BIOMARKERS

Molecular Biopsy of Human Tumors

- a resource for Precision Medicine *

352 related articles for article (PubMed ID: 34329864)

  • 1. Multi-model and multi-slice ensemble learning architecture based on 2D convolutional neural networks for Alzheimer's disease diagnosis.
    Kang W; Lin L; Zhang B; Shen X; Wu S;
    Comput Biol Med; 2021 Sep; 136():104678. PubMed ID: 34329864
    [TBL] [Abstract][Full Text] [Related]  

  • 2. Ensemble of convolutional neural networks and multilayer perceptron for the diagnosis of mild cognitive impairment and Alzheimer's disease.
    Li M; Jiang Y; Li X; Yin S; Luo H
    Med Phys; 2023 Jan; 50(1):209-225. PubMed ID: 36121183
    [TBL] [Abstract][Full Text] [Related]  

  • 3. Monte Carlo Ensemble Neural Network for the diagnosis of Alzheimer's disease.
    Liu C; Huang F; Qiu A;
    Neural Netw; 2023 Feb; 159():14-24. PubMed ID: 36525914
    [TBL] [Abstract][Full Text] [Related]  

  • 4. Early Detection of Alzheimer's Disease Using Magnetic Resonance Imaging: A Novel Approach Combining Convolutional Neural Networks and Ensemble Learning.
    Pan D; Zeng A; Jia L; Huang Y; Frizzell T; Song X
    Front Neurosci; 2020; 14():259. PubMed ID: 32477040
    [TBL] [Abstract][Full Text] [Related]  

  • 5. Multi-Modality Cascaded Convolutional Neural Networks for Alzheimer's Disease Diagnosis.
    Liu M; Cheng D; Wang K; Wang Y;
    Neuroinformatics; 2018 Oct; 16(3-4):295-308. PubMed ID: 29572601
    [TBL] [Abstract][Full Text] [Related]  

  • 6. [Early prognosis of Alzheimer's disease based on convolutional neural networks and ensemble learning].
    Zeng A; Jia L; Pan D; Song X
    Sheng Wu Yi Xue Gong Cheng Xue Za Zhi; 2019 Oct; 36(5):711-719. PubMed ID: 31631618
    [TBL] [Abstract][Full Text] [Related]  

  • 7. A multi-model deep convolutional neural network for automatic hippocampus segmentation and classification in Alzheimer's disease.
    Liu M; Li F; Yan H; Wang K; Ma Y; ; Shen L; Xu M
    Neuroimage; 2020 Mar; 208():116459. PubMed ID: 31837471
    [TBL] [Abstract][Full Text] [Related]  

  • 8. Three-round learning strategy based on 3D deep convolutional GANs for Alzheimer's disease staging.
    Kang W; Lin L; Sun S; Wu S
    Sci Rep; 2023 Apr; 13(1):5750. PubMed ID: 37029214
    [TBL] [Abstract][Full Text] [Related]  

  • 9. Hippocampal shape and asymmetry analysis by cascaded convolutional neural networks for Alzheimer's disease diagnosis.
    Li A; Li F; Elahifasaee F; Liu M; Zhang L;
    Brain Imaging Behav; 2021 Oct; 15(5):2330-2339. PubMed ID: 33398778
    [TBL] [Abstract][Full Text] [Related]  

  • 10. A parameter-efficient deep learning approach to predict conversion from mild cognitive impairment to Alzheimer's disease.
    Spasov S; Passamonti L; Duggento A; Liò P; Toschi N;
    Neuroimage; 2019 Apr; 189():276-287. PubMed ID: 30654174
    [TBL] [Abstract][Full Text] [Related]  

  • 11. A Deep Learning Approach for Automated Diagnosis and Multi-Class Classification of Alzheimer's Disease Stages Using Resting-State fMRI and Residual Neural Networks.
    Ramzan F; Khan MUG; Rehmat A; Iqbal S; Saba T; Rehman A; Mehmood Z
    J Med Syst; 2019 Dec; 44(2):37. PubMed ID: 31853655
    [TBL] [Abstract][Full Text] [Related]  

