Concepedia

Liver, kidney and spleen segmentation from CT scans and MRI with deep learning: A survey

Nicola Altini, Berardino Prencipe, Giacomo Donato Cascarano, Antonio Brunetti, Gioacchino Brunetti, Vito Triggiani, Leonarda Carnimeo, Francescomaria Marino, Andrea Guerriero, Laura Villani,

Neurocomputing · 2022 · 62 citations · 140 references

Open access

Concepts

MedicineAnatomyRadiologyBiomedical ImagingDiagnostic ImagingDiagnostic RadiologyAbdominal ImagingAbdominal RadiologyComputed TomographyMagnetic Resonance ImagingMedical ImagingVolume SegmentationAutomated Organ SegmentationDeep Learning In RadiologyLiver Lesion DetectionLiver Volume AssessmentOrgan SegmentationOrgan Segmentation AnatomySegmental Liver Anatomy

References

140

Very Deep Convolutional Networks for Large-Scale Image Recognition

Karen Simonyan, Andrew Zisserman · arXiv (Cornell University) · 2014 · 75.5K citations · Full text

Computing, Computer Science, Computer Vision +11

ImageNet: A large-scale hierarchical image database

Jia Deng, Wei Dong, Richard Socher et al. · 2009 IEEE Conference on Computer Vision and Pattern Recognition · 2009 · 61.8K citations

Computing, Computer Science, Computer Vision +12

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

Shaoqing Ren, Kaiming He, Ross Girshick et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016 · 54.2K citations

Computing, Computer Science, Computer Vision +14

Going deeper with convolutions

Christian Szegedy, Wei Liu, Yangqing Jia et al. · 2015 · 46.8K citations

Computing, Computer Science, Artificial Intelligence +15

Densely Connected Convolutional Networks

Gao Huang, Zhuang Liu, Laurens van der Maaten et al. · 2017 · 44.7K citations

Computing, Computer Science, Computer Vision +10