@inproceedings{bb277600,
AUTHOR = "Joshi, S.H. and Xie, Q. and Kurtek, S. and Srivastava, A. and Laga, H.",
TITLE = "Surface Shape Morphometry for Hippocampal Modeling in Alzheimer's
Disease",
BOOKTITLE = DICTA16,
YEAR = "2016",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT272333"}
@inproceedings{bb277601,
AUTHOR = "Tang, X. and Albert, M. and Miller, M.I. and Younes, L.",
TITLE = "Change Point Estimation of the Hippocampal Volumes in Alzheimer's
Disease",
BOOKTITLE = CRV16,
YEAR = "2016",
PAGES = "358-361",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT272334"}
@inproceedings{bb277602,
AUTHOR = "Kim, W.H. and Kim, H.W.J. and Adluru, N. and Singh, V.",
TITLE = "Latent Variable Graphical Model Selection Using Harmonic Analysis:
Applications to the Human Connectome Project (HCP)",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "2443-2451",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT272335"}
@inproceedings{bb277603,
AUTHOR = "Zheng, X. and Shi, J. and Ying, S.H. and Zhang, Q. and Li, Y.",
TITLE = "Improving Single-Modal Neuroimaging Based Diagnosis of Brain Disorders
via Boosted Privileged Information Learning Framework",
BOOKTITLE = MLMI16,
YEAR = "2016",
PAGES = "95-103",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT272336"}
@inproceedings{bb277604,
AUTHOR = "Zu, C. and Gao, Y. and Munsell, B. and Kim, M.J. and Peng, Z.W. and Zhu, Y.Y. and Gao, W. and Zhang, D.Q. and Shen, D.G. and Wu, G.R.",
TITLE = "Identifying High Order Brain Connectome Biomarkers via Learning on
Hypergraph",
BOOKTITLE = MLMI16,
YEAR = "2016",
PAGES = "1-9",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT272337"}
@inproceedings{bb277605,
AUTHOR = "Hosseini Asl, E. and Keynton, R. and El Baz, A.",
TITLE = "Alzheimer's disease diagnostics by adaptation of 3D convolutional
network",
BOOKTITLE = ICIP16,
YEAR = "2016",
PAGES = "126-130",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT272338"}
@inproceedings{bb277606,
AUTHOR = "Rabeh, A.B. and Benzarti, F. and Amiri, H.",
TITLE = "Diagnosis of Alzheimer Diseases in Early Step Using SVM (Support
Vector Machine)",
BOOKTITLE = CGiV16,
YEAR = "2016",
PAGES = "364-367",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT272339"}
@inproceedings{bb277607,
AUTHOR = "Daianu, M. and Steeg, G.V. and Mezher, A. and Jahanshad, N. and Nir, T.M. and Yan, X.R. and Prasad, G. and Lerman, K. and Galstyan, A. and Thompson, P.M.",
TITLE = "Information-Theoretic Clustering of Neuroimaging Metrics Related to
Cognitive Decline in the Elderly",
BOOKTITLE = MCV15,
YEAR = "2015",
PAGES = "13-23",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT272340"}
@inproceedings{bb277608,
AUTHOR = "Ben Ahmed, O. and Benois Pineau, J. and Ben Amar, C. and Aliara, M. and Catheline, G.",
TITLE = "Features-based approach for Alzheimer's disease diagnosis using
visual pattern of water diffusion in tensor diffusion imaging",
BOOKTITLE = ICIP15,
YEAR = "2015",
PAGES = "2840-2844",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT272341"}
@inproceedings{bb277609,
AUTHOR = "Garg, S. and Tang, L. and Traboulsee, A. and Tam, R.",
TITLE = "A sensitive and efficient method for measuring change in cortical
thickness using fuzzy correspondence in Alzheimer's disease",
BOOKTITLE = ICIP15,
YEAR = "2015",
PAGES = "3014-3018",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT272342"}
@inproceedings{bb277610,
AUTHOR = "Garali, I. and Adel, M. and Bourennane, S. and Guedj, E.",
TITLE = "Region-based brain selection and classification on pet images for
Alzheimer's disease computer aided diagnosis",
BOOKTITLE = ICIP15,
YEAR = "2015",
PAGES = "1473-1477",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT272343"}
@inproceedings{bb277611,
AUTHOR = "Moetesum, M. and Siddiqi, I. and Masroor, U. and Djeddi, C.",
TITLE = "Automated scoring of Bender Gestalt Test using image analysis
techniques",
BOOKTITLE = ICDAR15,
YEAR = "2015",
PAGES = "666-670",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT272344"}
@inproceedings{bb277612,
AUTHOR = "Lei, B.Y. and Chen, S.P. and Ni, D. and Wang, T.F.",
TITLE = "Joint Learning of Multiple Longitudinal Prediction Models by Exploring
