A survey on deep learning in medical image analysis
Geert Litjens, Thijs Kooi, Babak Ehteshami Bejnordi, Arnaud A. A. Setio, Francesco Ciompi, Mohsen Ghafoorian low, Jeroen van der Laak, Bram van Ginneken, Clara I. Sánchez
No abstract in the source record.
this paper
works it cites
works citing it
node size = global citations · hover for the full title
Citation edge evidence
- A guide to deep learning in healthcare→A survey on deep learning in medical image analysisLegacy edge — source detail unavailable
- A review of uncertainty quantification in deep learning: Techniques, applications and cha…→A survey on deep learning in medical image analysisLegacy edge — source detail unavailable
- All-optical machine learning using diffractive deep neural networks→A survey on deep learning in medical image analysisLegacy edge — source detail unavailable
- MultiResUNet : Rethinking the U-Net architecture for multimodal biomedical image segmenta…→A survey on deep learning in medical image analysisLegacy edge — source detail unavailable
- Definitions, methods, and applications in interpretable machine learning→A survey on deep learning in medical image analysisLegacy edge — source detail unavailable
- GAN-based synthetic medical image augmentation for increased CNN performance in liver les…→A survey on deep learning in medical image analysisLegacy edge — source detail unavailable
- Generative adversarial network in medical imaging: A review→A survey on deep learning in medical image analysisLegacy edge — source detail unavailable
- Deep Learning Techniques for Medical Image Segmentation: Achievements and Challenges→A survey on deep learning in medical image analysisLegacy edge — source detail unavailable
- A State-of-the-Art Survey on Deep Learning Theory and Architectures→A survey on deep learning in medical image analysisLegacy edge — source detail unavailable
- Deep Learning Applications in Medical Image Analysis→A survey on deep learning in medical image analysisLegacy edge — source detail unavailable
- A survey on deep learning in medical image analysis→Long Short-Term MemoryLegacy edge — source detail unavailable
- A survey on deep learning in medical image analysis→Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Transla…Legacy edge — source detail unavailable
- A survey on deep learning in medical image analysis→Reducing the Dimensionality of Data with Neural NetworksLegacy edge — source detail unavailable
- A survey on deep learning in medical image analysis→A Fast Learning Algorithm for Deep Belief NetsLegacy edge — source detail unavailable
- A survey on deep learning in medical image analysis→Auto-Encoding Variational BayesLegacy edge — source detail unavailable
- A survey on deep learning in medical image analysis→Learning long-term dependencies with gradient descent is difficultLegacy edge — source detail unavailable
- A survey on deep learning in medical image analysis→Practical Bayesian Optimization of Machine Learning AlgorithmsLegacy edge — source detail unavailable
- A survey on deep learning in medical image analysis→Deep Learning in Medical Image AnalysisLegacy edge — source detail unavailable
- A survey on deep learning in medical image analysis→Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Transla…Legacy edge — source detail unavailable
- A survey on deep learning in medical image analysis→What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?Legacy edge — source detail unavailable
- A survey on deep learning in medical image analysis→Neural Networks: Tricks of the TradeLegacy edge — source detail unavailable
- A survey on deep learning in medical image analysis→Deep Learning for Health InformaticsLegacy edge — source detail unavailable
- A survey on deep learning in medical image analysis→Practical Recommendations for Gradient-Based Training of Deep ArchitecturesLegacy edge — source detail unavailable
- A survey on deep learning in medical image analysis→Guest Editorial Deep Learning in Medical Imaging: Overview and Future Promise of an Excit…Legacy edge — source detail unavailable
- A survey on deep learning in medical image analysis→Mitosis Detection in Breast Cancer Histology Images with Deep Neural NetworksLegacy edge — source detail unavailable
- A survey on deep learning in medical image analysis→Explaining nonlinear classification decisions with deep Taylor decompositionLegacy edge — source detail unavailable
- Neural Networks: Tricks of the Trade→Practical Recommendations for Gradient-Based Training of Deep ArchitecturesLegacy edge — source detail unavailable
- Practical Recommendations for Gradient-Based Training of Deep Architectures→A Fast Learning Algorithm for Deep Belief NetsLegacy edge — source detail unavailable
- Long Short-Term Memory→Learning long-term dependencies with gradient descent is difficultLegacy edge — source detail unavailable
- Reducing the Dimensionality of Data with Neural Networks→A Fast Learning Algorithm for Deep Belief NetsLegacy edge — source detail unavailable
- Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Transla…→Long Short-Term MemoryLegacy edge — source detail unavailable
- Explaining nonlinear classification decisions with deep Taylor decomposition→Neural Networks: Tricks of the TradeLegacy edge — source detail unavailable
