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BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT271393"}
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AUTHOR = "Li, J. and Wu, L. and Wen, G.Q. and Li, Z.",
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JOURNAL = JVCIR,
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PAGES = "102605",
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AUTHOR = "Fang, X.S. and Liu, Z.B. and Xu, M.C.",
TITLE = "Ensemble of deep convolutional neural networks based multi-modality
images for Alzheimer's disease diagnosis",
JOURNAL = IET-IPR,
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BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT271395"}
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AUTHOR = "Lei, B.Y. and Yang, M.Y. and Yang, P. and Zhou, F. and Hou, W. and Zou, W.B. and Li, X. and Wang, T.F. and Xiao, X.H. and Wang, S.Q.",
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JOURNAL = PR,
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YEAR = "2020",
PAGES = "107247",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT271396"}
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AUTHOR = "Zhao, Y. and Zhao, Y. and Durongbhan, P. and Chen, L. and Liu, J. and Billings, S.A. and Zis, P. and Unwin, Z.C. and de Marco, M. and Venneri, A. and Blackburn, D.J. and Sarrigiannis, P.G.",
TITLE = "Imaging of Nonlinear and Dynamic Functional Brain Connectivity Based
on EEG Recordings With the Application on the Diagnosis of
Alzheimer's Disease",
JOURNAL = MedImg,
VOLUME = "39",
YEAR = "2020",
NUMBER = "5",
MONTH = "May",
PAGES = "1571-1581",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT271397"}
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AUTHOR = "Allioui, H. and Sadgal, M. and Elfazziki, A.",
TITLE = "Utilization of a convolutional method for Alzheimer disease diagnosis",
JOURNAL = MVA,
VOLUME = "31",
YEAR = "2020",
NUMBER = "4",
MONTH = "April",
PAGES = "Article25",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT271398"}
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AUTHOR = "Brand, L. and Nichols, K. and Wang, H. and Shen, L. and Huang, H.",
TITLE = "Joint Multi-Modal Longitudinal Regression and Classification for
Alzheimer's Disease Prediction",
JOURNAL = MedImg,
VOLUME = "39",
YEAR = "2020",
NUMBER = "6",
MONTH = "June",
PAGES = "1845-1855",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT271399"}
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AUTHOR = "Koh, J.E.W. and Jahmunah, V. and Pham, T.H. and Oh, S.L. and Ciaccio, E.J. and Acharya, U.R. and Yeong, C.H. and Fabell, M.K.M. and Rahmat, K. and Vijayananthan, A. and Ramli, N.",
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BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT271400"}
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AUTHOR = "Pan, Y. and Liu, M. and Lian, C. and Xia, Y. and Shen, D.",
TITLE = "Spatially-Constrained Fisher Representation for Brain Disease
Identification With Incomplete Multi-Modal Neuroimages",
JOURNAL = MedImg,
VOLUME = "39",
YEAR = "2020",
NUMBER = "9",
MONTH = "September",
PAGES = "2965-2975",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT271401"}
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AUTHOR = "Bone, A. and Colliot, O. and Durrleman, S. and Initiative, T.A.D.N.",
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PAGES = "2873-2896",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT271402"}
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AUTHOR = "Bone, A. and Colliot, O. and Colliot, O.",
TITLE = "Learning Distributions of Shape Trajectories from Longitudinal
Datasets: A Hierarchical Model on a Manifold of Diffeomorphisms",
BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "9271-9280",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT271403"}
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AUTHOR = "Debavelaere, V. and Durrleman, S. and Allassonniere, S. and Initiative, T.A.D.N.",
TITLE = "Learning the Clustering of Longitudinal Shape Data Sets into a Mixture
