Deep Semantic Segmentation of Kidney and Space-Occupying Lesion Area Based on SCNN and ResNet Models Combined with SIFT-Flow Algorithm

V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation

Fausto Milletarì, Nassir Navab, Seyed‐Ahmad Ahmadi · 2016 · 1.1K citations · Full text

Computing, Computer Science, Radiology +16

Computer-Aided Diagnosis with Deep Learning Architecture: Applications to Breast Lesions in US Images and Pulmonary Nodules in CT Scans

Jie-Zhi Cheng, Dong Ni, Yi‐Hong Chou et al. · Scientific Reports · 2016 · 750 citations · Full text

Medicine, Computer Science, Radiology +17

Multilevel Contextual 3-D CNNs for False Positive Reduction in Pulmonary Nodule Detection

Qi Dou, Hao Chen, Lequan Yu et al. · IEEE Transactions on Biomedical Engineering · 2016 · 595 citations

Computing, Computer Science, Radiology +17

Automatic Detection and Classification of Colorectal Polyps by Transferring Low-Level CNN Features From Nonmedical Domain

Ruikai Zhang, Yali Zheng, Tony Wing Chung Mak et al. · IEEE Journal of Biomedical and Health Informatics · 2016 · 370 citations

Medicine, Computer Science, Oncology +17

Volumetric ConvNets with Mixed Residual Connections for Automated Prostate Segmentation from 3D MR Images

Lequan Yu, Xin Yang, Hao Chen et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2017 · 353 citations · Full text

Computing, Biomedical Engineering, Computer Science +13