Internal Relations",
BOOKTITLE = MLMI15,
YEAR = "2015",
PAGES = "330-337",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT272345"}
@inproceedings{bb277613,
AUTHOR = "Guerrero, R. and Ledig, C. and Schmidt Richberg, A. and Rueckert, D.",
TITLE = "Group-Constrained Laplacian Eigenmaps:
Longitudinal AD Biomarker Learning",
BOOKTITLE = MLMI15,
YEAR = "2015",
PAGES = "178-185",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT272346"}
@inproceedings{bb277614,
AUTHOR = "Amoroso, N. and Tangaro, S. and Errico, R. and Garuccio, E. and Monda, A. and Sensi, F. and Tateo, A. and Bellotti, R. and Initiative, T.A.D.N.",
TITLE = "An Hippocampal Segmentation Tool Within an Open Cloud Infrastructure",
BOOKTITLE = ISCA15,
YEAR = "2015",
PAGES = "193-200",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT272347"}
@inproceedings{bb277615,
AUTHOR = "Vanderweyen, D. and Munsell, B.C. and Mintzer, J.E. and Mintzer, O. and Gajadharr, A. and Zhu, X. and Wu, G.R. and Joseph, J. and Initiative, T.A.D.N.",
TITLE = "Identifying Abnormal Network Alterations Common to Traumatic Brain
Injury and Alzheimer's Disease Patients Using Functional Connectome
Data",
BOOKTITLE = MLMI15,
YEAR = "2015",
PAGES = "229-237",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT272348"}
@inproceedings{bb277616,
AUTHOR = "Huang, L. and Gao, Y.Z. and Jin, Y. and Thung, K.H. and Shen, D.G.",
TITLE = "Soft-Split Sparse Regression Based Random Forest for Predicting Future
Clinical Scores of Alzheimer's Disease",
BOOKTITLE = MLMI15,
YEAR = "2015",
PAGES = "246-254",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT272349"}
@inproceedings{bb277617,
AUTHOR = "Zhao, Y. and He, L.H.",
TITLE = "Deep Learning in the EEG Diagnosis of Alzheimer's Disease",
BOOKTITLE = DeepLearnV14,
YEAR = "2014",
PAGES = "340-353",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT272350"}
@inproceedings{bb277618,
AUTHOR = "Aidos, H. and Duarte, J. and Fred, A.",
TITLE = "Identifying regions of interest for discriminating Alzheimer's
disease from mild cognitive impairment",
BOOKTITLE = ICIP14,
YEAR = "2014",
PAGES = "21-25",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT272351"}
@inproceedings{bb277619,
AUTHOR = "Guerrero, R. and Ledig, C. and Rueckert, D.",
TITLE = "Manifold Alignment and Transfer Learning for Classification of
Alzheimer's Disease",
BOOKTITLE = MLMI14,
YEAR = "2014",
PAGES = "77-84",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT272352"}
@inproceedings{bb277620,
AUTHOR = "Shi, Y.H. and Suk, H.I. and Gao, Y. and Shen, D.G.",
TITLE = "Joint Coupled-Feature Representation and Coupled Boosting for AD
Diagnosis",
BOOKTITLE = CVPR14,
YEAR = "2014",
PAGES = "2721-2728",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT272353"}
@inproceedings{bb277621,
AUTHOR = "Zhu, X.F. and Suk, H.I. and Shen, D.G.",
TITLE = "Matrix-Similarity Based Loss Function and Feature Selection for
Alzheimer's Disease Diagnosis",
BOOKTITLE = CVPR14,
YEAR = "2014",
PAGES = "3089-3096",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT272354"}
@inproceedings{bb277622,
AUTHOR = "Yan, Z.N. and Zhang, S.T. and Liu, X.F. and Metaxas, D.N. and Montillo, A.",
TITLE = "Accurate Whole-Brain Segmentation for Alzheimer's Disease Combining an
Adaptive Statistical Atlas and Multi-atlas",
BOOKTITLE = MCV13,
YEAR = "2013",
PAGES = "65-73",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT272355"}
@inproceedings{bb277623,
AUTHOR = "Liu, S. and Zhang, L. and Cai, W.D. and Song, Y. and Wang, Z.Y. and Wen, L.F. and Feng, D.D.",
TITLE = "A supervised multiview spectral embedding method for neuroimaging
classification",
BOOKTITLE = ICIP13,
YEAR = "2013",
PAGES = "601-605",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT272356"}
@inproceedings{bb277624,
AUTHOR = "Liu, S. and Cai, W.D. and Wen, L.F. and Feng, D.D.",
TITLE = "Multiscale and multiorientation feature extraction with degenerative
patterns for 3D neuroimaging retrieval",
BOOKTITLE = ICIP12,
YEAR = "2012",
PAGES = "1249-1252",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT272357"}
@inproceedings{bb277625,
AUTHOR = "Gomez, F. and Soddu, A. and Noirhomme, Q. and Vanhaudenhuyse, A. and Tshibanda, L. and Lepore, N. and Laureys, S.",
