Concepedia

Impact of the data augmentation on the detection of brain tumor from MRI images based on CNN and pretrained models

Samir Benbakreti, Soumia Benbakreti, Soumia Benbakreti

Multimedia Tools and Applications · 2023 · 11 citations · 22 references

Concepts

MedicineComputer ScienceOncologyComputer VisionMachine LearningNeuro-oncologyBrain ImagingBrain TumorsDeep LearningMagnetic Resonance ImagingMedical ImagingTumor DetectionBrain Tumor DiagnosisBrain Tumor PathologyConvolutional Neural Network DetectionData AugmentationDeep Learning In RadiologyDeep Learning-based Lesion ClassificationImage-based Tumor Detection

References

22

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 222.1K citations · Full text

Computing, Computer Science, Computer Vision +11

Global Cancer Statistics 2020: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries

Hyuna Sung, Jacques Ferlay, Rebecca L. Siegel et al. · CA A Cancer Journal for Clinicians · 2021 · 112.5K citations · Full text

Medicine, Oncology, Cancer Epidemiology +16

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

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