-
2
-
-
84857037061
-
Radiomics: Extracting more information from medical images using advanced feature analysis
-
Lambin P1, Rios-Velazquez E, Leijenaar R, Carvalho S, van Stiphout RG, Granton P, Zegers CM, Gillies R, Boellard R, Dekker A, and Aerts HJ, "Radiomics: Extracting more information from medical images using advanced feature analysis, " European journal of cancer, vol. 48, issue 4, pp. 441-446, 2012.
-
(2012)
European Journal of Cancer
, vol.48
, Issue.4
, pp. 441-446
-
-
Lambin, P.J.1
Rios-Velazquez, E.2
Leijenaar, R.3
Carvalho, S.4
Van Stiphout, R.G.5
Granton, P.6
Zegers, C.M.7
Gillies, R.8
Boellard, R.9
Dekker, A.10
Aerts, H.J.11
-
3
-
-
84901946941
-
Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach
-
Hugo J. W. L. Aerts, Emmanuel Rios Velazquez, Ralph T. H. Leijenaar, Chintan Parmar, Patrick Grossmann, Sara Carvalho, Johan Bussink, René Monshouwer, Benjamin Haibe-Kains, Derek Rietveld, Frank Hoebers, Michelle M. Rietbergen, C. René Leemans, Andre Dekker, John Quackenbush, Robert J. Gillies, and Philippe Lambin, "Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach, " Nat Commun, vol. 5, no. 4006, 2014.
-
(2014)
Nat Commun
, vol.5
, Issue.4006
-
-
Aerts, L.W.H.J.1
Rios Velazquez, E.2
Leijenaar, H.R.T.3
Parmar, C.4
Grossmann, P.5
Carvalho, S.6
Bussink, J.7
Monshouwer, R.8
Haibe-Kains, B.9
Rietveld, D.10
Hoebers, F.11
Rietbergen, M.M.12
René Leemans, C.13
Dekker, A.14
Quackenbush, J.15
Gillies, R.J.16
Lambin, P.17
-
4
-
-
84866768756
-
Locally advanced head and neck squamous cell cancer: Treatment choice based on risk factors and optimizing drug prescription
-
Brana, and L. L. Siu. "Locally advanced head and neck squamous cell cancer: Treatment choice based on risk factors and optimizing drug prescription, " Annals of Oncology, vol. 23, pp. 178-185, 2012.
-
(2012)
Annals of Oncology
, vol.23
, pp. 178-185
-
-
Brana1
Siu, L.L.2
-
5
-
-
84938850455
-
Radiomic feature clusters and Prognostic Signatures specific for Lung and Head & Neck cancer
-
11044
-
Chintan Parmar, Ralph T. H. Leijenaar, Patrick Grossmann, Emmanuel Rios Velazquez, Johan Bussink, Derek Rietveld, Michelle M. Rietbergen, Benjamin Haibe-Kains, Philippe Lambin and Hugo J. W. L. Aerts, "Radiomic feature clusters and Prognostic Signatures specific for Lung and Head & Neck cancer, " Scientific Reports, vol. 5, no. 11044, 2015.
-
(2015)
Scientific Reports
, vol.5
-
-
Parmar, C.1
Leijenaar, H.R.T.2
Grossmann, P.3
Rios Velazquez, E.4
Bussink, J.5
Rietveld, D.6
Rietbergen, M.M.7
Haibe-Kains, B.8
Lambin, P.9
Aerts, L.W.H.J.10
-
6
-
-
84867139157
-
QIN radiomics: The process and the challenges
-
Virendra Kumar, Yuhua Gu, Satrajit Basu, Anders Berglund, Steven A. Eschrich, Matthew B. Schabath, Kenneth Forster, Hugo J. W. L. Aerts, Andre Dekker, David Fenstermacher, Dmitry B Goldgof, Lawrence O Hall, Philippe Lambin, Yoganand Balagurunathan, Robert A Gatenby, and Robert J Gillies, "QIN "Radiomics: The Process and the Challenges", " Magn Reson Imaging, vol. 30, issue 9, pp. 1234-1248, 2012.