TITLE = "DTI based structural damage characterization for Disorders of
Consciousness",
BOOKTITLE = ICIP12,
YEAR = "2012",
PAGES = "1257-1260",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT272358"}
@inproceedings{bb277626,
AUTHOR = "Bicacro, E. and Silveira, M. and Marques, J.S.",
TITLE = "Alternative feature extraction methods in 3D brain image-based
diagnosis of Alzheimer's Disease",
BOOKTITLE = ICIP12,
YEAR = "2012",
PAGES = "1237-1240",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT272359"}
@inproceedings{bb277627,
AUTHOR = "Rueda, A. and Arevalo, J. and Cruz, A. and Romero, E. and Gonzalez, F.A.",
TITLE = "Bag of Features for Automatic Classification of Alzheimer's Disease in
Magnetic Resonance Images",
BOOKTITLE = CIARP12,
YEAR = "2012",
PAGES = "559-566",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT272360"}
@inproceedings{bb277628,
AUTHOR = "Hajiesmaeili, M. and Bagherinakhjavanlo, B. and Dehmeshki, J. and Ellis, T.",
TITLE = "Segmentation of the Hippocampus for Detection of Alzheimer's Disease",
BOOKTITLE = ISVC12,
YEAR = "2012",
PAGES = "I: 42-50",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT272361"}
@inproceedings{bb277629,
AUTHOR = "Wan, J. and Zhang, Z.L. and Yan, J.W. and Li, T. and Rao, B.D. and Fang, S.F. and Kim, S. and Risacher, S.L. and Saykin, A.J. and Shen, L.",
TITLE = "Sparse Bayesian multi-task learning for predicting cognitive outcomes
from neuroimaging measures in Alzheimer's disease",
BOOKTITLE = CVPR12,
YEAR = "2012",
PAGES = "940-947",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT272362"}
@inproceedings{bb277630,
AUTHOR = "Wang, H. and Nie, F.P. and Huang, H. and Risacher, S. and Ding, C. and Saykin, A.J. and Shen, L.",
TITLE = "Sparse multi-task regression and feature selection to identify brain
imaging predictors for memory performance",
BOOKTITLE = ICCV11,
YEAR = "2011",
PAGES = "557-562",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT272363"}
@inproceedings{bb277631,
AUTHOR = "Silveira, M. and Marques, J.S.",
TITLE = "Boosting Alzheimer Disease Diagnosis Using PET Images",
BOOKTITLE = ICPR10,
YEAR = "2010",
PAGES = "2556-2559",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT272364"}
@inproceedings{bb277632,
AUTHOR = "Wang, J.N. and Ekin, A. and de Haan, G.",
TITLE = "Shape analysis of brain ventricles for improved classification of
Alzheimer's patients",
BOOKTITLE = ICIP08,
YEAR = "2008",
PAGES = "2252-2255",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT272365"}
@inproceedings{bb277633,
AUTHOR = "Hu, Z.H. and Shi, P.C.",
TITLE = "Regularity and Complexity of Human Electroencephalogram Dynamics:
Applications to Diagnosis of Alzheimers Disease",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "III: 245-248",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT272366"}
@inproceedings{bb277634,
AUTHOR = "Teverovskiy, L. and Liu, Y.",
TITLE = "Truly 3D Midsagittal Plane Extraction for Robust Neuroimage
Registration",
BOOKTITLE = CMU-RI-TR,
YEAR = "2004",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT272367"}
@article{bb277635,
AUTHOR = "Filipovych, R. and Wang, Y. and Davatzikos, C.",
TITLE = "Pattern analysis in neuroimaging: Beyond two-class categorization",
JOURNAL = IJIST,
VOLUME = "21",
YEAR = "2011",
NUMBER = "2",
MONTH = "June",
PAGES = "173-178",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272368"}
@article{bb277636,
AUTHOR = "Ortiz, A. and Gorriz, J.M. and Ramirez, J. and Martinez Murcia, F.J.",
TITLE = "LVQ-SVM based CAD tool applied to structural MRI for the diagnosis of
the Alzheimer's disease",
JOURNAL = PRL,
VOLUME = "34",
YEAR = "2013",
NUMBER = "14",
PAGES = "1725-1733",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272369"}
@article{bb277637,
AUTHOR = "Osadebey, M. and Bouguila, N. and Arnold, D. and Initiative, T.A.D.N.",
TITLE = "The clique potential of Markov random field in a random experiment
for estimation of noise levels in 2D brain MRI",
JOURNAL = IJIST,
VOLUME = "23",
YEAR = "2013",
NUMBER = "4",
PAGES = "304-313",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272370"}
@article{bb277638,