  • 12. Cross-cohort generalizability of deep and conventional machine learning for MRI-based diagnosis and prediction of Alzheimer's disease.
    Bron EE; Klein S; Papma JM; Jiskoot LC; Venkatraghavan V; Linders J; Aalten P; De Deyn PP; Biessels GJ; Claassen JAHR; Middelkoop HAM; Smits M; Niessen WJ; van Swieten JC; van der Flier WM; Ramakers IHGB; van der Lugt A; ;
    Neuroimage Clin; 2021; 31():102712. PubMed ID: 34118592
    [TBL] [Abstract][Full Text] [Related]  

  • 13. Biceph-Net: A Robust and Lightweight Framework for the Diagnosis of Alzheimer's Disease Using 2D-MRI Scans and Deep Similarity Learning.
    Rashid AH; Gupta A; Gupta J; Tanveer M
    IEEE J Biomed Health Inform; 2023 Mar; 27(3):1205-1213. PubMed ID: 35536819
    [TBL] [Abstract][Full Text] [Related]  

  • 14. Cortical graph neural network for AD and MCI diagnosis and transfer learning across populations.
    Wee CY; Liu C; Lee A; Poh JS; Ji H; Qiu A;
    Neuroimage Clin; 2019; 23():101929. PubMed ID: 31491832
    [TBL] [Abstract][Full Text] [Related]  

  • 15. A Convolutional Neural Network and Graph Convolutional Network Based Framework for AD Classification.
    Lin L; Xiong M; Zhang G; Kang W; Sun S; Wu S; Initiative Alzheimer's Disease Neuroimaging
    Sensors (Basel); 2023 Feb; 23(4):. PubMed ID: 36850510
    [TBL] [Abstract][Full Text] [Related]  

  • 16. Comparison of Transfer Learning and Conventional Machine Learning Applied to Structural Brain MRI for the Early Diagnosis and Prognosis of Alzheimer's Disease.
    Nanni L; Interlenghi M; Brahnam S; Salvatore C; Papa S; Nemni R; Castiglioni I;
    Front Neurol; 2020; 11():576194. PubMed ID: 33250847
    [TBL] [Abstract][Full Text] [Related]  

  • 17. Automated classification of Alzheimer's disease and mild cognitive impairment using a single MRI and deep neural networks.
    Basaia S; Agosta F; Wagner L; Canu E; Magnani G; Santangelo R; Filippi M;
    Neuroimage Clin; 2019; 21():101645. PubMed ID: 30584016
    [TBL] [Abstract][Full Text] [Related]  

  • 18. Deep sequence modelling for Alzheimer's disease detection using MRI.
    Ebrahimi A; Luo S; Chiong R;
    Comput Biol Med; 2021 Jul; 134():104537. PubMed ID: 34118752
    [TBL] [Abstract][Full Text] [Related]  

  • 19. A comparative study of GNN and MLP based machine learning for the diagnosis of Alzheimer's Disease involving data synthesis.
    Chen K; Weng Y; Hosseini AA; Dening T; Zuo G; Zhang Y
    Neural Netw; 2024 Jan; 169():442-452. PubMed ID: 37939533
    [TBL] [Abstract][Full Text] [Related]  

  • 20. Automated MRI-Based Deep Learning Model for Detection of Alzheimer's Disease Process.
    Feng W; Halm-Lutterodt NV; Tang H; Mecum A; Mesregah MK; Ma Y; Li H; Zhang F; Wu Z; Yao E; Guo X
    Int J Neural Syst; 2020 Jun; 30(6):2050032. PubMed ID: 32498641
    [TBL] [Abstract][Full Text] [Related]  

    [Next]    [New Search]
    of 18.