-701
-
-
Whited, J.D.1
Grichnik, J.M.2
-
3
-
-
84906347546
-
-
CoRR. Abs/1312. 6229
-
P. Sermanet, D. Eigen, X. Zhang, M. Mathieu, R. Fergus, and Y. LeCun,. Overfeat: Integrated recognition, localization and detection using convolutional networks,. CoRR, vol. Abs/1312. 6229, 2013. [Online]. Available: http: //arxiv. org/abs/1312. 6229
-
(2013)
Overfeat: Integrated Recognition, Localization and Detection Using Convolutional Networks
-
-
Sermanet, P.1
Eigen, D.2
Zhang, X.3
Mathieu, M.4
Fergus, R.5
LeCun, Y.6
-
5
-
-
84964983441
-
-
CoRR. Abs/1409. 4842
-
C. Szegedy, W. Liu, Y. Jia, P. Sermanet, S. Reed, D. Anguelov, D. Erhan, V. Vanhoucke, and A. Rabinovich,. Going deeper with convolutions,. CoRR, vol. Abs/1409. 4842, 2014. [Online]. Available: http: //arxiv. org/abs/1409. 4842
-
(2014)
Going Deeper with Convolutions
-
-
Szegedy, C.1
Liu, W.2
Jia, Y.3
Sermanet, P.4
Reed, S.5
Anguelov, D.6
Erhan, D.7
Vanhoucke, V.8
Rabinovich, A.9
-
7
-
-
84947041871
-
Imagenet large scale visual recognition challenge
-
O. Russakovsky, J. Deng, H. Su, J. Krause, S. Satheesh, S. Ma, Z. Huang, A. Karpathy, A. Khosla, M. Bernstein, A. C. Berg, and L. Fei-Fei,. ImageNet Large Scale Visual Recognition Challenge,. International Journal of Computer Vision (IJCV), vol. 115, no. 3, pp. 211. 252, 2015.
-
(2015)
International Journal of Computer Vision (IJCV)
, vol.115
, Issue.3
, pp. 211-252
-
-
Russakovsky, O.1
Deng, J.2
Su, H.3
Krause, J.4
Satheesh, S.5
Ma, S.6
Huang, Z.7
Karpathy, A.8
Khosla, A.9
Bernstein, M.10
Berg, A.C.11
Fei-Fei, L.12
-
8
-
-
84939543295
-
Automated detection of melanoma in dermoscopic images
-
J. Scharcanski and M. E. Celebi, Eds. Springer Berlin Heidelberg
-
J. Arroyo and B. Zapirain,. Automated detection of melanoma in dermoscopic images,. in Computer Vision Techniques for the Diagnosis of Skin Cancer, ser. Series in BioEngineering, J. Scharcanski and M. E. Celebi, Eds. Springer Berlin Heidelberg, 2014, pp. 139. 192. [Online]. Available: http: //dx. doi. org/10. 1007/978-3-642-39608-3 6
-
(2014)
Computer Vision Techniques for the Diagnosis of Skin Cancer, Ser. Series in BioEngineering
, pp. 139-192
-
-
Arroyo, J.1
Zapirain, B.2
-
9
-
-
85008921966
-
Dermoscopy image processing for Chinese
-
J. Scharcanski and M. E. Celebi, Eds. Springer Berlin Heidelberg
-
F. Xie, Y. Wu, Z. Jiang, and R. Meng,. Dermoscopy image processing for Chinese,. in Computer Vision Techniques for the Diagnosis of Skin Cancer, ser. Series in BioEngineering, J. Scharcanski and M. E. Celebi, Eds. Springer Berlin Heidelberg, 2014, pp. 109. 137. [Online]. Available: http: //dx. doi. org/10. 1007/978-3-642-39608-3 5
-
(2014)
Computer Vision Techniques for the Diagnosis of Skin Cancer, Ser. Series in BioEngineering
, pp. 109-137
-
-
Xie, F.1
Wu, Y.2
Jiang, Z.3
Meng, R.4
-
10
-
-
84947425172
-
Automatic diagnosis of melanoma based on the 7-point checklist
-
J. Scharcanski and M. E. Celebi, Eds. Springer Berlin Heidelberg
-
