Data Mining in Cancer Research [Application Notes]
暂无分享,去创建一个
Paulo J. G. Lisboa | Francesco Napolitano | José David Martín-Guerrero | Alfredo Vellido | Roberto Tagliaferri | Michele Ceccarelli | Elia Biganzoli | P. Lisboa | R. Tagliaferri | M. Ceccarelli | A. Vellido | F. Napolitano | E. Biganzoli | J. Martín-Guerrero
[1] Farren J. Isaacs,et al. Computational studies of gene regulatory networks: in numero molecular biology , 2001, Nature Reviews Genetics.
[2] Michele Pinelli,et al. Interactive data analysis and clustering of genomic data , 2008, Neural Networks.
[3] Juha Vesanto,et al. SOM-based data visualization methods , 1999, Intell. Data Anal..
[4] Arlindo L. Oliveira,et al. Biclustering algorithms for biological data analysis: a survey , 2004, IEEE/ACM Transactions on Computational Biology and Bioinformatics.
[5] W El-Deredy,et al. Tumour grading from magnetic resonance spectroscopy: a comparison of feature extraction with variable selection , 2003, Statistics in medicine.
[6] Aristides Gionis,et al. Clustering aggregation , 2005, 21st International Conference on Data Engineering (ICDE'05).
[7] Paulo J. G. Lisboa,et al. Partial Logistic Artificial Neural Network for Competing Risks Regularized With Automatic Relevance Determination , 2009, IEEE Transactions on Neural Networks.
[8] S Van Huffel,et al. Fast nosologic imaging of the brain. , 2007, Journal of magnetic resonance.
[9] Paulo J. G. Lisboa,et al. How to find simple and accurate rules for viral protease cleavage specificities , 2009, BMC Bioinformatics.
[10] Korbinian Strimmer,et al. An empirical Bayes approach to inferring large-scale gene association networks , 2005, Bioinform..
[11] Michel Verleysen,et al. Nonlinear Dimensionality Reduction , 2021, Computer Vision.
[12] Paulo J. G. Lisboa,et al. Cluster-based visualisation with scatter matrices , 2008, Pattern Recognit. Lett..
[13] Q. Wang,et al. Clustering methods for microarray gene expression data. , 2006, Omics : a journal of integrative biology.
[14] Isabelle Guyon,et al. A Stability Based Method for Discovering Structure in Clustered Data , 2001, Pacific Symposium on Biocomputing.
[15] R. Demicheli,et al. Double-Peaked Time Distribution of Mortality for Breast Cancer Patients Undergoing Mastectomy , 2002, Breast Cancer Research and Treatment.
[16] Ron Shamir,et al. A Probabilistic Methodology for Integrating Knowledge and Experiments on Biological Networks , 2006, J. Comput. Biol..
[17] Rich Caruana,et al. Meta Clustering , 2006, Sixth International Conference on Data Mining (ICDM'06).
[18] Andrew J. Bulpitt,et al. A Primer on Learning in Bayesian Networks for Computational Biology , 2007, PLoS Comput. Biol..
[19] M K Kerr,et al. Bootstrapping cluster analysis: Assessing the reliability of conclusions from microarray experiments , 2001, Proceedings of the National Academy of Sciences of the United States of America.
[20] Ludmila I. Kuncheva,et al. Evaluation of Stability of k-Means Cluster Ensembles with Respect to Random Initialization , 2006, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[21] Soonmee Cha,et al. Neuroimaging in neuro-oncology , 2009, Neurotherapeutics.
[22] Roberto Tagliaferri,et al. A novel neural network-based survival analysis model , 2003, Neural Networks.
[23] E Biganzoli,et al. Feed forward neural networks for the analysis of censored survival data: a partial logistic regression approach. , 1998, Statistics in medicine.
[24] Sylvie Grand,et al. A new approach for analyzing proton magnetic resonance spectroscopic images of brain tumors: nosologic images , 2000, Nature Medicine.
[25] Fionn Murtagh,et al. Hierarchical Clustering of Massive, High Dimensional Data Sets by Exploiting Ultrametric Embedding , 2008, SIAM J. Sci. Comput..
[26] Nir Friedman,et al. Inferring Cellular Networks Using Probabilistic Graphical Models , 2004, Science.
[27] Paulo J. G. Lisboa,et al. The Use of Artificial Neural Networks in Decision Support in Cancer: a Systematic Review , 2005 .
[28] Antony V. Cox,et al. Identification of somatically acquired rearrangements in cancer using genome-wide massively parallel paired-end sequencing , 2008, Nature Genetics.
[29] Karl Herholz,et al. Imaging in neurooncology , 2005, NeuroRX.
[30] Paulo J. G. Lisboa,et al. Double-blind evaluation and benchmarking of survival models in a multi-centre study , 2007, Comput. Biol. Medicine.
[31] Hidde de Jong,et al. Modeling and Simulation of Genetic Regulatory Systems: A Literature Review , 2002, J. Comput. Biol..
[32] Aidong Zhang,et al. Cluster analysis for gene expression data: a survey , 2004, IEEE Transactions on Knowledge and Data Engineering.
[33] Rich Caruana,et al. Consensus Clusterings , 2007, Seventh IEEE International Conference on Data Mining (ICDM 2007).
[34] James M. Bower,et al. Computational modeling of genetic and biochemical networks , 2001 .
[35] Adam A. Margolin,et al. Reverse engineering of regulatory networks in human B cells , 2005, Nature Genetics.
[36] Paul Sajda,et al. Machine learning for detection and diagnosis of disease. , 2006, Annual review of biomedical engineering.
[37] J. Woolgar. The Predictive Value of Detailed Histological Staging of Surgical Resection Specimens in Oral Cancer , 2007 .
[38] Sam Yuan Sung,et al. Consensus clustering , 2005, Intell. Data Anal..
[39] M. Girolami,et al. Identification of prognostic signatures in breast cancer microarray data using Bayesian techniques , 2006, Journal of The Royal Society Interface.