output
20022024
most citedDeriving reproducible biomarkers from multi-site resting-state data: An Autism-based example

742 citations

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cs.CV2017★ 2 cited

Center-Focusing Multi-task CNN with Injected Features for Classification of Glioma Nuclear Images

Veda Murthy, Le Hou, Dimitris Samaras +2

Classifying the various shapes and attributes of a glioma cell nucleus is crucial for diagnosis and understanding the disease. We investigate automated classification of glioma nuc…

cs.CV2014★ 39 cited

Untangling Local and Global Deformations in Deep Convolutional Networks for Image Classification and Sliding Window Detection

George Papandreou, Iasonas Kokkinos, Pierre-André Savalle

Deep Convolutional Neural Networks (DCNNs) commonly use generic `max-pooling' (MP) layers to extract deformation-invariant features, but we argue in favor of a more refined treatme…