AUTHOR = "Osadebey, M. and Bouguila, N. and Arnold, D. and Initiative, T.A.D.N.",
TITLE = "Four-neighborhood clique kernel: A general framework for Bayesian and
variational techniques of noise reduction in magnetic resonance
images of the brain",
JOURNAL = IJIST,
VOLUME = "24",
YEAR = "2014",
NUMBER = "3",
PAGES = "224-238",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272371"}
@article{bb277639,
AUTHOR = "Yang, W.J. and Huang, W. and Chen, S.X.",
TITLE = "Partial Volume Correction on ASL-MRI and Its Application on Alzheimer's
Disease Diagnosis",
JOURNAL = IEICE,
VOLUME = "E97-D",
YEAR = "2014",
NUMBER = "11",
MONTH = "November",
PAGES = "2912-2918",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272372"}
@article{bb277640,
AUTHOR = "Aggarwal, N. and Rana, B. and Agrawal, R.K.",
TITLE = "3d discrete wavelet transform for computer aided diagnosis of
Alzheimer's disease using t1-weighted brain MRI",
JOURNAL = IJIST,
VOLUME = "25",
YEAR = "2015",
NUMBER = "2",
PAGES = "179-190",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272373"}
@inproceedings{bb277641,
AUTHOR = "Aggarwal, N. and Rana, B. and Agrawal, R.K.",
TITLE = "Computer Aided Diagnosis of Alzheimer's Disease from MRI Brain Images",
BOOKTITLE = ICIAR12,
YEAR = "2012",
PAGES = "II: 259-267",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272374"}
@article{bb277642,
AUTHOR = "Seo, D.H. and Ho, J. and Vemuri, B.C.",
TITLE = "Covariant Image Representation with Applications to Classification
Problems in Medical Imaging",
JOURNAL = IJCV,
VOLUME = "116",
YEAR = "2016",
NUMBER = "2",
MONTH = "January",
PAGES = "190-209",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272375"}
@article{bb277643,
AUTHOR = "Rabeh, A.B. and Benzarti, F. and Amiri, H.",
TITLE = "Segmentation of brain MRI using active contour model",
JOURNAL = IJIST,
VOLUME = "27",
YEAR = "2017",
NUMBER = "1",
PAGES = "3-11",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272376"}
@article{bb277644,
AUTHOR = "Cao, P. and Shan, X.F. and Zhao, D. and Huang, M. and Zaiane, O.",
TITLE = "Sparse shared structure based multi-task learning for MRI based
cognitive performance prediction of Alzheimer's disease",
JOURNAL = PR,
VOLUME = "72",
YEAR = "2017",
NUMBER = "1",
PAGES = "219-235",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272377"}
@article{bb277645,
AUTHOR = "Cao, P. and Liu, X.L. and Yang, J.Z. and Zhao, D.Z. and Huang, M. and Zaiane, O.",
TITLE = "L2,1-l1 regularized nonlinear multi-task representation learning
based cognitive performance prediction of Alzheimer's disease",
JOURNAL = PR,
VOLUME = "79",
YEAR = "2018",
PAGES = "195-215",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272378"}
@article{bb277646,
AUTHOR = "Zhang, Y. and Zhang, H. and Chen, X.B. and Liu, M.X. and Zhu, X.F. and Lee, S.W. and Shen, D.G.",
TITLE = "Strength and similarity guided group-level brain functional network
construction for MCI diagnosis",
JOURNAL = PR,
VOLUME = "88",
YEAR = "2019",
PAGES = "421-430",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272379"}
@inproceedings{bb277647,
AUTHOR = "Zhou, L.P. and Wang, Y.P. and Li, Y. and Yap, P.T. and Shen, D.G. and Adni",
TITLE = "Hierarchical anatomical brain networks for MCI prediction by partial
least square analysis",
BOOKTITLE = CVPR11,
YEAR = "2011",
PAGES = "1073-1080",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272380"}
@article{bb277648,
AUTHOR = "Yu, R.P. and Qiao, L.S. and Chen, M.M. and Lee, S.W. and Fei, X. and Shen, D.G.",
TITLE = "Weighted graph regularized sparse brain network construction for MCI
identification",
JOURNAL = PR,
VOLUME = "90",
YEAR = "2019",
PAGES = "220-231",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272381"}
@inproceedings{bb277649,
AUTHOR = "Jie, B. and Zhang, D.Q. and Wee, C.Y. and Shen, D.G.",
TITLE = "Structural Feature Selection for Connectivity Network-Based MCI
Diagnosis",
BOOKTITLE = MBIA12,
YEAR = "2012",
PAGES = "175-184",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272382"}
@article{bb277650,
AUTHOR = "Kam, T. and Zhang, H. and Jiao, Z. and Shen, D.G.",
TITLE = "Deep Learning of Static and Dynamic Brain Functional Networks for
Early MCI Detection",
JOURNAL = MedImg,
