AI-Based Anomaly Detection for Clinical-Grade Histopathological Diagnostics

Global Cancer Statistics 2020: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries

Hyuna Sung, Jacques Ferlay, Rebecca L. Siegel et al. · CA A Cancer Journal for Clinicians · 2021 · 112.5K citations · Full text

Medicine, Oncology, Cancer Epidemiology +16

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 · 4.6K citations · Full text

Computing, Computer Science, Artificial Intelligence +14

Color transfer between images

Erik Reinhard, M. Adhikhmin, Bryan N S Gooch et al. · IEEE Computer Graphics and Applications · 2001 · 3K citations

Arts, Vision Science, Color Theory +10

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 · 2.6K citations · Full text

Medicine, Oncology, Pathology +16

The Many Faces of Robustness: A Critical Analysis of Out-of-Distribution Generalization

Dan Hendrycks, Steven Basart, Norman Mu et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 1K citations

Computing, Computer Science, Computer Vision +10