- Guest Editorial Deep Learning in Medical Imaging: Overview and Future Promise of an Excit…→Long Short-Term MemoryLegacy edge — source detail unavailable
- Guest Editorial Deep Learning in Medical Imaging: Overview and Future Promise of an Excit…→A Fast Learning Algorithm for Deep Belief NetsLegacy edge — source detail unavailable
- Deep Learning in Medical Image Analysis→Reducing the Dimensionality of Data with Neural NetworksLegacy edge — source detail unavailable
- Deep Learning in Medical Image Analysis→A Fast Learning Algorithm for Deep Belief NetsLegacy edge — source detail unavailable
- Deep Learning in Medical Image Analysis→Mitosis Detection in Breast Cancer Histology Images with Deep Neural NetworksLegacy edge — source detail unavailable
- Deep Learning for Health Informatics→Practical Recommendations for Gradient-Based Training of Deep ArchitecturesLegacy edge — source detail unavailable
- Deep Learning for Health Informatics→Long Short-Term MemoryLegacy edge — source detail unavailable
- Deep Learning for Health Informatics→Reducing the Dimensionality of Data with Neural NetworksLegacy edge — source detail unavailable
- Deep Learning for Health Informatics→Learning long-term dependencies with gradient descent is difficultLegacy edge — source detail unavailable
- Deep Learning for Health Informatics→A Fast Learning Algorithm for Deep Belief NetsLegacy edge — source detail unavailable
- Deep Learning for Health Informatics→Guest Editorial Deep Learning in Medical Imaging: Overview and Future Promise of an Excit…Legacy edge — source detail unavailable
- Deep Learning Applications in Medical Image Analysis→Auto-Encoding Variational BayesLegacy edge — source detail unavailable
- Deep Learning Applications in Medical Image Analysis→Practical Bayesian Optimization of Machine Learning AlgorithmsLegacy edge — source detail unavailable
- Deep Learning Applications in Medical Image Analysis→A Fast Learning Algorithm for Deep Belief NetsLegacy edge — source detail unavailable
- Deep Learning Applications in Medical Image Analysis→Mitosis Detection in Breast Cancer Histology Images with Deep Neural NetworksLegacy edge — source detail unavailable
- Deep Learning Applications in Medical Image Analysis→Guest Editorial Deep Learning in Medical Imaging: Overview and Future Promise of an Excit…Legacy edge — source detail unavailable
- Deep Learning Applications in Medical Image Analysis→Deep Learning in Medical Image AnalysisLegacy edge — source detail unavailable
- GAN-based synthetic medical image augmentation for increased CNN performance in liver les…→Guest Editorial Deep Learning in Medical Imaging: Overview and Future Promise of an Excit…Legacy edge — source detail unavailable
- All-optical machine learning using diffractive deep neural networks→Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Transla…Legacy edge — source detail unavailable
- Generative adversarial network in medical imaging: A review→GAN-based synthetic medical image augmentation for increased CNN performance in liver les…Legacy edge — source detail unavailable
- A guide to deep learning in healthcare→Mitosis Detection in Breast Cancer Histology Images with Deep Neural NetworksLegacy edge — source detail unavailable
- A State-of-the-Art Survey on Deep Learning Theory and Architectures→Reducing the Dimensionality of Data with Neural NetworksLegacy edge — source detail unavailable
- A State-of-the-Art Survey on Deep Learning Theory and Architectures→A Fast Learning Algorithm for Deep Belief NetsLegacy edge — source detail unavailable
- A State-of-the-Art Survey on Deep Learning Theory and Architectures→What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?Legacy edge — source detail unavailable
- Deep Learning Techniques for Medical Image Segmentation: Achievements and Challenges→Long Short-Term MemoryLegacy edge — source detail unavailable
- Deep Learning Techniques for Medical Image Segmentation: Achievements and Challenges→Deep Learning in Medical Image AnalysisLegacy edge — source detail unavailable
- Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Transla…→Long Short-Term MemoryLegacy edge — source detail unavailable
- A review of uncertainty quantification in deep learning: Techniques, applications and cha…→Auto-Encoding Variational BayesLegacy edge — source detail unavailable
- A review of uncertainty quantification in deep learning: Techniques, applications and cha…→Practical Bayesian Optimization of Machine Learning AlgorithmsLegacy edge — source detail unavailable
- A review of uncertainty quantification in deep learning: Techniques, applications and cha…→What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?Legacy edge — source detail unavailable
What this paper cites, inside the corpus
What cites it, inside the corpus
Links
Download BibTeX · Download RIS · DOI · Open access copy · OpenAlex record
Topics
| AI in cancer detection | Computer Science |
| Radiomics and Machine Learning in Medical Imaging | Medicine |
| Medical Imaging and Analysis | Engineering |
Is this record sound?
complete
Nothing in this record contradicts itself and no field we check is missing.
- supports9 author record(s) attached.
- supports578 reference(s) recorded.
- supportsThe DOI's year agrees with the publication year.
- supportsA title is present.
Provenance
sha256 7e3d99a592f7f61f…