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AUTHOR = "Chen, J.C. and Zhang, Z.T. and Qian, M.Y.",
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Combined mixed Gaussian model with pattern recognition in the automatic
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JOURNAL = MedImg,
VOLUME = "40",
YEAR = "2021",
NUMBER = "5",
MONTH = "May",
PAGES = "1461-1473",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT265512"}
@article{bb270755,
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#TT265513"}
@article{bb270756,
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#TT265514"}
@article{bb270757,
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#TT265515"}
@article{bb270758,
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#TT265516"}
@article{bb270759,
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#TT265517"}
@article{bb270760,
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/medical877a1.html#TT265518"}
@article{bb270761,
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/medical877a1.html#TT265519"}
@article{bb270762,
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#TT265520"}
@inproceedings{bb270763,
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#TT265521"}
@article{bb270764,
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,
VOLUME = "44",
YEAR = "2022",
NUMBER = "2",
MONTH = "February",
PAGES = "877-889",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT265522"}
@article{bb270765,
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/medical877a1.html#TT265523"}
@article{bb270766,
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/medical877a1.html#TT265524"}
@article{bb270767,
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#TT265525"}
@article{bb270768,
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#TT265526"}
@article{bb270769,
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#TT265527"}
@article{bb270770,
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#TT265528"}
@article{bb270771,
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#TT265529"}
@article{bb270772,
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#TT265530"}
@article{bb270773,
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/medical877a1.html#TT265531"}
@article{bb270774,
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/medical877a1.html#TT265532"}
@article{bb270775,
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#TT265533"}
@article{bb270776,
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/medical877a1.html#TT265534"}
@article{bb270777,
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/medical877a1.html#TT265535"}
@article{bb270778,
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/medical877a1.html#TT265536"}
@article{bb270779,
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#TT265537"}
@article{bb270780,
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/medical877a1.html#TT265538"}
@article{bb270781,
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#TT265539"}
@article{bb270782,
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#TT265540"}
@article{bb270783,
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#TT265541"}
@article{bb270784,
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#TT265542"}
@article{bb270785,
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#TT265543"}
@article{bb270786,
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#TT265544"}
@article{bb270787,
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#TT265545"}
@article{bb270788,
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#TT265546"}
@article{bb270789,
AUTHOR = "Chen, H. and Guo, H. and Xing, L.Q. and Chen, D. and Yuan, T. and Zhang, Y.P. and Zhang, X.",
TITLE = "Multimodal predictive classification of Alzheimer's disease based on
attention-combined fusion network: Integrated neuroimaging modalities
and medical examination data",
JOURNAL = IET-IPR,
VOLUME = "17",
YEAR = "2023",
NUMBER = "11",
PAGES = "3153-3164",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT265547"}
@article{bb270790,
AUTHOR = "Duarte, K.T.N. and Gobbi, D.G. and Sidhu, A.S. and McCreary, C.R. and Saad, F. and Camicioli, R. and Smith, E.E. and Frayne, R.",
TITLE = "Segmenting white matter hyperintensities in brain magnetic resonance
images using convolution neural networks",
JOURNAL = PRL,
VOLUME = "175",
YEAR = "2023",
PAGES = "90-94",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT265548"}
@article{bb270791,
AUTHOR = "Guo, Z.Q. and Ling, Z.H.",
TITLE = "Exploring the Topics of Audio Words for Detecting Alzheimer's Disease
From Spontaneous Speech",
JOURNAL = SPLetters,
VOLUME = "30",
YEAR = "2023",
PAGES = "1727-1731",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT265549"}
@article{bb270792,
AUTHOR = "Chen, Y.Y. and Pan, Y.S. and Xia, Y. and Yuan, Y.X.",
TITLE = "Disentangle First, Then Distill: A Unified Framework for Missing
Modality Imputation and Alzheimer's Disease Diagnosis",
JOURNAL = MedImg,
VOLUME = "42",
YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "3566-3578",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT265550"}
@article{bb270793,
AUTHOR = "Lei, B.Y. and Zhu, Y. and Liang, E. and Yang, P. and Chen, S.B. and Hu, H. and Xie, H.R. and Wei, Z. and Hao, F. and Song, X.G. and Wang, T.F. and Xiao, X.H. and Wang, S.Q. and Han, H.B.",
TITLE = "Federated Domain Adaptation via Transformer for Multi-Site
Alzheimer's Disease Diagnosis",
JOURNAL = MedImg,
VOLUME = "42",
YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "3651-3664",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT265551"}
@article{bb270794,
AUTHOR = "Marcus, A. and Bentley, P. and Rueckert, D.",
TITLE = "Concurrent Ischemic Lesion Age Estimation and Segmentation of CT
Brain Using a Transformer-Based Network",
JOURNAL = MedImg,
VOLUME = "42",
YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "3464-3473",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT265552"}
@inproceedings{bb270795,
AUTHOR = "Tan, Y.F. and Ting, C.M. and Noman, F. and Phan, R.C.W. and Ombao, H.",
TITLE = "A Unified Framework for Static and Dynamic Functional Connectivity
Augmentation for Multi-Domain Brain Disorder Classification",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "635-639",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT265553"}
@article{bb270796,
AUTHOR = "Rana, M.M. and Islam, M.M. and Talukder, M.A. and Uddin, M.A. and Aryal, S.I. and Alotaibi, N. and Alyami, S.A. and Hasan, K.F. and Moni, M.A.",
TITLE = "A robust and clinically applicable deep learning model for early
detection of Alzheimer's",
JOURNAL = IET-IPR,
VOLUME = "17",
YEAR = "2023",
NUMBER = "14",
PAGES = "3959-3975",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT265554"}
@article{bb270797,
AUTHOR = "Yang, Y.W. and Ye, C.F. and Guo, X. and Wu, T. and Xiang, Y. and Ma, T.",
TITLE = "Mapping Multi-Modal Brain Connectome for Brain Disorder Diagnosis via
Cross-Modal Mutual Learning",
JOURNAL = MedImg,
VOLUME = "43",
YEAR = "2024",
NUMBER = "1",
MONTH = "January",
PAGES = "108-121",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT265555"}
@article{bb270798,
AUTHOR = "Shukla, A. and Tiwari, R. and Tiwari, S.",
TITLE = "Structural biomarker-based Alzheimer's disease detection via ensemble
learning techniques",
JOURNAL = IJIST,
VOLUME = "34",
YEAR = "2024",
NUMBER = "1",
PAGES = "e22967",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT265556"}
@article{bb270799,
AUTHOR = "Miao, S. and Xu, Q. and Li, W.M. and Yang, C. and Sheng, B. and Liu, F.Y. and Bezabih, T.T. and Yu, X.",
TITLE = "MMTFN: Multi-modal multi-scale transformer fusion network for
Alzheimer's disease diagnosis",
JOURNAL = IJIST,
VOLUME = "34",
YEAR = "2024",
NUMBER = "1",
PAGES = "e22970",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT265557"}
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