Identification of kidney stones in KUB X-ray images using VGG16 empowered with explainable artificial intelligence

On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation

Sebastian Bach, Alexander Binder, Grégoire Montavon et al. · PLoS ONE · 2015 · 4.4K citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +23

Automated detection of COVID-19 cases using deep neural networks with X-ray images

Tülin Öztürk, Muhammed Talo, Eylul Azra Yildirim et al. · Computers in Biology and Medicine · 2020 · 2.6K citations · Full text

Deep Neural Networks, Image Analysis, Engineering +14

A survey on deep learning and its applications

Shi Dong, Ping Wang, Khushnood Abbas · Computer Science Review · 2021 · 1.5K citations

Engineering, Machine Learning, Data Science +4

DeepLesion: automated mining of large-scale lesion annotations and universal lesion detection with deep learning

Ke Yan, Xiaosong Wang, Le Lü et al. · Journal of Medical Imaging · 2018 · 545 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +22

Application of deep transfer learning for automated brain abnormality classification using MR images

Muhammed Talo, Ulaş Baran Baloğlu, Özal Yıldırım et al. · Cognitive Systems Research · 2018 · 498 citations

Neuroimaging Biomarkers, Engineering, Brain Abnormality Classification +12