Concepedia

Explainable Deep Learning for Pulmonary Disease and Coronavirus COVID-19 Detection from X-rays

Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone

Computer Methods and Programs in Biomedicine · 2020 · 632 citations · 53 references

Open access

Concepts

ComputingComputer ScienceInfectious DiseasesBiomedical ImagingMachine LearningVirologyChest X-ray InterpretationDeep LearningExplainable Machine LearningMedical ImagingPulmonary ImagingRepresentation LearningConvolutional Neural Network DetectionDeep Learning DiagnosticsDeep Learning In RadiologyDeep Learning-based DetectionDeep Learning-based DiagnosisExplainable Chest X-ray InterpretationWeakly Supervised Chest X-ray Learning

References

53

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

Clinical features of patients infected with 2019 novel coronavirus in Wuhan, China

Chaolin Huang, Yeming Wang, Xingwang Li et al. · The Lancet · 2020 · 51.8K citations · Full text

Life Sciences, Infectious Diseases, Molecular Biology +10

A Survey on Transfer Learning

Sinno Jialin Pan, Qiang Yang · IEEE Transactions on Knowledge and Data Engineering · 2009 · 23.2K citations

Computing, Computer Science, Data Mining +12

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

Ramprasaath R. Selvaraju, Michael Cogswell, Abhishek Das et al. · 2017 · 21.6K citations

Computing, Computer Science, Computer Vision +16