G. Fabbrocini, V. Vita, S. Cacciapuoti, G. Leo, C. Liguori, A. Paolillo, A. Pietrosanto, and P. Sommella,. Automatic diagnosis of melanoma based on the 7-point checklist,. in Computer Vision Techniques for the Diagnosis of Skin Cancer, ser. Series in BioEngineering, J. Scharcanski and M. E. Celebi, Eds. Springer Berlin Heidelberg, 2014, pp. 71. 107. [Online]. Available: http: //dx. doi. org/10. 1007/978-3-642-39608-3 4
-
(2014)
Computer Vision Techniques for the Diagnosis of Skin Cancer, Ser. Series in BioEngineering
, pp. 71-107
-
-
Fabbrocini, G.1
Vita, V.2
Cacciapuoti, S.3
Leo, G.4
Liguori, C.5
Paolillo, A.6
Pietrosanto, A.7
Sommella, P.8
-
11
-
-
84923829716
-
Pattern analysis in dermoscopic images
-
J. Scharcanski and M. E. Celebi, Eds. Springer Berlin Heidelberg
-
A. Sáez, B. Acha, and C. Serrano,. Pattern analysis in dermoscopic images,. in Computer Vision Techniques for the Diagnosis of Skin Cancer, ser. Series in BioEngineering, J. Scharcanski and M. E. Celebi, Eds. Springer Berlin Heidelberg, 2014, pp. 23. 48. [Online]. Available: http: //dx. doi. org/10. 1007/978-3-642-39608-3 2
-
(2014)
Computer Vision Techniques for the Diagnosis of Skin Cancer, Ser. Series in BioEngineering
, pp. 23-48
-
-
Sáez, A.1
Acha, B.2
Serrano, C.3
-
12
-
-
84884480490
-
Bag-of-features classification model for the diagnose of melanoma in dermoscopy images using color and texture descriptors
-
M. Kamel and A. Campilho, Eds. Springer Berlin Heidelberg
-
C. Barata, J. Marques, and T. Mendonça,. Bag-of-features classification model for the diagnose of melanoma in dermoscopy images using color and texture descriptors,. in Image Analysis and Recognition, ser. Lecture Notes in Computer Science, M. Kamel and A. Campilho, Eds. Springer Berlin Heidelberg, 2013, vol. 7950, pp. 547. 555. [Online]. Available: http: //dx. doi. org/10. 1007/978-3-642-39094-4 62
-
(2013)
Image Analysis and Recognition, Ser. Lecture Notes in Computer Science
, vol.7950
, pp. 547-555
-
-
Barata, C.1
Marques, J.2
Mendonça, T.3
-
13
-
-
84901774997
-
Automatic detection of invasive ductal carcinoma in whole slide images with convolutional neural networks
-
A. Cruz-Roa, A. Basavanhally, F. González, H. Gilmore, M. Feldman, S. Ganesan, N. Shih, J. Tomaszewski, and A. Madabhushi,. Automatic detection of invasive ductal carcinoma in whole slide images with convolutional neural networks,. in SPIE Medical Imaging. International Society for Optics and Photonics, 2014, pp. 904 103. 904 103.
-
(2014)
SPIE Medical Imaging. International Society for Optics and Photonics
, pp. 904103
-
-
Cruz-Roa, A.1
Basavanhally, A.2
González, F.3
Gilmore, H.4
Feldman, M.5
Ganesan, S.6
Shih, N.7
Tomaszewski, J.8
Madabhushi, A.9
-
14
-
-
84901804555
-
Cascaded ensemble of convolutional neural networks and handcrafted features for mitosis detection
-
H. Wang, A. Cruz-Roa, A. Basavanhally, H. Gilmore, N. Shih, M. Feldman, J. Tomaszewski, F. Gonzalez, and A. Madabhushi,. Cascaded ensemble of convolutional neural networks and handcrafted features for mitosis detection,. in SPIE Medical Imaging. International Society for Optics and Photonics, 2014, pp. 90 410B. 90 410B.
