BIOMARKERS

Molecular Biopsy of Human Tumors

- a resource for Precision Medicine *

223 related articles for article (PubMed ID: 34210562)

  • 1. Structural and diffusion MRI based schizophrenia classification using 2D pretrained and 3D naive Convolutional Neural Networks.
    Hu M; Qian X; Liu S; Koh AJ; Sim K; Jiang X; Guan C; Zhou JH
    Schizophr Res; 2022 May; 243():330-341. PubMed ID: 34210562
    [TBL] [Abstract][Full Text] [Related]  

  • 2. Brain MRI-based 3D Convolutional Neural Networks for Classification of Schizophrenia and Controls.
    Hu M; Sim K; Zhou JH; Jiang X; Guan C
    Annu Int Conf IEEE Eng Med Biol Soc; 2020 Jul; 2020():1742-1745. PubMed ID: 33018334
    [TBL] [Abstract][Full Text] [Related]  

  • 3. fMRI volume classification using a 3D convolutional neural network robust to shifted and scaled neuronal activations.
    Vu H; Kim HC; Jung M; Lee JH
    Neuroimage; 2020 Dec; 223():117328. PubMed ID: 32896633
    [TBL] [Abstract][Full Text] [Related]  

  • 4. Classification of schizophrenia and normal controls using 3D convolutional neural network and outcome visualization.
    Oh K; Kim W; Shen G; Piao Y; Kang NI; Oh IS; Chung YC
    Schizophr Res; 2019 Oct; 212():186-195. PubMed ID: 31395487
    [TBL] [Abstract][Full Text] [Related]  

  • 5. 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]  

  • 6. Discriminative analysis of schizophrenia patients using an integrated model combining 3D CNN with 2D CNN: A multimodal MR image and connectomics analysis.
    Guo H; Jian S; Zhou Y; Chen X; Chen J; Zhou J; Huang Y; Ma G; Li X; Ning Y; Wu F; Wu K
    Brain Res Bull; 2024 Jan; 206():110846. PubMed ID: 38104672
    [TBL] [Abstract][Full Text] [Related]  

  • 7. Uncovering convolutional neural network decisions for diagnosing multiple sclerosis on conventional MRI using layer-wise relevance propagation.
    Eitel F; Soehler E; Bellmann-Strobl J; Brandt AU; Ruprecht K; Giess RM; Kuchling J; Asseyer S; Weygandt M; Haynes JD; Scheel M; Paul F; Ritter K
    Neuroimage Clin; 2019; 24():102003. PubMed ID: 31634822
    [TBL] [Abstract][Full Text] [Related]  

  • 8. Multimodal MRI-Based Whole-Brain Assessment in Patients In Anoxoischemic Coma by Using 3D Convolutional Neural Networks.
    Mattia GM; Sarton B; Villain E; Vinour H; Ferre F; Buffieres W; Le Lann MV; Franceries X; Peran P; Silva S
    Neurocrit Care; 2022 Aug; 37(Suppl 2):303-312. PubMed ID: 35876960
    [TBL] [Abstract][Full Text] [Related]  

  • 9. A deep dive into understanding tumor foci classification using multiparametric MRI based on convolutional neural network.
    Zong W; Lee JK; Liu C; Carver EN; Feldman AM; Janic B; Elshaikh MA; Pantelic MV; Hearshen D; Chetty IJ; Movsas B; Wen N
    Med Phys; 2020 Sep; 47(9):4077-4086. PubMed ID: 32449176
    [TBL] [Abstract][Full Text] [Related]  

  • 10. Integrating machining learning and multimodal neuroimaging to detect schizophrenia at the level of the individual.
    Lei D; Pinaya WHL; Young J; van Amelsvoort T; Marcelis M; Donohoe G; Mothersill DO; Corvin A; Vieira S; Huang X; Lui S; Scarpazza C; Arango C; Bullmore E; Gong Q; McGuire P; Mechelli A
    Hum Brain Mapp; 2020 Apr; 41(5):1119-1135. PubMed ID: 31737978
    [TBL] [Abstract][Full Text] [Related]  

  • 11. Deep Multi-Scale 3D Convolutional Neural Network (CNN) for MRI Gliomas Brain Tumor Classification.
    Mzoughi H; Njeh I; Wali A; Slima MB; BenHamida A; Mhiri C; Mahfoudhe KB
    J Digit Imaging; 2020 Aug; 33(4):903-915. PubMed ID: 32440926
    [TBL] [Abstract][Full Text] [Related]  

  • 12. Deep convolutional neural network based hyperspectral brain tissue classification.
    Poonkuzhali P; Helen Prabha K
    J Xray Sci Technol; 2023; 31(4):777-796. PubMed ID: 37182861
    [TBL] [Abstract][Full Text] [Related]  

  • 13. Deep learning approaches using 2D and 3D convolutional neural networks for generating male pelvic synthetic computed tomography from magnetic resonance imaging.
    Fu J; Yang Y; Singhrao K; Ruan D; Chu FI; Low DA; Lewis JH
    Med Phys; 2019 Sep; 46(9):3788-3798. PubMed ID: 31220353
    [TBL] [Abstract][Full Text] [Related]  

  • 14. Deep symmetric three-dimensional convolutional neural networks for identifying acute ischemic stroke via diffusion-weighted images.
    Cui L; Han S; Qi S; Duan Y; Kang Y; Luo Y
    J Xray Sci Technol; 2021; 29(4):551-566. PubMed ID: 33967077
    [TBL] [Abstract][Full Text] [Related]  

  • 15. 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]  

  • 16. Convolutional neural networks for classification of Alzheimer's disease: Overview and reproducible evaluation.
    Wen J; Thibeau-Sutre E; Diaz-Melo M; Samper-González J; Routier A; Bottani S; Dormont D; Durrleman S; Burgos N; Colliot O; ;
    Med Image Anal; 2020 Jul; 63():101694. PubMed ID: 32417716
    [TBL] [Abstract][Full Text] [Related]  

  • 17. Brain MRI analysis using a deep learning based evolutionary approach.
    Shahamat H; Saniee Abadeh M
    Neural Netw; 2020 Jun; 126():218-234. PubMed ID: 32259762
    [TBL] [Abstract][Full Text] [Related]  

  • 18. Deep learning for liver tumor diagnosis part II: convolutional neural network interpretation using radiologic imaging features.
    Wang CJ; Hamm CA; Savic LJ; Ferrante M; Schobert I; Schlachter T; Lin M; Weinreb JC; Duncan JS; Chapiro J; Letzen B
    Eur Radiol; 2019 Jul; 29(7):3348-3357. PubMed ID: 31093705
    [TBL] [Abstract][Full Text] [Related]  

  • 19. Co-trained convolutional neural networks for automated detection of prostate cancer in multi-parametric MRI.
    Yang X; Liu C; Wang Z; Yang J; Min HL; Wang L; Cheng KT
    Med Image Anal; 2017 Dec; 42():212-227. PubMed ID: 28850876
    [TBL] [Abstract][Full Text] [Related]  

  • 20. A 3D multiscale view convolutional neural network with attention for mental disease diagnosis on MRI images.
    Wang Z; Zhu Y; Shi H; Zhang Y; Yan C
    Math Biosci Eng; 2021 Aug; 18(5):6978-6994. PubMed ID: 34517567
    [TBL] [Abstract][Full Text] [Related]  

    [Next]    [New Search]
    of 12.