VOLUME = "39",
YEAR = "2020",
NUMBER = "2",
MONTH = "February",
PAGES = "478-487",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272383"}
@article{bb277651,
AUTHOR = "Choi, J.Y. and Lee, B.",
TITLE = "Combining of Multiple Deep Networks via Ensemble Generalization Loss,
Based on MRI Images, for Alzheimer's Disease Classification",
JOURNAL = SPLetters,
VOLUME = "27",
YEAR = "2020",
PAGES = "206-210",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272384"}
@article{bb277652,
AUTHOR = "Lian, C.F. and Liu, M.X. and Zhang, J. and Shen, D.G.",
TITLE = "Hierarchical Fully Convolutional Network for Joint Atrophy
Localization and Alzheimer's Disease Diagnosis Using Structural MRI",
JOURNAL = PAMI,
VOLUME = "42",
YEAR = "2020",
NUMBER = "4",
MONTH = "April",
PAGES = "880-893",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272385"}
@inproceedings{bb277653,
AUTHOR = "Zhang, J. and Liu, M.X. and An, L. and Gao, Y.Z. and Shen, D.G.",
TITLE = "Landmark-Based Alzheimer's Disease Diagnosis Using Longitudinal
Structural MR Images",
BOOKTITLE = MCV16,
YEAR = "2016",
PAGES = "35-45",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272386"}
@article{bb277654,
AUTHOR = "Zhang, Y.T. and Liu, S.Q. and Yu, X.L.",
TITLE = "Longitudinal structural MRI analysis and classification in
Alzheimer's disease and mild cognitive impairment",
JOURNAL = IJIST,
VOLUME = "30",
YEAR = "2020",
NUMBER = "2",
PAGES = "421-433",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272387"}
@article{bb277655,
AUTHOR = "Zhu, W.Y. and Sun, L. and Huang, J.S. and Han, L.X. and Zhang, D.Q.",
TITLE = "Dual Attention Multi-Instance Deep Learning for Alzheimer's Disease
Diagnosis With Structural MRI",
JOURNAL = MedImg,
VOLUME = "40",
YEAR = "2021",
NUMBER = "9",
MONTH = "September",
PAGES = "2354-2366",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272388"}
@article{bb277656,
AUTHOR = "Basheera, S. and Ram, M.S.S.",
TITLE = "Deep learning based Alzheimer's disease early diagnosis using T2w
segmented gray matter MRI",
JOURNAL = IJIST,
VOLUME = "31",
YEAR = "2021",
NUMBER = "3",
PAGES = "1692-1710",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272389"}
@article{bb277657,
AUTHOR = "Karim, R. and Shahrior, A. and Rahman, M.M.",
TITLE = "Machine learning-based tri-stage classification of Alzheimer's
progressive neurodegenerative disease using PCA and mRMR administered
textural, orientational, and spatial features",
JOURNAL = IJIST,
VOLUME = "31",
YEAR = "2021",
NUMBER = "4",
PAGES = "2060-2074",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272390"}
@article{bb277658,
AUTHOR = "Eroglu, Y. and Yildirim, M. and Cinar, A.",
TITLE = "mRMR-based hybrid convolutional neural network model for
classification of Alzheimer's disease on brain magnetic resonance
images",
JOURNAL = IJIST,
VOLUME = "32",
YEAR = "2022",
NUMBER = "2",
PAGES = "517-527",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272391"}
@article{bb277659,
AUTHOR = "Babu, G.S. and Rao, S.N.T. and Rao, R.R.",
TITLE = "Automated assessment for Alzheimer's disease diagnosis from MRI
images: Meta-heuristic assisted deep learning model",
JOURNAL = IJIST,
VOLUME = "32",
YEAR = "2022",
NUMBER = "2",
PAGES = "544-563",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272392"}
@article{bb277660,
AUTHOR = "Yu, L. and Xiang, W. and Fang, J. and Chen, Y.P.P. and Zhu, R.F.",
TITLE = "A novel explainable neural network for Alzheimer's disease diagnosis",
JOURNAL = PR,
VOLUME = "131",
YEAR = "2022",
PAGES = "108876",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272393"}
@article{bb277661,
AUTHOR = "Pei, Z. and Wan, Z.Y. and Zhang, Y.N. and Wang, M. and Leng, C.C. and Yang, Y.H.",
TITLE = "Multi-scale attention-based pseudo-3D convolution neural network for
Alzheimer's disease diagnosis using structural MRI",
JOURNAL = PR,
VOLUME = "131",
YEAR = "2022",
PAGES = "108825",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272394"}
@article{bb277662,
AUTHOR = "Cai, H.J. and Gao, Y. and Liu, M.H.",
TITLE = "Graph Transformer Geometric Learning of Brain Networks Using
Multimodal MR Images for Brain Age Estimation",
JOURNAL = MedImg,
VOLUME = "42",
YEAR = "2023",
