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MultiResUNet : Rethinking the U-Net architecture for multimodal biomedical image segmentation

Neural Networks · 2019 · Vol. 121 · pp. 74–87
Nabil IbtehazM. Sohel Rahman
AI in cancer detectionRadiomics and Machine Learning in Medical ImagingBrain Tumor Detection and ClassificationComputer scienceArtificial intelligenceImage segmentationImage (mathematics)SegmentationArchitectureNet (polyhedron)Computer visionPattern recognition (psychology)Mathematics

MeSH terms

Deep LearningHumansImage Processing, Computer-AssistedMagnetic Resonance ImagingMicroscopy, FluorescenceNeural Networks, ComputerImaging, Three-Dimensional

Funding

  • Nvidia
Citations
2,198
FWCI
115.48
field-weighted impact
References
96
Percentile
100%
vs. same field & year
Citations per year
References
The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)
IEEE Transactions on Medical Imaging · 2014 · 6,268 citations
Gradient-based learning applied to document recognition
Proceedings of the IEEE · 1998 · 57,014 citations
ImageNet classification with deep convolutional neural networks
Communications of the ACM · 2017 · 75,550 citations
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2017 · 21,645 citations
Deep learning
Nature · 2015 · 79,164 citations
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