BIOMARKERS

Molecular Biopsy of Human Tumors

- a resource for Precision Medicine *

244 related articles for article (PubMed ID: 31479439)

  • 1. Learning unsupervised feature representations for single cell microscopy images with paired cell inpainting.
    Lu AX; Kraus OZ; Cooper S; Moses AM
    PLoS Comput Biol; 2019 Sep; 15(9):e1007348. PubMed ID: 31479439
    [TBL] [Abstract][Full Text] [Related]  

  • 2. Convolutional sparse kernel network for unsupervised medical image analysis.
    Ahn E; Kumar A; Fulham M; Feng D; Kim J
    Med Image Anal; 2019 Aug; 56():140-151. PubMed ID: 31229759
    [TBL] [Abstract][Full Text] [Related]  

  • 3. An Ensemble of Fine-Tuned Convolutional Neural Networks for Medical Image Classification.
    Kumar A; Kim J; Lyndon D; Fulham M; Feng D
    IEEE J Biomed Health Inform; 2017 Jan; 21(1):31-40. PubMed ID: 28114041
    [TBL] [Abstract][Full Text] [Related]  

  • 4. Cell Segmentation Using a Similarity Interface With a Multi-Task Convolutional Neural Network.
    Ramesh N; Tasdizen T
    IEEE J Biomed Health Inform; 2019 Jul; 23(4):1457-1468. PubMed ID: 30530343
    [TBL] [Abstract][Full Text] [Related]  

  • 5. A novel biomedical image indexing and retrieval system via deep preference learning.
    Pang S; Orgun MA; Yu Z
    Comput Methods Programs Biomed; 2018 May; 158():53-69. PubMed ID: 29544790
    [TBL] [Abstract][Full Text] [Related]  

  • 6. Classifying and segmenting microscopy images with deep multiple instance learning.
    Kraus OZ; Ba JL; Frey BJ
    Bioinformatics; 2016 Jun; 32(12):i52-i59. PubMed ID: 27307644
    [TBL] [Abstract][Full Text] [Related]  

  • 7. Application of deep convolutional neural networks in classification of protein subcellular localization with microscopy images.
    Xiao M; Shen X; Pan W
    Genet Epidemiol; 2019 Apr; 43(3):330-341. PubMed ID: 30614068
    [TBL] [Abstract][Full Text] [Related]  

  • 8. Unsupervised Domain Adaptation for Facial Expression Recognition Using Generative Adversarial Networks.
    Wang X; Wang X; Ni Y
    Comput Intell Neurosci; 2018; 2018():7208794. PubMed ID: 30111995
    [TBL] [Abstract][Full Text] [Related]  

  • 9. Unsupervised Two-Path Neural Network for Cell Event Detection and Classification Using Spatiotemporal Patterns.
    Phan HTH; Kumar A; Feng D; Fulham M; Kim J
    IEEE Trans Med Imaging; 2019 Jun; 38(6):1477-1487. PubMed ID: 30530316
    [TBL] [Abstract][Full Text] [Related]  

  • 10. Accurate Prediction of Biological Assays with High-Throughput Microscopy Images and Convolutional Networks.
    Hofmarcher M; Rumetshofer E; Clevert DA; Hochreiter S; Klambauer G
    J Chem Inf Model; 2019 Mar; 59(3):1163-1171. PubMed ID: 30840449
    [TBL] [Abstract][Full Text] [Related]  

  • 11. Predicting single-cell gene expression profiles of imaging flow cytometry data with machine learning.
    Chlis NK; Rausch L; Brocker T; Kranich J; Theis FJ
    Nucleic Acids Res; 2020 Nov; 48(20):11335-11346. PubMed ID: 33119742
    [TBL] [Abstract][Full Text] [Related]  

  • 12. PIFiA: self-supervised approach for protein functional annotation from single-cell imaging data.
    Razdaibiedina A; Brechalov A; Friesen H; Mattiazzi Usaj M; Masinas MPD; Garadi Suresh H; Wang K; Boone C; Ba J; Andrews B
    Mol Syst Biol; 2024 May; 20(5):521-548. PubMed ID: 38472305
    [TBL] [Abstract][Full Text] [Related]  

  • 13. Bidirectional Mapping-Based Domain Adaptation for Nucleus Detection in Cross-Modality Microscopy Images.
    Xing F; Cornish TC; Bennett TD; Ghosh D
    IEEE Trans Med Imaging; 2021 Oct; 40(10):2880-2896. PubMed ID: 33284750
    [TBL] [Abstract][Full Text] [Related]  

  • 14. Unsupervised Domain Adaptation to Classify Medical Images Using Zero-Bias Convolutional Auto-Encoders and Context-Based Feature Augmentation.
    Ahn E; Kumar A; Fulham M; Feng D; Kim J
    IEEE Trans Med Imaging; 2020 Jul; 39(7):2385-2394. PubMed ID: 32012005
    [TBL] [Abstract][Full Text] [Related]  

  • 15. Unsupervised discovery of dynamic cell phenotypic states from transmitted light movies.
    Nguyen P; Chien S; Dai J; Monnat RJ; Becker PS; Kueh HY
    PLoS Comput Biol; 2021 Dec; 17(12):e1009626. PubMed ID: 34968384
    [TBL] [Abstract][Full Text] [Related]  

  • 16. ELF: Extract Landmark Features By Optimizing Topology Maintenance, Redundancy, and Specificity.
    Feng ZY; Wang Y
    IEEE/ACM Trans Comput Biol Bioinform; 2020; 17(2):411-421. PubMed ID: 29994260
    [TBL] [Abstract][Full Text] [Related]  

  • 17. Study of the Application of Deep Convolutional Neural Networks (CNNs) in Processing Sensor Data and Biomedical Images.
    Hu W; Zhang Y; Li L
    Sensors (Basel); 2019 Aug; 19(16):. PubMed ID: 31426516
    [TBL] [Abstract][Full Text] [Related]  

  • 18. Deep Learning Neural Networks Highly Predict Very Early Onset of Pluripotent Stem Cell Differentiation.
    Waisman A; La Greca A; Möbbs AM; Scarafía MA; Santín Velazque NL; Neiman G; Moro LN; Luzzani C; Sevlever GE; Guberman AS; Miriuka SG
    Stem Cell Reports; 2019 Apr; 12(4):845-859. PubMed ID: 30880077
    [TBL] [Abstract][Full Text] [Related]  

  • 19. Facetto: Combining Unsupervised and Supervised Learning for Hierarchical Phenotype Analysis in Multi-Channel Image Data.
    Krueger R; Beyer J; Jang WD; Kim NW; Sokolov A; Sorger PK; Pfister H
    IEEE Trans Vis Comput Graph; 2020 Jan; 26(1):227-237. PubMed ID: 31514138
    [TBL] [Abstract][Full Text] [Related]  

  • 20. Unsupervised Resolution of Histomorphologic Heterogeneity in Renal Cell Carcinoma Using a Brain Tumor-Educated Neural Network.
    Faust K; Roohi A; Leon AJ; Leroux E; Dent A; Evans AJ; Pugh TJ; Kalimuthu SN; Djuric U; Diamandis P
    JCO Clin Cancer Inform; 2020 Sep; 4():811-821. PubMed ID: 32946287
    [TBL] [Abstract][Full Text] [Related]  

    [Next]    [New Search]
    of 13.