20.9.1 Brain, Cortex, Alzheimer's Disease, Dementia

Chapter Contents (Back)
Brain. Cortex. Alzheimer's Disease. See also Brain, Cortex, Registration, MRI, Other. See also Functional Magnetic Resonance, fMRI.

Freeborough, P.A., Fox, N.C.,
MR Image Texture Analysis Applied to the Diagnosis and Tracking of Alzheimers-Disease,
MedImg(17), No. 3, June 1998, pp. 475-479.
IEEE Top Reference. 9809
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Freeborough, P.A.[Peter A.],
A Comparison of Fractal Texture Descriptors,
BMVC97(xx-yy).
HTML Version. 0209
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Bhattacharya, M., Majumder, D.D.,
Registration of CT and MR images of Alzheimer's patient: A Shape Theoretic Approach,
PRL(21), No. 6-7, June 2000, pp. 531-548. 0006
BibRef

Studholme, C., Cardenas, V., Song, E., Ezekiel, F., Maudsley, A.A., Weiner, M.,
Accurate Template-Based Correction of Brain MRI Intensity Distortion With Application to Dementia and Aging,
MedImg(23), No. 1, January 2004, pp. 99-110.
IEEE Abstract. 0403
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Wang, L.[Lei], Beg, F.[Faisal], Ratnanather, T.[Tilak], Ceritoglu, C.[Can], Younes, L.[Laurent], Morris, J.C.[John C.], Csernansky, J.G.[John G.], Miller, M.I.[Michael I.],
Large Deformation Diffeomorphism and Momentum Based Hippocampal Shape Discrimination in Dementia of the Alzheimer type,
MedImg(26), No. 4, April 2007, pp. 462-470.
IEEE DOI Link 0704
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Tu, Z.W.[Zhuo-Wen], Zheng, S.F.[Song-Feng], Yuille, A.L.[Alan L.], Reiss, A.L.[Allan L.], Dutton, R.A.[Rebecca A.], Lee, A.D.[Agatha D.], Galaburda, A.M.[Albert M.], Dinov, I.D.[Ivo D.], Thompson, P.M.[Paul M.], Toga, A.W.[Arthur W.],
Automated Extraction of the Cortical Sulci Based on a Supervised Learning Approach,
MedImg(26), No. 4, April 2007, pp. 541-552.
IEEE DOI Link 0704
BibRef

Shi, Y., Tu, Z., Reiss, A.L., Dutton, R.A., Lee, A.D., Galaburda, A.M., Dinov, I.D., Thompson, P.M., Toga, A.W.,
Joint Sulcal Detection on Cortical Surfaces With Graphical Models and Boosted Priors,
MedImg(28), No. 3, March 2009, pp. 361-373.
IEEE DOI Link 0903
BibRef

Liu, X.Y.[Xin-Yang], Liu, X.W.[Xiu-Wen], Shi, Y.G.[Yong-Gang], Thompson, P.M.[Paul M.], Mio, W.[Washington],
A Model of Volumetric Shape for the Analysis of Longitudinal Alzheimer's Disease Data,
ECCV10(III: 594-606).
Springer DOI Link 1009
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Alvarez Illan, I., Gorriz, J.M., Ramirez, J., Salas-Gonzalez, D., Lopez, M., Segovia, F., Padilla, P., Puntonet, C.G.,
Projecting independent components of SPECT images for computer aided diagnosis of Alzheimer's disease,
PRL(31), No. 11, 1 August 2010, pp. 1342-1347.
Elsevier DOI Link
WWW Version. 1008
Alzheimer's disease; Independent Component Analysis; Computer aided diagnosis; Support vector machine; Supervised learning BibRef

Padilla, P., Lopez, M., Gorriz, J.M., Ramirez, J., Salas-Gonzalez, D., Alvarez, I.,
NMF-SVM Based CAD Tool Applied to Functional Brain Images for the Diagnosis of Alzheimer's Disease,
MedImg(31), No. 2, February 2012, pp. 207-216.
IEEE DOI Link 1202
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Salas-Gonzalez, D., Gorriz, J.M., Ramirez, J., Alvarez, I., Lopez, M., Segovia, F., Gomez-Rio, M.,
Skewness as feature for the diagnosis of Alzheimer's disease using SPECT images,
ICIP09(837-840).
IEEE DOI Link 0911
BibRef

Ye, J.P.[Jie-Ping], Wu, T.[Teresa], Li, J.[Jing], Chen, K.W.[Ke-Wei],
Machine Learning Approaches for the Neuroimaging Study of Alzheimer's Disease,
Computer(44), No. 4, April 2011, pp. 99-101.
IEEE DOI Link 1104
BibRef

Filipovych, R.[Roman], Wang, Y.[Ying], Davatzikos, C.[Christos],
Pattern analysis in neuroimaging: Beyond two-class categorization,
IJIST(21), No. 2, June 2011, pp. 173-178.
WWW Version. 1101
clustering; MRI; aging; MCI; Alzheimer's disease BibRef

Pachauri, D., Hinrichs, C., Chung, M.K., Johnson, S.C., Singh, V.,
Topology-Based Kernels With Application to Inference Problems in Alzheimer's Disease,
MedImg(30), No. 10, October 2011, pp. 1760-1770.
IEEE DOI Link 1110
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Wang, H.[Hua], Nie, F.P.[Fei-Ping], Huang, H.[Heng], Risacher, S.[Shannon], Ding, C.[Chris], Saykin, A.J.[Andrew J.], Shen, L.[Li],
Sparse multi-task regression and feature selection to identify brain imaging predictors for memory performance,
ICCV11(557-562).
IEEE DOI Link 1201
BibRef

