Deep-Hipo: Multi-scale receptive field deep learning for histopathological image analysis

Densely Connected Convolutional Networks

Gao Huang, Zhuang Liu, Laurens van der Maaten et al. · 2017 · 43.3K citations

Geometric Learning, Convolutional Neural Network, Engineering +16

Rethinking the Inception Architecture for Computer Vision

Christian Szegedy, Vincent Vanhoucke, Sergey Ioffe et al. · 2016 · 30.2K citations

Convolutional Neural Network, Engineering, Machine Learning +17

Rethinking Atrous Convolution for Semantic Image Segmentation

Liang-Chieh Chen, George Papandreou, Florian Schroff et al. · arXiv (Cornell University) · 2017 · 7.4K citations · Full text

Convolutional Neural Network, Scene Analysis, Engineering +16

Clinical-grade computational pathology using weakly supervised deep learning on whole slide images

Gabriele Campanella, Matthew G. Hanna, Luke Geneslaw et al. · Nature Medicine · 2019 · 2.4K citations · Full text

Dermoscopic Image, Whole Slide Images, Image Analysis +15

Understanding Convolution for Semantic Segmentation

Panqu Wang, Pengfei Chen, Ye Yuan et al. · 2018 · 1.9K citations

Convolutional Neural Network, Engineering, Machine Learning +16