-
(2012)
Magn Reson Imaging
, vol.30
, Issue.9
, pp. 1234-1248
-
-
Kumar, V.1
Gu, Y.2
Basu, S.3
Berglund, A.4
Eschrich, S.A.5
Schabath, M.B.6
Forster, K.7
Aerts, L.W.H.J.8
Dekker, A.9
Fenstermacher, D.10
Goldgof, D.B.11
Hall, L.O.12
Lambin, P.13
Balagurunathan, Y.14
Gatenby, R.A.15
Gillies, R.J.16
-
7
-
-
84955604605
-
Radiomics: Images are more than pictures, they are data
-
Robert J. Gillies, Paul E. Kinahan, Hedvig Hricak, "Radiomics: Images Are More than Pictures, They Are Data, " "Radiological Society of North America", vol. 278, issue 2, pp. 563-577, 2015.
-
(2015)
Radiological Society of North America
, vol.278
, Issue.2
, pp. 563-577
-
-
Gillies, R.J.1
Kinahan, P.E.2
Hricak, H.3
-
8
-
-
79551672468
-
The lung image database consortium (LIDC) and image database resource initiative (IDRI): A completed reference database of lung nodules on CT scans
-
S. G. Armato, G. McLennan, D. Hawkins, L. Bidaut, M. F. McNitt-Gray, C. R. Meyer, A. P. Reeves, B. Zhao, D. R. Aberle, C. I. Henschke, E. A. Hoffman, E. A. Kazerooni, H. MacMahon, E. J. R. Van Beeke, D. Yankelevitz, A. M. Biancardi, P. H. Bland, M. S. Brown, R. M. Engelmann, G. E. Laderach, D. Max, R. C. Pais, D. P. Y. Qing, R. Y. Roberts, A. R. Smith, A. Starkey, P. Batrah, P. Caligiuri, A. Farooqi, G. W. Gladish, C. M. Jude, R. F. Munden, I. Petkovska, L. E. Quint, L. H. Schwartz, B. Sundaram, L. E. Dodd, C. Fenimore, D. Gur, N. Petrick, J. Freymann, J. Kirby, B. Hughes, A. Vande Casteele, S. Gupte, M. Sallamm, M. D. Heath, M. H. Kuhn, E. Dharaiya, R. Burns, D. S. Fryd, M. Salganicoff, V. Anand, U. Shreter, S. Vastagh, B. Y. Croft, and L. P. Clarke, "The Lung Image Database Consortium (LIDC) and Image Database Resource Initiative (IDRI): A completed reference database of lung nodules on CT scans, " Med. Phys., vol. 38, no. 2, pp. 915-931, 2011.
-
(2011)
Med. Phys
, vol.38
, Issue.2
, pp. 915-931
-
-
Armato, S.G.1
McLennan, G.2
Hawkins, D.3
Bidaut, L.4
McNitt-Gray, M.F.5
Meyer, C.R.6
Reeves, A.P.7
Zhao, B.8
Aberle, D.R.9
Henschke, C.I.10
Hoffman, E.A.11
Kazerooni, E.A.12
MacMahon, H.13
Van Beeke, E.J.R.14
Yankelevitz, D.15
Biancardi, A.M.16
Bland, P.H.17
Brown, M.S.18
Engelmann, R.M.19
Laderach, G.E.20
Max, D.21
Pais, R.C.22
Qing, D.P.Y.23
Roberts, R.Y.24
Smith, A.R.25
Starkey, A.26
Batrah, P.27
Caligiuri, P.28
Farooqi, A.29
Gladish, G.W.30
Jude, C.M.31
Munden, R.F.32
Petkovska, I.33
Quint, L.E.34
Schwartz, L.H.35
Sundaram, B.36
Dodd, L.E.37
Fenimore, C.38
Gur, D.39
Petrick, N.40
Freymann, J.41
Kirby, J.42
Hughes, B.43
Vande Casteele, A.44
Gupte, S.45
Sallamm, M.46
Heath, M.D.47
Kuhn, M.H.48
Dharaiya, E.49
Burns, R.50
Fryd, D.S.51
Salganicoff, M.52
Anand, V.53
Shreter, U.54
Vastagh, S.55
Croft, B.Y.56
Clarke, L.P.57
more..
