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        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,
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        YEAR = "2020",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT271593"}

@article{bb276858,
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        TITLE = "Combining of Multiple Deep Networks via Ensemble Generalization Loss,
Based on MRI Images, for Alzheimer's Disease Classification",
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        YEAR = "2020",
        PAGES = "206-210",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT271594"}

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        TITLE = "Hierarchical Fully Convolutional Network for Joint Atrophy
Localization and Alzheimer's Disease Diagnosis Using Structural MRI",
        JOURNAL = PAMI,
        VOLUME = "42",
        YEAR = "2020",
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        MONTH = "April",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT271595"}

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        BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT271596"}

@article{bb276861,
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        TITLE = "Longitudinal structural MRI analysis and classification in
Alzheimer's disease and mild cognitive impairment",
        JOURNAL = IJIST,
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        YEAR = "2020",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT271597"}

@article{bb276862,
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        TITLE = "Dual Attention Multi-Instance Deep Learning for Alzheimer's Disease
Diagnosis With Structural MRI",
        JOURNAL = MedImg,
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        YEAR = "2021",
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        MONTH = "September",
        PAGES = "2354-2366",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT271598"}

@article{bb276863,
        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",
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        PAGES = "1692-1710",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT271599"}

@article{bb276864,
        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",
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        YEAR = "2021",
        NUMBER = "4",
        PAGES = "2060-2074",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT271600"}

@article{bb276865,
        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#TT271601"}

@article{bb276866,
        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#TT271602"}

@article{bb276867,
        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#TT271603"}

@article{bb276868,
        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#TT271604"}

@article{bb276869,
        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#TT271605"}

@article{bb276870,
        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#TT271606"}

@article{bb276871,
        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#TT271607"}

@article{bb276872,
        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#TT271608"}

@article{bb276873,
        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#TT271609"}

@article{bb276874,
        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#TT271610"}

@article{bb276875,
        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#TT271610"}

@article{bb276876,
        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#TT271611"}

@article{bb276877,
        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#TT271612"}

@article{bb276878,
        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#TT271613"}

@article{bb276879,
        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#TT271614"}

@article{bb276880,
        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#TT271615"}

@article{bb276881,
        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#TT271616"}

@article{bb276882,
        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#TT271617"}

@article{bb276883,
        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#TT271618"}

@article{bb276884,
        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#TT271619"}

@article{bb276885,
        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,
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        YEAR = "2026",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "2236-2252",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT271620"}

@article{bb276886,
        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,
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        YEAR = "2026",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT271621"}

@article{bb276887,
        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,
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        YEAR = "2026",
        PAGES = "261-268",
        BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT271622"}

@article{bb276888,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT271623"}

@article{bb276889,
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        TITLE = "Siamese Capsule Network (SNNCap): Cognitive Analysis for Alzheimer's
Disease Classification From MRI Data",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT271624"}

@article{bb276890,
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disease diagnosis using SMOTE-based data augmentation",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/medical877mria1.html#TT271625"}

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        JOURNAL = MedImg,
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        NUMBER = "7",
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@inproceedings{bb276894,
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@inproceedings{bb276896,
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@inproceedings{bb276898,
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@inproceedings{bb276899,
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Last update:Sep 30, 2026 at 11:45:00