BIOMARKERS

Molecular Biopsy of Human Tumors

- a resource for Precision Medicine *

505 related articles for article (PubMed ID: 33018334)

  • 1. 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]  

  • 2. 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]  

  • 3. 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]  

  • 4. 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]  

  • 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. Structural MRI-Based Schizophrenia Classification Using Autoencoders and 3D Convolutional Neural Networks in Combination with Various Pre-Processing Techniques.
    Vyškovský R; Schwarz D; Churová V; Kašpárek T
    Brain Sci; 2022 May; 12(5):. PubMed ID: 35625002
    [TBL] [Abstract][Full Text] [Related]  

  • 8. Voxel-based morphometry in single subjects without a scanner-specific normal database using a convolutional neural network.
    Krüger J; Opfer R; Spies L; Hedderich D; Buchert R
    Eur Radiol; 2024 Jun; 34(6):3578-3587. PubMed ID: 37943313
    [TBL] [Abstract][Full Text] [Related]  

  • 9. Brain tumor classification for MR images using transfer learning and fine-tuning.
    Swati ZNK; Zhao Q; Kabir M; Ali F; Ali Z; Ahmed S; Lu J
    Comput Med Imaging Graph; 2019 Jul; 75():34-46. PubMed ID: 31150950
    [TBL] [Abstract][Full Text] [Related]  

  • 10. An efficient brain tumor image classifier by combining multi-pathway cascaded deep neural network and handcrafted features in MR images.
    Bal A; Banerjee M; Chaki R; Sharma P
    Med Biol Eng Comput; 2021 Aug; 59(7-8):1495-1527. PubMed ID: 34184181
    [TBL] [Abstract][Full Text] [Related]  

  • 11. 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]  

  • 12. Automated Identification of Hookahs (Waterpipes) on Instagram: An Application in Feature Extraction Using Convolutional Neural Network and Support Vector Machine Classification.
    Zhang Y; Allem JP; Unger JB; Boley Cruz T
    J Med Internet Res; 2018 Nov; 20(11):e10513. PubMed ID: 30452385
    [TBL] [Abstract][Full Text] [Related]  

  • 13. A Novel Method for Classifying Liver and Brain Tumors Using Convolutional Neural Networks, Discrete Wavelet Transform and Long Short-Term Memory Networks.
    Kutlu H; Avcı E
    Sensors (Basel); 2019 Apr; 19(9):. PubMed ID: 31035406
    [TBL] [Abstract][Full Text] [Related]  

  • 14. 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]  

  • 15. 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]  

  • 16. 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]  

  • 17. Machine learning for evolutive lymphoma and residual masses recognition in whole body diffusion weighted magnetic resonance images.
    Ferjaoui R; Cherni MA; Boujnah S; Kraiem NEH; Kraiem T
    Comput Methods Programs Biomed; 2021 Sep; 209():106320. PubMed ID: 34390938
    [TBL] [Abstract][Full Text] [Related]  

  • 18. 3D-Deep Learning Based Automatic Diagnosis of Alzheimer's Disease with Joint MMSE Prediction Using Resting-State fMRI.
    Duc NT; Ryu S; Qureshi MNI; Choi M; Lee KH; Lee B
    Neuroinformatics; 2020 Jan; 18(1):71-86. PubMed ID: 31093956
    [TBL] [Abstract][Full Text] [Related]  

  • 19. Brain Morphometry Methods for Feature Extraction in Random Subspace Ensemble Neural Network Classification of First-Episode Schizophrenia.
    Vyškovský R; Schwarz D; Kašpárek T
    Neural Comput; 2019 May; 31(5):897-918. PubMed ID: 30883275
    [TBL] [Abstract][Full Text] [Related]  

  • 20. Automatic extraction of cancer registry reportable information from free-text pathology reports using multitask convolutional neural networks.
    Alawad M; Gao S; Qiu JX; Yoon HJ; Blair Christian J; Penberthy L; Mumphrey B; Wu XC; Coyle L; Tourassi G
    J Am Med Inform Assoc; 2020 Jan; 27(1):89-98. PubMed ID: 31710668
    [TBL] [Abstract][Full Text] [Related]  

    [Next]    [New Search]
    of 26.