Veerman, J.A.C., Soldea, O., Sahindrakar, P., Wan, Y., Jasinschi, R.S.,
Application of computational anatomy methods to MRI data for the diagnosis of Alzheimer'S disease,
ICIP11(1593-1596).
IEEE DOI Link 1201
BibRef

Filipovych, R.[Roman], Resnick, S.M.[Susan M.], Davatzikos, C.[Christos],
JointMMCC: Joint Maximum-Margin Classification and Clustering of Imaging Data,
MedImg(31), No. 5, May 2012, pp. 1124-1140.
IEEE DOI Link 1202
BibRef
Earlier:
Multi-Kernel Classification for Integration of Clinical and Imaging Data: Application to Prediction of Cognitive Decline in Older Adults,
MLMI11(26-34).
Springer DOI Link 1109
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Gray, K.R.[Katherine R.], Aljabar, P.[Paul], Heckemann, R.A.[Rolf A.], Hammers, A.[Alexander], Rueckert, D.[Daniel],
Random Forest-Based Manifold Learning for Classification of Imaging Data in Dementia,
MLMI11(159-166).
Springer DOI Link 1109
BibRef

Zhang, D.[Daoqiang], Shen, D.G.[Ding-Gang],
MultiCost: Multi-stage Cost-sensitive Classification of Alzheimer's Disease,
MLMI11(344-351).
Springer DOI Link 1109
BibRef

Cuingnet, R.[Rémi], Glaunčs, J.A.[Joan Alexis], Chupin, M.[Marie], Benali, H.[Habib], Colliot, O.[Olivier],
Anatomical Regularization on Statistical Manifolds for the Classification of Patients with Alzheimer's Disease,
MLMI11(201-208).
Springer DOI Link 1109
BibRef

Long, X.J.[Xiao-Jing], Wyatt, C.[Chris],
An automatic unsupervised classification of MR images in Alzheimer's disease,
CVPR10(2910-2917).
IEEE DOI Link 1006
BibRef

Silveira, M.[Margarida], Marques, J.S.[Jorge S.],
Boosting Alzheimer Disease Diagnosis Using PET Images,
ICPR10(2556-2559).
IEEE DOI Link 1008
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Tosun, D.[Duygu], Weiner, M.W.[Michael W.], Schuff, N.[Norbert], Rosen, H.[Howard], Miller, B.L.[Bruce L.],
Joint Independent Component Analysis of Brain Perfusion and Structural Magnetic Resonance Images in Dementia,
ICPR10(2720-2723).
IEEE DOI Link 1008
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Kondou, Y.[Youhei], Kawasumi, M.[Mikiko], Yamamoto, O.[Osami], Yamada, M.[Muneo], Yamamoto, S.[Shin], Nakanno, T.[Tomoaki],
Study of Early Screening Method of Dementia and Its Systemization,
MVA09(82-).
PDF Version. 0905
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Akgul, C.B.[Ceyhun Burak], Ekin, A.[Ahmet],
A Probabilistic Information Fusion Approach to MR-based Automated Diagnosis of Dementia,
ICPR10(265-268).
IEEE DOI Link 1008
BibRef

Akgül, C.B.[Ceyhun Burak], Ünay, D.[Devrim], Ekin, A.[Ahmet],
Automated diagnosis of Alzheimer's disease using image similarity and user feedback,
CIVR09(Article No 34).
WWW Version. 0907
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Soldea, O.[Octavian], Ekin, A.[Ahmet], Soldea, D.F.[Diana F.], Unay, D.[Devrim], Cetin, M.[Mujdat], Ercil, A.[Aytul], Uzunbas, M.G.[Mustafa Gokhan], Firat, Z.[Zeynep], Cihangiroglu, M.[Mutlu], Initiative, T.A.D.N.[The Alzheimers Disease Neuroimaging],
Segmentation of Anatomical Structures in Brain MR Images Using Atlases in FSL: A Quantitative Approach,
ICPR10(2592-2595).
IEEE DOI Link 1008
BibRef

Wang, J.N.[Jing-Nan], Ekin, A.[Ahmet], de Haan, G.[Gerard],
Shape analysis of brain ventricles for improved classification of Alzheimer's patients,
ICIP08(2252-2255).
IEEE DOI Link 0810
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dos Santos, W.P.[Wellington P.], de Souza, R.E.[Ricardo E.], Silva, A.F.D.[Ascendino F. D.], Santos Filho, P.B.[Plínio B.],
Evaluation of Alzheimer's Disease by Analysis of MR Images Using Multilayer Perceptrons, Polynomial Nets and Kohonen LVQ Classifiers,
MIRAGE07(12-22).
Springer DOI Link 0703
BibRef

Hu, Z.H.[Zheng-Hui], Shi, P.C.[Peng-Cheng],
Regularity and Complexity of Human Electroencephalogram Dynamics: Applications to Diagnosis of Alzheimers Disease,
ICPR06(III: 245-248).
IEEE DOI Link 0609
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Liu, Y., Teverovskiy, L., Carmichael, O.T., Kikinis, R., Shenton, M., Carter, C.S., Stenger, V.A., Davis, S., Aizenstein, H., Becker, J., Lopez, O., Meltzer, C.,
Discriminative MR Image Feature Analysis for Automatic Schizophrenia and Alzheimer's Disease Classification,
CMU-RI-TR-04-15, March, 2004.
HTML Version. 0501
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Teverovskiy, L., Liu, Y.,
Truly 3D Midsagittal Plane Extraction for Robust Neuroimage Registration,
CMU-RI-TR-04-21, March, 2004.
HTML Version. 0501
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Chapter on Medical Applications, CAT, MRI, Ultrasound, Heart Models, Brain Models continues in
Brain, Cortex, MRI Analysis, Models, 3-D .


Last update:May 16, 2012 at 20:31:07