Concepedia

A deep feature-based real-time system for Alzheimer disease stage detection

Hina Nawaz, Muazzam Maqsood, Sitara Afzal, Farhan Aadil, Irfan Mehmood, Seungmin Rho

Multimedia Tools and Applications · 2020 · 159 citations · 29 references

Concepts

ComputingBiomedical EngineeringNeurologyComputer VisionFeature EngineeringMachine LearningAlzheimer DiseaseDeep LearningFeature DetectionNeurodegenerative DiseasesNeurodegenerative DisordersRepresentation LearningAlzheimer Disease ProgressionDeep Feature ExtractionDeep Learning-based ClassificationEarly Detection Of DementiaReal-time Feature Detection

References

29

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

Textural Features for Image Classification

Robert M. Haralick, I. Dinstein · IEEE Transactions on Systems Man and Cybernetics · 1973 · 22.5K citations

Computing, Earth Sciences, Computer Vision +16

GAN-based synthetic medical image augmentation for increased CNN performance in liver lesion classification

Maayan Frid-Adar, Idit Diamant, Eyal Klang et al. · Neurocomputing · 2018 · 1.9K citations · Full text

Medicine, Biomedical Engineering, Radiology +16

Automatic classification of MR scans in Alzheimer's disease

Stefan Klöppel, Cynthia M. Stonnington, Carlton Chu et al. · Brain · 2008 · 1.2K citations · Full text

Medicine, Neuroscience, Radiology +17

Classification of CT brain images based on deep learning networks

Xiaohong Gao, Rui Hui, Zengmin Tian · Computer Methods and Programs in Biomedicine · 2016 · 352 citations

Computing, Computer Science, Radiology +14