of Independent or Branching Trajectories",
JOURNAL = IJCV,
VOLUME = "128",
YEAR = "2020",
NUMBER = "12",
MONTH = "December",
PAGES = "2794-2809",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT271404"}
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AUTHOR = "Chevallier, J. and Debavelaere, V. and Allassonniere, S.",
TITLE = "A Coherent Framework for Learning Spatiotemporal Piecewise-Geodesic
Trajectories from Longitudinal Manifold-Valued Data",
JOURNAL = SIIMS,
VOLUME = "14",
YEAR = "2021",
NUMBER = "1",
PAGES = "349-388",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT271405"}
@article{bb276669,
AUTHOR = "Saied, I. and Arslan, T. and Chandran, S. and Smith, C. and Spires Jones, T. and Pal, S.",
TITLE = "Non-Invasive RF Technique for Detecting Different Stages of
Alzheimer's Disease and Imaging Beta-Amyloid Plaques and Tau Tangles
in the Brain",
JOURNAL = MedImg,
VOLUME = "39",
YEAR = "2020",
NUMBER = "12",
MONTH = "December",
PAGES = "4060-4070",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT271406"}
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AUTHOR = "Chen, J.Z. and Han, G.Q. and Cai, H.M. and Yang, D.F. and Laurienti, P.J. and Styner, M. and Wu, G.R.",
TITLE = "Learning Common Harmonic Waves on Stiefel Manifold:
A New Mathematical Approach for Brain Network Analyses",
JOURNAL = MedImg,
VOLUME = "40",
YEAR = "2021",
NUMBER = "1",
MONTH = "January",
PAGES = "419-430",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT271407"}
@article{bb276671,
AUTHOR = "Ganotra, R. and Dora, S. and Gupta, S.",
TITLE = "Identifying brain regions contributing to Alzheimer's disease using
self regulating particle swarm optimization",
JOURNAL = IJIST,
VOLUME = "31",
YEAR = "2021",
NUMBER = "1",
PAGES = "106-117",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT271408"}
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AUTHOR = "Qian, M.Y. and Zhang, Z.T. and Chen, J.C.",
TITLE = "Special Issue Retraction:
Combined mixed Gaussian model with pattern recognition in the automatic
diagnosis of Alzheimer's disease",
JOURNAL = IET-IPR,
VOLUME = "17",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "301",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT271409"}
@article{bb276673,
AUTHOR = "Chen, J.C. and Zhang, Z.T. and Qian, M.Y.",
TITLE = "Special Issue Retraction:
Combined mixed Gaussian model with pattern recognition in the automatic
diagnosis of Alzheimer's disease",
JOURNAL = IET-IPR,
VOLUME = "14",
YEAR = "2020",
NUMBER = "15",
MONTH = "December",
PAGES = "3698-3704",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT271409"}
@article{bb276674,
AUTHOR = "Huang, M.Y. and Chen, X.M. and Yu, Y.W. and Lai, H.R. and Feng, Q.J.",
TITLE = "Imaging Genetics Study Based on a Temporal Group Sparse Regression
and Additive Model for Biomarker Detection of Alzheimer's Disease",
JOURNAL = MedImg,
VOLUME = "40",
YEAR = "2021",
NUMBER = "5",
MONTH = "May",
PAGES = "1461-1473",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT271410"}
@article{bb276675,
AUTHOR = "Chen, Y.Y. and Xia, Y.",
TITLE = "Iterative sparse and deep learning for accurate diagnosis of
Alzheimer's disease",
JOURNAL = PR,
VOLUME = "116",
YEAR = "2021",
PAGES = "107944",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT271411"}
@article{bb276676,
AUTHOR = "Wang, M.L. and Shao, W. and Hao, X.K. and Zhang, D.Q.",
TITLE = "Identify Complex Imaging Genetic Patterns via Fusion Self-Expressive
Network Analysis",
JOURNAL = MedImg,
VOLUME = "40",
YEAR = "2021",
NUMBER = "6",
MONTH = "June",
PAGES = "1673-1686",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT271412"}
@article{bb276677,
AUTHOR = "Ning, Z.Y. and Xiao, Q. and Feng, Q.J. and Chen, W.F. and Zhang, Y.",
TITLE = "Relation-Induced Multi-Modal Shared Representation Learning for
Alzheimer's Disease Diagnosis",
JOURNAL = MedImg,
VOLUME = "40",
YEAR = "2021",
NUMBER = "6",
MONTH = "June",
PAGES = "1632-1645",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT271413"}
@article{bb276678,