NUMBER = "2",
MONTH = "February",
PAGES = "456-466",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272395"}
@article{bb277663,
AUTHOR = "Jung, E. and Luna, M. and Park, S.H.",
TITLE = "Conditional GAN with 3D discriminator for MRI generation of
Alzheimer's disease progression",
JOURNAL = PR,
VOLUME = "133",
YEAR = "2023",
PAGES = "109061",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272396"}
@article{bb277664,
AUTHOR = "Qasim Abbas, S. and Chi, L.H. and Chen, Y.P.P.",
TITLE = "Transformed domain convolutional neural network for Alzheimer's
disease diagnosis using structural MRI",
JOURNAL = PR,
VOLUME = "133",
YEAR = "2023",
PAGES = "109031",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272397"}
@article{bb277665,
AUTHOR = "Ouyang, J.H. and Zhao, Q.Y. and Adeli, E. and Zaharchuk, G. and Pohl, K.M.",
TITLE = "Disentangling Normal Aging From Severity of Disease via Weak
Supervision on Longitudinal MRI",
JOURNAL = MedImg,
VOLUME = "41",
YEAR = "2022",
NUMBER = "10",
MONTH = "October",
PAGES = "2558-2569",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272398"}
@article{bb277666,
AUTHOR = "Aghaei, A. and Moghaddam, M.E. and Malek, H.",
TITLE = "Interpretable ensemble deep learning model for early detection of
Alzheimer's disease using local interpretable model-agnostic
explanations",
JOURNAL = IJIST,
VOLUME = "32",
YEAR = "2022",
NUMBER = "6",
PAGES = "1889-1902",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272399"}
@article{bb277667,
AUTHOR = "Xu, J.X. and Bian, Q.T. and Li, X.H. and Zhang, A. and Ke, Y.P. and Qiao, M. and Zhang, W. and Sim, W.K.J. and Gulyas, B.",
TITLE = "Contrastive Graph Pooling for Explainable Classification of Brain
Networks",
JOURNAL = MedImg,
VOLUME = "43",
YEAR = "2024",
NUMBER = "9",
MONTH = "September",
PAGES = "3292-3305",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272400"}
@article{bb277668,
AUTHOR = "Gulyas, B. and Sim, W.K.J. and Zhang, W. and Qiao, M. and Ke, Y.P. and Zhang, A. and Li, X.H. and Bian, Q.T. and Xu, J.X.",
TITLE = "Contrastive Graph Pooling for Explainable Classification of Brain
Networks",
JOURNAL = MedImg,
VOLUME = "43",
YEAR = "2024",
NUMBER = "11",
MONTH = "November",
PAGES = "4075-4075",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272400"}
@article{bb277669,
AUTHOR = "Illakiya, T. and Karthik, R.",
TITLE = "A deep feature fusion network with global context and
cross-dimensional dependencies for classification of mild cognitive
impairment from brain MRI",
JOURNAL = IVC,
VOLUME = "144",
YEAR = "2024",
PAGES = "104967",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272401"}
@article{bb277670,
AUTHOR = "Xu, J.H. and Yuan, C.X. and Ma, X.C. and Shang, H.F. and Shi, X.S. and Zhu, X.F.",
TITLE = "Interpretable medical deep framework by logits-constraint attention
guiding graph-based multi-scale fusion for Alzheimer's disease
analysis",
JOURNAL = PR,
VOLUME = "152",
YEAR = "2024",
PAGES = "110450",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272402"}
@article{bb277671,
AUTHOR = "Han, K. and Li, G. and Fang, Z.W. and Yang, F.",
TITLE = "Multi-Template Meta-Information Regularized Network for Alzheimer's
Disease Diagnosis Using Structural MRI",
JOURNAL = MedImg,
VOLUME = "43",
YEAR = "2024",
NUMBER = "5",
MONTH = "May",
PAGES = "1664-1676",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272403"}
@article{bb277672,
AUTHOR = "Khojaste Sarakhsi, M. and Haghighi, S.S. and Fatemi Ghomi, S.M.T. and Marchiori, E.",
TITLE = "A 3D multi-scale CycleGAN framework for generating synthetic PETs
from MRIs for Alzheimer's disease diagnosis",
JOURNAL = IVC,
VOLUME = "146",
YEAR = "2024",
PAGES = "105017",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272404"}
@article{bb277673,
AUTHOR = "Hu, Y. and Wang, J. and Zhu, H. and Li, J.C. and Shi, J.",
TITLE = "Cost-Sensitive Weighted Contrastive Learning Based on Graph
Convolutional Networks for Imbalanced Alzheimer's Disease Staging",
JOURNAL = MedImg,
VOLUME = "43",
YEAR = "2024",
NUMBER = "9",
MONTH = "September",
PAGES = "3126-3136",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272405"}
@article{bb277674,
AUTHOR = "Manochandar, T. and Diderot, P.K.",