-
(2014)
SPIE Medical Imaging. International Society for Optics and Photonics
, pp. 90410B-90410B
-
-
Wang, H.1
Cruz-Roa, A.2
Basavanhally, A.3
Gilmore, H.4
Shih, N.5
Feldman, M.6
Tomaszewski, J.7
Gonzalez, F.8
Madabhushi, A.9
-
15
-
-
84930576933
-
An unsupervised feature learning framework for basal cell carcinoma image analysis
-
J. Arevalo, A. Cruz-Roa, V. Arias, E. Romero, and F. A. González,. An unsupervised feature learning framework for basal cell carcinoma image analysis,. Artificial intelligence in medicine, 2015.
-
(2015)
Artificial Intelligence in Medicine
-
-
Arevalo, J.1
Cruz-Roa, A.2
Arias, V.3
Romero, E.4
González, F.A.5
-
17
-
-
0040966631
-
Pattern matching: The gestalt approach
-
J. W. Ratcliff and D. E. Metzener,. Pattern matching: The gestalt approach,. Dr Dobb's Journal, vol. 13, no. 7, p. 46, 1988.
-
(1988)
Dr Dobb's Journal
, vol.13
, Issue.7
, pp. 46
-
-
Ratcliff, J.W.1
Metzener, D.E.2
-
18
-
-
84876231242
-
Imagenet classification with deep convolutional neural networks
-
F. Pereira, C. Burges, L. Bottou, and K. Weinberger, Eds. Curran Associates, Inc.
-
A. Krizhevsky, I. Sutskever, and G. E. Hinton,. Imagenet classification with deep convolutional neural networks,. in Advances in Neural In-formation Processing Systems 25, F. Pereira, C. Burges, L. Bottou, and K. Weinberger, Eds. Curran Associates, Inc., 2012, pp. 1097. 1105.
-
(2012)
Advances in Neural In-formation Processing Systems 25
, pp. 1097-1105
-
-
Krizhevsky, A.1
Sutskever, I.2
Hinton, G.E.3
-
19
-
-
84958589374
-
-
arXiv preprint arXiv: 1512. 03385
-
K. He, X. Zhang, S. Ren, and J. Sun,. Deep residual learning for image recognition,. ArXiv preprint arXiv: 1512. 03385, 2015.
-
(2015)
Deep Residual Learning for Image Recognition
-
-
He, K.1
Zhang, X.2
Ren, S.3
Sun, J.4
-
20
-
-
84913555165
-
-
arXiv preprint arXiv: 1408. 5093
-
Y. Jia, E. Shelhamer, J. Donahue, S. Karayev, J. Long, R. Girshick, S. Guadarrama, and T. Darrell,. Caffe: Convolutional architecture for fast feature embedding,. ArXiv preprint arXiv: 1408. 5093, 2014.
-
(2014)
Caffe: Convolutional Architecture for Fast Feature Embedding
-
-
Jia, Y.1
Shelhamer, E.2
Donahue, J.3
Karayev, S.4
Long, J.5
Girshick, R.6
Guadarrama, S.7
Darrell, T.8
-
22
-
-
33748366796
-
Multilabel neural networks with applications to functional genomics and text categorization
-
Oct
-
M.-L. Zhang and Z.-H. Zhou,. Multilabel neural networks with applications to functional genomics and text categorization,. IEEE Transactions on Knowledge and Data Engineering, vol. 18, no. 10, pp. 1338. 1351, Oct 2006.
-
(2006)
IEEE Transactions on Knowledge and Data Engineering
, vol.18
, Issue.10
, pp. 1338-1351
-
-
Zhang, M.-L.1
Zhou, Z.-H.2
-
23
-
-
84952032150
-
-
CoRR. Abs/1411. 1792
-
J. Yosinski, J. Clune, Y. Bengio, and H. Lipson,. How transferable are features in deep neural networks. CoRR, vol. Abs/1411. 1792, 2014. [Online]. Available: http: //arxiv. org/abs/1411. 1792
-
(2014)
How Transferable Are Features in Deep Neural Networks
-
-
Yosinski, J.1
Clune, J.2
Bengio, Y.3
Lipson, H.4
-
24
-
-
40049103965
-
-
Department of Statistics and Actuarial Science, University of Waterloo
-
M. Zhu,. Recall, precision and average precision,. Department of Statistics and Actuarial Science, University of Waterloo, vol. 2, 2004.
-
(2004)
Recall, Precision and Average Precision
, vol.2
-
-
Zhu, M.1
|