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77 ta ish

Ish: Deep learning for brain tumour segmentation on MRI with focus on robustness uncertainty and clinical translation

  1. Deep Residual Learning for Image Recognition

    Kaiming He, Xiangyu Zhang, Shaoqing Ren +1

    Maqola201690 iqtibos
    ABI

  2. Long Short-Term Memory

    Sepp Hochreiter, Jürgen Schmidhuber

    Maqola199763 iqtibos
    ABI

  3. U-Net: Convolutional Networks for Biomedical Image Segmentation

    Olaf Ronneberger, Philipp Fischer, Thomas Brox

    BobOchiq kirish201545 iqtibos
    ABI

  4. A survey on deep learning in medical image analysis

    Geert Litjens, Thijs Kooi, Babak Ehteshami Bejnordi +6

    Sharh maqolaOchiq kirish201730 iqtibos
    ABI

  5. Gradient-based learning applied to document recognition

    Yann LeCun, Léon Bottou, Yoshua Bengio +1

    MaqolaOchiq kirish199815 iqtibos
    ABI

  6. nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation

    Fabian Isensee, Paul F. Jaeger, Simon A. A. Kohl +2

    MaqolaOchiq kirish202012 iqtibos
    ABI

  7. Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization

    Ramprasaath R. Selvaraju, Michael Cogswell, Abhishek Das +3

    Maqola201712 iqtibos
    ABI

  8. Squeeze-and-Excitation Networks

    Jie Hu, Li Shen, Gang Sun

    Preprint201812 iqtibos
    ABI

  9. UNETR: Transformers for 3D Medical Image Segmentation

    Ali Hatamizadeh, Yucheng Tang, Vishwesh Nath +5

    MaqolaOchiq kirish20228 iqtibos
    ABI

  10. International evaluation of an AI system for breast cancer screening

    Scott Mayer McKinney, Marcin Sieniek, Varun Godbole +28

    MaqolaOchiq kirish20207 iqtibos
    ABI

  11. Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks

    Jun-Yan Zhu, Taesung Park, Phillip Isola +1

    Maqola20177 iqtibos
    ABI

  12. The false hope of current approaches to explainable artificial intelligence in health care

    Marzyeh Ghassemi, Luke Oakden‐Rayner, Andrew L. Beam

    Sharh maqola20217 iqtibos
    ABI

  13. Brain tumor segmentation with Deep Neural Networks

    Mohammad Havaei, Axel Davy, David Warde-Farley +6

    MaqolaOchiq kirish20165 iqtibos
    ABI

  14. Advancing The Cancer Genome Atlas glioma MRI collections with expert segmentation labels and radiomic features

    Spyridon Bakas, Hamed Akbari, Aristeidis Sotiras +6

    MaqolaOchiq kirish20174 iqtibos
    ABI

  15. A Survey on Explainable Artificial Intelligence (XAI): Toward Medical XAI

    Erico Tjoa, Cuntai Guan

    Maqola20204 iqtibos
    ABI

  16. Generalised Dice Overlap as a Deep Learning Loss Function for Highly Unbalanced Segmentations

    Carole H. Sudre, Wenqi Li, Tom Vercauteren +2

    Maqola20174 iqtibos
    ABI

  17. Sarlavhasiz

    Boshqa4 iqtibos
    ABI

  18. Sarlavhasiz

    Boshqa4 iqtibos
    ABI

  19. 3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation

    Özgün Çiçek, Ahmed Abdulkadir, Soeren S. Lienkamp +2

    Bob20164 iqtibos
    ABI

  20. Recent deep learning-based brain tumor segmentation models using multi-modality magnetic resonance imaging: a prospective survey

    Zain Ul Abıdın, Rizwan Ali Naqvi, Amir Haider +3

    Sharh maqola20244 iqtibos
    ABI

  21. GAN-Based Cross-Modality Brain MRI Synthesis: Paired Versus Unpaired Training and Comparison with Diffusion and Transformer Models

    Behnam Kiani Kalejahi, Sebelan Danishvar, Mohammad Javad Rajabi

    MaqolaOchiq kirishGenerative Adversarial Networks and Image SynthesisBiomimetics20263 iqtibos
    ABI

  22. 3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study

    José Dolz, Christian Desrosiers, Ismail Ben Ayed

    Sharh maqolaOchiq kirish20173 iqtibos
    ABI

  23. Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentation

    Konstantinos Kamnitsas, Christian Ledig, Virginia Newcombe +5

    MaqolaOchiq kirish20163 iqtibos
    ABI

  24. Sarlavhasiz

    Boshqa3 iqtibos
    ABI

  25. Brain Tumor Segmentation Using Convolutional Neural Networks in MRI Images

    Sérgio Pereira, Adriano Pinto, Victor Alves +1

    Maqola20163 iqtibos
    ABI