AUTHOR = "Chen, X.M. and Pan, W.L. and Wang, T. and Zhang, X.Y. and Xiong, W. and Tian, T. and Feng, Q.J. and Huang, M.Y.",
TITLE = "Dual Adaptive Disentangled Representation Learning With Multimodal
Data for Disease Diagnosis",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "6",
MONTH = "June",
PAGES = "7177-7194",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT271414"}
@article{bb276679,
AUTHOR = "Lao, H. and Zhang, X.J. and Tang, Y.Y. and Liang, C.",
TITLE = "Alzheimer's disease diagnosis based on the visual attention model and
equal-distance ring shape context features",
JOURNAL = IET-IPR,
VOLUME = "15",
YEAR = "2021",
NUMBER = "10",
PAGES = "2351-2362",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT271415"}
@article{bb276680,
AUTHOR = "Zhang, J. and Wu, J.F. and Li, Q.Y. and Caselli, R.J. and Thompson, P.M. and Ye, J.P. and Wang, Y.L.",
TITLE = "Multi-Resemblance Multi-Target Low-Rank Coding for Prediction of
Cognitive Decline With Longitudinal Brain Images",
JOURNAL = MedImg,
VOLUME = "40",
YEAR = "2021",
NUMBER = "8",
MONTH = "August",
PAGES = "2030-2041",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT271416"}
@article{bb276681,
AUTHOR = "Gopinath, K. and Desrosiers, C. and Lombaert, H.",
TITLE = "Learnable Pooling in Graph Convolutional Networks for Brain Surface
Analysis",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "2",
MONTH = "February",
PAGES = "864-876",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT271417"}
@inproceedings{bb276682,
AUTHOR = "Shakeri, M. and Lombaert, H. and Tripathi, S. and Kadoury, S.",
TITLE = "Deep Spectral-Based Shape Features for Alzheimer's Disease
Classification",
BOOKTITLE = "SeSAME16",
YEAR = "2016",
PAGES = "15-24",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT271418"}
@article{bb276683,
AUTHOR = "Dinh, T.Q. and Xiong, Y. and Huang, Z.C. and Vo, T. and Mishra, A. and Kim, W.H. and Ravi, S.N. and Singh, V.",
TITLE = "Performing Group Difference Testing on Graph Structured Data from GANs:
Analysis and Applications in Neuroimaging",
JOURNAL = PAMI,
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NUMBER = "2",
MONTH = "February",
PAGES = "877-889",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT271419"}
@article{bb276684,
AUTHOR = "Dora, L. and Agrawal, S. and Panda, R. and Abraham, A.",
TITLE = "An efficient multiclass classifier for classification of Alzheimer's
disease/mild cognitive impairment/Normal subjects",
JOURNAL = IJIST,
VOLUME = "32",
YEAR = "2022",
NUMBER = "2",
PAGES = "629-641",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT271420"}
@article{bb276685,
AUTHOR = "Pohl, T. and Jakab, M. and Benesova, W.",
TITLE = "Interpretability of deep neural networks used for the diagnosis of
Alzheimer's disease",
JOURNAL = IJIST,
VOLUME = "32",
YEAR = "2022",
NUMBER = "2",
PAGES = "673-686",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT271421"}
@article{bb276686,
AUTHOR = "Shi, Y. and Zu, C. and Hong, M. and Zhou, L.P. and Wang, L. and Wu, X. and Zhou, J. and Zhang, D.Q. and Wang, Y.",
TITLE = "ASMFS: Adaptive-Similarity-Based Multi-Modality Feature Selection for
Classification of Alzheimer's Disease",
JOURNAL = PR,
VOLUME = "126",
YEAR = "2022",
PAGES = "108566",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT271422"}
@article{bb276687,
AUTHOR = "Borovkova, M. and Sieryi, O. and Lopushenko, I. and Kartashkina, N. and Pahnke, J. and Bykov, A. and Meglinski, I.",
TITLE = "Screening of Alzheimer's Disease With Multiwavelength Stokes
Polarimetry in a Mouse Model",
JOURNAL = MedImg,
VOLUME = "41",
YEAR = "2022",
NUMBER = "4",
MONTH = "April",
PAGES = "977-982",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT271423"}
@article{bb276688,
AUTHOR = "Kaur, S. and Gupta, S. and Singh, S. and Gupta, I.",
TITLE = "Detection of Alzheimer's Disease Using Deep Convolutional Neural
Network",
JOURNAL = IJIG,
VOLUME = "22",
YEAR = "2022",
NUMBER = "3 2022",
PAGES = "2140012",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT271424"}
@article{bb276689,
AUTHOR = "Shankar, V.G. and Sisodia, D.S. and Chandrakar, P.",