-
9
-
-
84959354566
-
Lung lesion extraction using a toboggan based growing automatic segmentation approach
-
Jiangdian Song, Caiyun Yang, Li Fan, Kun Wang, Feng Yang, Shiyuan Liu, and Jie Tian, "Lung lesion extraction using a toboggan based growing automatic segmentation approach, " Medical Imaging, IEEE Transactions on, vol. 35, issue 1, pp. 337-353, 2015.
-
(2015)
Medical Imaging, IEEE Transactions on
, vol.35
, Issue.1
, pp. 337-353
-
-
Song, J.1
Yang, C.2
Fan, L.3
Wang, K.4
Yang, F.5
Liu, S.6
Tian, J.7
-
10
-
-
70549097198
-
Performance of feature selection methods
-
Edward R Dougherty, Jianping Hua and Chao Sima, "Performance of Feature Selection Methods, " Current Genomics, vol. 10, issue 6, pp. 365-374, 2009.
-
(2009)
Current Genomics
, vol.10
, Issue.6
, pp. 365-374
-
-
Dougherty, E.R.1
Hua, J.2
Sima, C.3
-
11
-
-
30644464444
-
Gene selection and classification of microarray data using random forest
-
Ramón Díaz-Uriarte, and Sara Alvarez de Andrés, "Gene selection and classification of microarray data using random forest, " BMC Bioinformatics, vol. 7, issue 1, pp. 1-13, 2006.
-
(2006)
BMC Bioinformatics
, vol.7
, Issue.1
, pp. 1-13
-
-
Díaz-Uriarte, R.1
De Andrés, S.A.2
-
12
-
-
0032594959
-
An overview of statistical learning theory
-
Vapnik, V. N., "An overview of statistical learning theory, " Neural Networks, IEEE Transactions on, vol. 10 issue 5 pp. 988-999, 1999
-
(1999)
Neural Networks, IEEE Transactions on
, vol.10
, Issue.5
, pp. 988-999
-
-
Vapnik, V.N.1
-
13
-
-
79955702502
-
LIBSVM: A library for support vector machines
-
Chih-Chung Chang, and Chih-Jen Lin, "LIBSVM: A Library for Support Vector Machines, " ACM Trans. Intell. Syst. Technol., vol. 2 issue 3 pp. 1-27, 2011.
-
(2011)
ACM Trans. Intell. Syst. Technol
, vol.2
, Issue.3
, pp. 1-27
-
-
Chang, C.-C.1
Lin, C.-J.2
-
14
-
-
0025477595
-
Genetic algorithms and neural networks: Optimizing connections and connectivity
-
D Whitley, T Starkweather, and C Bogart, "Genetic algorithms and neural networks: optimizing connections and connectivity, " Parallel Computing, vol. 14, issue 3 pp. 347-361, 1990.
-
(1990)
Parallel Computing
, vol.14
, Issue.3
, pp. 347-361
-
-
Whitley, D.1
Starkweather, T.2
Bogart, C.3
-
15
-
-
0036530772
-
A fast and elitist multiobjective genetic algorithm: NSGA-II
-
Kalyanmoy Deb, Amrit Pratap, Sameer Agarwal, and T. Meyarivan, "A fast and elitist multiobjective genetic algorithm: NSGA-II, " Evolutionary Computation, IEEE Transactions on, vol. 6, issue 2, pp. 182-197, 2002.
-
(2002)
Evolutionary Computation, IEEE Transactions on
, vol.6
, Issue.2
, pp. 182-197
-
-
Deb, K.1
Pratap, A.2
Agarwal, S.3
Meyarivan, T.4
|