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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#TT232990"}
@article{bb238057,
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.",
TITLE = "Automated detection of Alzheimer's disease using bi-directional
empirical model decomposition",
JOURNAL = PRL,
VOLUME = "135",
YEAR = "2020",
PAGES = "106-113",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT232991"}
@article{bb238058,
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#TT232992"}
@article{bb238059,
AUTHOR = "Bone, A. and Colliot, O. and Durrleman, S. and Initiative, T.A.D.N.",
TITLE = "Learning the spatiotemporal variability in longitudinal shape data sets",
JOURNAL = IJCV,
VOLUME = "128",
YEAR = "2020",
NUMBER = "12",
MONTH = "December",
PAGES = "2873-2896",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT232993"}
@inproceedings{bb238060,
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#TT232994"}
@article{bb238061,
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#TT232995"}
@article{bb238062,
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#TT232996"}
@article{bb238063,
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#TT232997"}
@article{bb238064,
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#TT232998"}
@article{bb238065,
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#TT232999"}
@article{bb238066,
AUTHOR = "Lu, L.J. and Elbeleidy, S. and Baker, L.Z. and Wang, H. and Nie, F.P.",
TITLE = "Predicting Cognitive Declines Using Longitudinally Enriched
Representations for Imaging Biomarkers",
JOURNAL = MedImg,
VOLUME = "40",
YEAR = "2021",
NUMBER = "3",
MONTH = "March",
PAGES = "891-904",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT233000"}
@inproceedings{bb238067,
AUTHOR = "Lu, L.J. and Wang, H. and Elbeleidy, S. and Nie, F.P.",
TITLE = "Predicting Cognitive Declines Using Longitudinally Enriched
Representations for Imaging Biomarkers",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "4826-4835",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT233000"}
@article{bb238068,
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#TT233001"}
@article{bb238069,
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#TT233001"}
@article{bb238070,
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#TT233002"}
@article{bb238071,
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#TT233003"}
@article{bb238072,
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#TT233004"}
@article{bb238073,
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#TT233005"}
@article{bb238074,
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#TT233006"}
@article{bb238075,
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#TT233007"}
@article{bb238076,
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#TT233008"}
@article{bb238077,
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#TT233009"}
@article{bb238078,
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#TT233010"}
@inproceedings{bb238079,
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#TT233011"}
@article{bb238080,
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#TT233012"}
@article{bb238081,
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#TT233013"}
@article{bb238082,
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#TT233014"}
@article{bb238083,
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#TT233015"}
@article{bb238084,
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#TT233016"}
@article{bb238085,
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. 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#TT233017"}
@article{bb238086,
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#TT233018"}
@article{bb238087,
AUTHOR = "Lian, C.F. and Liu, M.X. and Pan, Y.S. and Shen, D.G.",
TITLE = "Attention-Guided Hybrid Network for Dementia Diagnosis With
Structural MR Images",
JOURNAL = Cyber,
VOLUME = "52",
YEAR = "2022",
NUMBER = "4",
MONTH = "April",
PAGES = "1992-2003",
BIBSOURCE = "http://www.visionbib.com/bibliography/medical877a1.html#TT233019"}
@article{bb238088,
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#TT233020"}
@article{bb238089,
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#TT233021"}
@article{bb238090,
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#TT233022"}
@article{bb238091,
AUTHOR = "Pei, Z. and Wan, Z. and Zhang, Y.N. and Wang, M. and Leng, 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#TT233023"}
@article{bb238092,
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#TT233024"}
@article{bb238093,
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#TT233025"}
@article{bb238094,
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#TT233026"}
@article{bb238095,
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#TT233027"}
@article{bb238096,
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#TT233028"}
@article{bb238097,
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#TT233029"}
@article{bb238098,
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#TT233030"}
@article{bb238099,
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#TT233031"}
Last update:Apr 18, 2024 at 11:38:49