TITLE = "Deep Learning-Based Magnetic Resonance Image Segmentation and
Classification for Alzheimer's Disease Diagnosis",
JOURNAL = IJIG,
VOLUME = "25",
YEAR = "2025",
NUMBER = "3",
MONTH = "May",
PAGES = "2550026",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272406"}
@article{bb277675,
AUTHOR = "Rahim, N. and Ahmad, N. and Ullah, W. and Bedi, J. and Jung, Y.",
TITLE = "Early progression detection from MCI to AD using multi-view MRI for
enhanced assisted living",
JOURNAL = IVC,
VOLUME = "157",
YEAR = "2025",
PAGES = "105491",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272407"}
@article{bb277676,
AUTHOR = "Guo, X. and Ye, C. and Zhang, M.K. and Hao, X.Y. and Yang, Y. and Yu, Y. and Ma, T. and Han, Y.",
TITLE = "A Structure-Preserving Denoising Diffusion Model for AV45 PET
Quantification Without MRI in Alzheimer's Disease Diagnosis",
JOURNAL = IJIST,
VOLUME = "35",
YEAR = "2025",
NUMBER = "3",
PAGES = "e70074",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272408"}
@article{bb277677,
AUTHOR = "Khan, A.N. and Bilal, M. and Khan, S.U. and Khan, S. and Sharif, M.",
TITLE = "Innovative MRI Denoising Using Federated and Transfer Learning",
JOURNAL = IJIST,
VOLUME = "35",
YEAR = "2025",
NUMBER = "3",
PAGES = "e70106",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272409"}
@article{bb277678,
AUTHOR = "Yan, J.L. and Ying, S.H. and Du, S.Y. and Gao, Y.",
TITLE = "Graph Quality Matters on Revealing the Semantics Behind the Data in
Physical World",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "3",
MONTH = "March",
PAGES = "2236-2252",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272410"}
@article{bb277679,
AUTHOR = "Wang, T.X. and Dai, Q. and Lu, H.",
TITLE = "CE-AH: A contrast-enhanced attention hierarchical network for
Alzheimer's disease diagnosis based on structural MRI",
JOURNAL = PR,
VOLUME = "169",
YEAR = "2026",
PAGES = "111986",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272411"}
@article{bb277680,
AUTHOR = "Hechkel, W. and Missaoui, R. and Helali, A. and Leo, M.",
TITLE = "Hybrid CNN and SVM model for Alzheimer's disease classification using
categorical focal loss function",
JOURNAL = PRL,
VOLUME = "199",
YEAR = "2026",
PAGES = "261-268",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272412"}
@article{bb277681,
AUTHOR = "Trigui, S. and Bezine, H.",
TITLE = "DuoViT-AD: A dual-scale vision transformer for Alzheimer's disease
detection from brain MRI",
JOURNAL = PRL,
VOLUME = "203",
YEAR = "2026",
PAGES = "133-138",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272413"}
@article{bb277682,
AUTHOR = "Garg, A. and Shaw, R.",
TITLE = "Siamese Capsule Network (SNNCap): Cognitive Analysis for Alzheimer's
Disease Classification From MRI Data",
JOURNAL = IP,
VOLUME = "35",
YEAR = "2026",
PAGES = "4149-4160",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272414"}
@article{bb277683,
AUTHOR = "Timir, C.S. and Shankar, A. and Das, S. and Viriyasitavat, W.",
TITLE = "Optimized hybrid deep learning architecture for robust Alzheimer's
disease diagnosis using SMOTE-based data augmentation",
JOURNAL = IVC,
VOLUME = "173",
YEAR = "2026",
PAGES = "106060",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272415"}
@article{bb277684,
AUTHOR = "Huang, Y.A. and Hu, Y. and Li, Y.C. and Cao, X. and Li, X. and Tan, K.C. and You, Z.H. and Huang, Z.A.",
TITLE = "scBIT: Integrating Single-Cell Transcriptomic Data Into fMRI-Based
Prediction for Alzheimer's Disease Diagnosis",
JOURNAL = MedImg,
VOLUME = "45",
YEAR = "2026",
NUMBER = "7",
MONTH = "July",
PAGES = "3424-3437",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272416"}
@article{bb277685,
AUTHOR = "He, R.Z. and Zhu, D. and Wang, Y. and Yue, S.H. and Zhao, L.L. and Fu, Y. and Wu, D. and Hu, B. and Zheng, W.H.",
TITLE = "SurfAge-Net: A hierarchical surface-based network for interpretable
fine-grained brain age prediction",
JOURNAL = PR,
VOLUME = "180",
YEAR = "2026",
PAGES = "114542",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272417"}
@inproceedings{bb277686,
AUTHOR = "Chen, Q. and Fu, Q. and Bai, H. and Hong, Y.",
TITLE = "LongFormer: Longitudinal Transformer for Alzheimer's Disease
