A deep supervised approach for ischemic lesion segmentation from multimodal MRI using Fully Convolutional Network

Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

Hoo-Chang Shin, Holger R. Roth, Mingchen Gao et al. · IEEE Transactions on Medical Imaging · 2016 · 5.7K citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +23

Brain tumor segmentation with Deep Neural Networks

Mohammad Havaei, Axel Davy, David Warde-Farley et al. · Medical Image Analysis · 2016 · 3.2K citations · Full text

Neuro-oncology, Engineering, Medical Imaging +9

Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?

Nima Tajbakhsh, J. Shin, Suryakanth Gurudu et al. · IEEE Transactions on Medical Imaging · 2016 · 3K citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +20

Automated Breast Ultrasound Lesions Detection Using Convolutional Neural Networks

Moi Hoon Yap, Gérard Pons, Sergi Ganau et al. · IEEE Journal of Biomedical and Health Informatics · 2017 · 968 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

Deep convolutional neural networks for multi-modality isointense infant brain image segmentation

Wenlu Zhang, Rongjian Li, Houtao Deng et al. · NeuroImage · 2015 · 824 citations · Full text

Convolutional Neural Network, Image Analysis, Engineering +11