TITLE = "A novel discriminant feature selection-based mutual information
extraction from MR brain images for Alzheimer's stages detection and
prediction",
JOURNAL = IJIST,
VOLUME = "32",
YEAR = "2022",
NUMBER = "4",
PAGES = "1172-1191",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT271425"}
@article{bb276690,
AUTHOR = "Dwivedi, S. and Goel, T. and Tanveer, M. and Murugan, R. and Sharma, R.",
TITLE = "Multimodal Fusion-Based Deep Learning Network for Effective Diagnosis
of Alzheimer's Disease",
JOURNAL = MultMedMag,
VOLUME = "29",
YEAR = "2022",
NUMBER = "2",
MONTH = "April",
PAGES = "45-55",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT271426"}
@article{bb276691,
AUTHOR = "Lao, H. and Zhang, X.J.",
TITLE = "Diagnose Alzheimer's disease by combining 3D discrete wavelet
transform and 3D moment invariants",
JOURNAL = IET-IPR,
VOLUME = "16",
YEAR = "2022",
NUMBER = "14",
PAGES = "3948-3964",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT271427"}
@article{bb276692,
AUTHOR = "Sharma, S. and Mandal, P.K.",
TITLE = "A Comprehensive Report on Machine Learning-Based Early Detection of
Alzheimer's Disease Using Multi-Modal Neuroimaging Data",
JOURNAL = Surveys,
VOLUME = "55",
YEAR = "2023",
NUMBER = "2",
MONTH = "February",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT271428"}
@article{bb276693,
AUTHOR = "Zheng, B. and Gao, A. and Huang, X.N. and Li, Y.H. and Liang, D. and Long, X.J.",
TITLE = "A modified 3D EfficientNet for the classification of Alzheimer's
disease using structural magnetic resonance images",
JOURNAL = IET-IPR,
VOLUME = "17",
YEAR = "2023",
NUMBER = "1",
PAGES = "77-87",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT271429"}
@article{bb276694,
AUTHOR = "Houria, L. and Belkhamsa, N. and Cherfa, A. and Cherfa, Y.",
TITLE = "Multimodal magnetic resonance imaging for Alzheimer's disease
diagnosis using hybrid features extraction and ensemble support
vector machines",
JOURNAL = IJIST,
VOLUME = "33",
YEAR = "2023",
NUMBER = "2",
PAGES = "610-621",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT271430"}
@article{bb276695,
AUTHOR = "Goenka, N. and Tiwari, S.",
TITLE = "Alzheimer's detection using various feature extraction approaches
using a multimodal multi-class deep learning model",
JOURNAL = IJIST,
VOLUME = "33",
YEAR = "2023",
NUMBER = "2",
PAGES = "588-609",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT271431"}
@article{bb276696,
AUTHOR = "Oh, K. and Yoon, J.S. and Suk, H.I.",
TITLE = "Learn-Explain-Reinforce: Counterfactual Reasoning and its Guidance to
Reinforce an Alzheimer's Disease Diagnosis Model",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "4",
MONTH = "April",
PAGES = "4843-4857",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT271432"}
@article{bb276697,
AUTHOR = "Bass, C. and da Silva, M. and Sudre, C. and Williams, L.Z.J. and Sousa, H.S. and Tudosiu, P.D. and Alfaro Almagro, F. and Fitzgibbon, S.P. and Glasser, M.F. and Smith, S.M. and Robinson, E.C.",
TITLE = "ICAM-Reg: Interpretable Classification and Regression With Feature
Attribution for Mapping Neurological Phenotypes in Individual Scans",
JOURNAL = MedImg,
VOLUME = "42",
YEAR = "2023",
NUMBER = "4",
MONTH = "April",
PAGES = "959-970",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT271433"}
@article{bb276698,
AUTHOR = "Zhu, Q. and Xu, B.L. and Huang, J.S. and Wang, H.Y. and Xu, R. and Shao, W. and Zhang, D.Q.",
TITLE = "Deep Multi-Modal Discriminative and Interpretability Network for
Alzheimer's Disease Diagnosis",
JOURNAL = MedImg,
VOLUME = "42",
YEAR = "2023",
NUMBER = "5",
MONTH = "May",
PAGES = "1472-1483",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT271434"}
@article{bb276699,
AUTHOR = "Thushara, A. and Amma, C.U. and John, A.",
TITLE = "Graph Theory-Based Brain Network Connectivity Analysis and
Classification of Alzheimer's Disease",
JOURNAL = IJIG,
VOLUME = "23",
YEAR = "2023",
NUMBER = "3 2023",
PAGES = "2240006",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT271435"}
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