Concepedia

BP-CapsNet: An image-based Deep Learning method for medical diagnosis

Yongjia Lei, Zujian Wu, Zhiying Li, Yuer Yang, Zhongming Liang

Applied Soft Computing · 2023 · 13 citations · 32 references

Concepts

ComputingComputer ScienceRadiologyComputer VisionDiagnostic ImagingMachine LearningComputer-aided DiagnosisDeep LearningMedical Image AnalysisMedical ImagingNeural NetworksRepresentation LearningConvolutional Neural Network DetectionDeep Learning-based DetectionDeep Learning-based DiagnosisImage-guided DiagnosisMedical Image Classification

References

32

Adam: A Method for Stochastic Optimization

Diederik P. Kingma, Jimmy Ba · UvA-DARE (University of Amsterdam) · 2014 · 84.8K citations · Full text

Computing, Computer Science, Algorithms +16

Receptive fields of single neurones in the cat's striate cortex

David H. Hubel, T. N. Wiesel · The Journal of Physiology · 1959 · 4.7K citations

Life Sciences, Neurobiology, Neuroscience +16

The MNIST Database of Handwritten Digit Images for Machine Learning Research [Best of the Web]

Li Deng · IEEE Signal Processing Magazine · 2012 · 4.6K citations

Computing, Computer Science, Artificial Intelligence +13

Using AUC and accuracy in evaluating learning algorithms

Jin Huang, Charles X. Ling · IEEE Transactions on Knowledge and Data Engineering · 2005 · 2.1K citations

Computing, Computer Science, Data Mining +14

MedMNIST v2 - A large-scale lightweight benchmark for 2D and 3D biomedical image classification

Jiancheng Yang, Rui Shi, Donglai Wei et al. · Scientific Data · 2023 · 863 citations · Full text

Computing, Biomedical Engineering, Computer Science +16