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Topic: Disease Classification

Results

Pathway-based gene selection for disease classification
2011 / IEEE / 978-0-9564263-8-3
By: Cawthorne, M.A.; Jassim, S.; Ibrahim, M.A.-H.; Langlands, K.;
Genomic profiling by machine learning
2011 / IEEE / 978-1-4577-1613-3
By: Zhiping Zhang; Honghuang Lin;
Hierarchical Manifold Learning for Regional Image Analysis
2014 / IEEE
By: Price, A. N.; Rao, A.; Bhatia, K. K.; Rueckert, D.; Hajnal, J. V.; Wolz, R.;
System theoretic approach to medical diagnosis
1991 / IEEE / 0-8186-2164-8
By: Roth, J.V.; Ahmed, F.; Guez, A.; Nevo, I.;
Diseases classification using support vector machine (SVM)
2002 / IEEE / 981-04-7524-1
By: Cao Aize; Hu Wenjie; Song Qing; Liu Sheng;
Neural network ultrasonographic diagnosis system of cirrhosis using DWT for preprocessing
2005 / IEEE / 0-7803-8834-8
By: Yan Sun; Yahagi, T.; Kobayashi, A.; Jianming Lu;
Aligning peaks across multiple mass spectrometry data sets using a scale-space based approach
2005 / IEEE / 0-7695-2442-7
By: Weichuan Yu; Hongyu Zhao; Xiaoye Li;
Entropy based disease classification of proteomic mass spectrometry data of the human serum by a support vector machine
2005 / IEEE / 0-7803-9048-2
By: Kristensen, T.; Kumar, G.;
Efficient Gene Expression Analysis by Linking Multiple Data Mining Algorithms
2005 / IEEE / 0-7803-8741-4
By: Debeljak, Z.; Marohnic, V.; Bogunovic, N.;
Genetic Tuning of Fuzzy Rule Deep Structures for Efficient Knowledge Extraction from Medical Data
2006 / IEEE / 1-4244-0099-6
By: Catania, V.; Di Nuovo, A.G.;
Machine Learning Techniques in Detecting of Pulmonary Embolisms
2007 / IEEE / 978-1-4244-1379-9
By: Myers, M.H.; King-Ip Lin; Beliaev, I.;
An ECG Analysis on Sensor Node for Reducing Traffic Overload in u-Healthcare with Wireless Sensor Network
2007 / IEEE / 978-1-4244-1261-7
By: Alasaarela, E.; Bhardwaj, S.; Dae-Seok Lee; Wan-Young Chung;
Scalable, Efficient, Stepwise-Optimal Feature Elimination in Support Vector Machines
2007 / IEEE / 978-1-4244-1565-6
By: Aksu, Y.; Kesidis, G.; Miller, D.J.;
Lung Tumor Diagnosis and Subtype Discovery by Gene Expression Profiling
2006 / IEEE / 1-4244-0032-5
By: Lu-yong Wang; Zhuowen Tu;
Normalized maximum likelihood models for genomics
2007 / IEEE / 978-1-4244-0778-1
By: Astola, J.; Rissanen, J.; Tabus, I.;
Preliminary study on bolstered error estimation in high-dimensional spaces
2008 / IEEE / 978-1-4244-2371-2
By: Braga-Neto, U.; Vu, T.T.; Dougherty, E.R.;
Recurrent neural network classifier for Three Layer Conceptual Network and performance evaluation
2008 / IEEE / 978-1-4244-2135-0
By: Rhaman, K.; Endo, T.;
A hybrid approach for selecting gene subsets using gene expression data
2008 / IEEE / 978-1-4244-3782-5
By: Li-Yeh Chuang; Cheng-San Yang; Cheng-Hong Yang; Chao-Hsuan Ke;
Global Differential Gene Expression in Cancers and its Implications for Building Robust Diagnostic Classifiers
2009 / IEEE / 978-1-4244-2902-8
By: Jing Zhu; Jing Wang; Dong Wang; Chenguang Wang; Zheng Guo; Min Zhang; Chen Yao; Jinfeng Zou;
Pathway Activity Inferences with Negatively Correlated Features for Pancreatic Cancer Classification
2009 / IEEE / 978-1-4244-4132-7
By: Chan, J.H.; Meechai, A.; Prom-on, S.; Sootanan, P.;
Imaging mass spectrometry analysis for follicular lymphoma grading
2009 / IEEE / 978-1-4244-3296-7
By: Samsi, S.S.; Gurcan, M.N.; Lozanski, G.; Caprioli, R.M.; Reid Groseclose, M.; Krishnamurthy, A.K.;
Computer-assisted method for quantifying sleep eye movements that reflects medication effects
2009 / IEEE / 978-1-4244-3296-7
By: Umapathy, K.; Krishnan, S.; Shokrollahi, P.; Murray, B.J.; Jewell, D.; Boulos, M.I.; McConville, K.;
Disease Classification Based on the Activities of Interacting Molecular Modules with Condition-Responsive Correlation
2009 / IEEE / 978-0-7695-3885-3
By: Lee, K.H.; Eunjung Lee; Sejoon Lee; Doheon Lee;
Disease classification: A probabilistic approach
2010 / IEEE / 978-1-4244-4125-9
By: McCarley, R.; Rathi, Y.; Bouix, S.; Malcolm, J.; Seidman, L.; Shenton, M.E.; Westin, C.-F.; Goldstein, J.;
Classification Based on a Novel Distance Method
2010 / IEEE / 978-1-4244-7622-0
By: Bin Nie; Zhuo Wang; Ran Hu; Jianfeng Xu;
Semi-supervised multimodal classification of alzheimer's disease
2011 / IEEE / 978-1-4244-4127-3
By: Daoqiang Zhang; Dinggang Shen;

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