Classification with Structural MRIs",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "3563-3572",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272418"}
@inproceedings{bb277687,
AUTHOR = "Kumar, S. and Singh, N.P. and Brahma, B.",
TITLE = "AI-Based Model for Detection and Classification of Alzheimer Disease",
BOOKTITLE = ICCVMI23,
YEAR = "2023",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272419"}
@inproceedings{bb277688,
AUTHOR = "Ayyar, M.P. and Benois Pineau, J. and Zemmari, A. and Catheline, G.",
TITLE = "Explaining 3D CNNs for Alzheimer's Disease Classification on sMRI
Images with Multiple ROIs",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "284-288",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272420"}
@inproceedings{bb277689,
AUTHOR = "Ebrahimi, A. and Luo, S. and Chiong, R.",
TITLE = "Introducing Transfer Leaming to 3D ResNet-18 for Alzheimer's Disease
Detection on MRI Images",
BOOKTITLE = IVCNZ20,
YEAR = "2020",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272421"}
@inproceedings{bb277690,
AUTHOR = "Ben Ahmed, O. and Lecellier, F. and Paccalin, M. and Fernandez Maloigne, C.",
TITLE = "Multi-View Visual Saliency-Based MRI Classification for Alzheimer's
Disease Diagnosis",
BOOKTITLE = IPTA17,
YEAR = "2017",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272422"}
@inproceedings{bb277691,
AUTHOR = "Lazli, L. and Boukadoum, M. and Ait Mohamed, O.",
TITLE = "Brain Tissue Classification of Alzheimer Disease Using Partial Volume
Possibilistic Modeling: Application to ADNI Phantom Images",
BOOKTITLE = IPTA17,
YEAR = "2017",
PAGES = "1-5",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272423"}
@inproceedings{bb277692,
AUTHOR = "Li, Q. and Wu, X. and Xu, L. and Yao, L. and Chen, K.W.",
TITLE = "Multi-Feature Kernel Discriminant Dictionary Learning for
Classification in Alzheimer's Disease",
BOOKTITLE = DICTA17,
YEAR = "2017",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272424"}
@inproceedings{bb277693,
AUTHOR = "Shams Baboli, A. and Ezoji, M.",
TITLE = "A Zernike moment based method for classification of Alzheimer's
disease from structural MRI",
BOOKTITLE = IPRIA17,
YEAR = "2017",
PAGES = "38-43",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272425"}
@inproceedings{bb277694,
AUTHOR = "Aderghal, K. and Boissenin, M. and Benois Pineau, J. and Catheline, G. and Afdel, K.",
TITLE = "Classification of sMRI for AD Diagnosis with Convolutional Neuronal
Networks: A Pilot 2-D+ epsilon Study on ADNI",
BOOKTITLE = MMMod17,
YEAR = "2017",
PAGES = "I: 690-701",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272426"}
@inproceedings{bb277695,
AUTHOR = "Andersen, S.K. and Jakobsen, C.E. and Pedersen, C.H. and Rasmussen, A.M. and Plocharski, M. and Ostergaard, L.R.",
TITLE = "Classification of Alzheimer's Disease from MRI Using Sulcal Morphology",
BOOKTITLE = SCIA15,
YEAR = "2015",
PAGES = "103-113",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272427"}
@inproceedings{bb277696,
AUTHOR = "Cattell, L. and Schnabel, J.A. and Declerck, J. and Hutton, C.",
TITLE = "Combined PET-MR Brain Registration to Discriminate between Alzheimer's
Disease and Healthy Controls",
BOOKTITLE = WBIR14,
YEAR = "2014",
PAGES = "134-143",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272428"}
@inproceedings{bb277697,
AUTHOR = "Sun, Z. and Jasinschi, R.S. and Veerman, J.A.C.",
TITLE = "A new method for data-driven multi-brain atlas generation",
BOOKTITLE = ICIP14,
YEAR = "2014",
PAGES = "3503-3507",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272429"}
@inproceedings{bb277698,
AUTHOR = "Sun, Z. and Veerman, J.A.C. and Jasinschi, R.S.",
TITLE = "A method for detecting interstructural atrophy correlation in MRI brain
images",
BOOKTITLE = ICIP12,
YEAR = "2012",
PAGES = "1253-1256",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272430"}
@inproceedings{bb277699,
AUTHOR = "Mizotin, M. and Benois Pineau, J. and Allard, M. and Catheline, G.",
TITLE = "Feature-based brain MRI retrieval for Alzheimer disease diagnosis",
BOOKTITLE = ICIP12,
YEAR = "2012",
PAGES = "1241-1244",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT272431"}
Last update: